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ORCIDBibTeX records: Guodong Long
@article{DBLP:journals/eaai/ChenHLYWLX24,
author = {Yakun Chen and
Ruotong Hu and
Zihao Li and
Chao Yang and
Xianzhi Wang and
Guodong Long and
Guandong Xu},
title = {Exploring explicit and implicit graph learning for multivariate time
series imputation},
journal = {Eng. Appl. Artif. Intell.},
volume = {127},
number = {Part {A}},
pages = {107217},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2023.107217},
doi = {10.1016/J.ENGAPPAI.2023.107217},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/ChenHLYWLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YangWYLX24,
author = {Chao Yang and
Xianzhi Wang and
Lina Yao and
Guodong Long and
Guandong Xu},
title = {Dyformer: {A} dynamic transformer-based architecture for multivariate
time series classification},
journal = {Inf. Sci.},
volume = {656},
pages = {119881},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.119881},
doi = {10.1016/J.INS.2023.119881},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YangWYLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuZPGLK24,
author = {Zonghan Wu and
Da Zheng and
Shirui Pan and
Quan Gan and
Guodong Long and
George Karypis},
title = {TraverseNet: Unifying Space and Time in Message Passing for Traffic
Forecasting},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {2},
pages = {2003--2013},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3186103},
doi = {10.1109/TNNLS.2022.3186103},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WuZPGLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhouSGTSLXJ24,
author = {Yucheng Zhou and
Tao Shen and
Xiubo Geng and
Chongyang Tao and
Jianbing Shen and
Guodong Long and
Can Xu and
Daxin Jiang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Fine-Grained Distillation for Long Document Retrieval},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {19732--19740},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i17.29947},
doi = {10.1609/AAAI.V38I17.29947},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhouSGTSLXJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/LiXLSTJ24,
author = {Yang Li and
Canran Xu and
Guodong Long and
Tao Shen and
Chongyang Tao and
Jing Jiang},
editor = {Yvette Graham and
Matthew Purver},
title = {CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class
Classification},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 1:
Long Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {2977--2988},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-long.181},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/LiXLSTJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19211,
author = {Yiyuan Yang and
Guodong Long and
Tao Shen and
Jing Jiang and
Michael Blumenstein},
title = {Dual-Personalizing Adapter for Federated Foundation Models},
journal = {CoRR},
volume = {abs/2403.19211},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19211},
doi = {10.48550/ARXIV.2403.19211},
eprinttype = {arXiv},
eprint = {2403.19211},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19499,
author = {Peng Yan and
Guodong Long},
title = {Client-supervised Federated Learning: Towards One-model-for-all Personalization},
journal = {CoRR},
volume = {abs/2403.19499},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19499},
doi = {10.48550/ARXIV.2403.19499},
eprinttype = {arXiv},
eprint = {2403.19499},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/YangWYLJX23,
author = {Chao Yang and
Xianzhi Wang and
Lina Yao and
Guodong Long and
Jing Jiang and
Guandong Xu},
title = {Attentional Gated Res2Net for Multivariate Time Series Classification},
journal = {Neural Process. Lett.},
volume = {55},
number = {2},
pages = {1371--1395},
year = {2023},
url = {https://doi.org/10.1007/s11063-022-10944-0},
doi = {10.1007/S11063-022-10944-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/YangWYLJX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuPLJZ23,
author = {Zonghan Wu and
Shirui Pan and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic
Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {7},
pages = {6687--6697},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3186016},
doi = {10.1109/TKDE.2022.3186016},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuPLJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/LongXSZWJ23,
author = {Guodong Long and
Ming Xie and
Tao Shen and
Tianyi Zhou and
Xianzhi Wang and
Jing Jiang},
title = {Multi-center federated learning: clients clustering for better personalization},
journal = {World Wide Web {(WWW)}},
volume = {26},
number = {1},
pages = {481--500},
year = {2023},
url = {https://doi.org/10.1007/s11280-022-01046-x},
doi = {10.1007/S11280-022-01046-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/LongXSZWJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TanLL00Z23,
author = {Yue Tan and
Yixin Liu and
Guodong Long and
Jing Jiang and
Qinghua Lu and
Chengqi Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Federated Learning on Non-IID Graphs via Structural Knowledge Sharing},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {9953--9961},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26187},
doi = {10.1609/AAAI.V37I8.26187},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TanLL00Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Zhou0GTXLJJ23,
author = {Yucheng Zhou and
Tao Shen and
Xiubo Geng and
Chongyang Tao and
Can Xu and
Guodong Long and
Binxing Jiao and
Daxin Jiang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Towards Robust Ranker for Text Retrieval},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {5387--5401},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.332},
doi = {10.18653/V1/2023.FINDINGS-ACL.332},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Zhou0GTXLJJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenLTLGZ023,
author = {Xiuying Chen and
Guodong Long and
Chongyang Tao and
Mingzhe Li and
Xin Gao and
Chengqi Zhang and
Xiangliang Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Improving the Robustness of Summarization Systems with Dual Augmentation},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {6846--6857},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.378},
doi = {10.18653/V1/2023.ACL-LONG.378},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ChenLTLGZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/WangSBL23,
author = {Weikuan Wang and
Tao Shen and
Michael Blumenstein and
Guodong Long},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {Improving Open-Domain Answer Sentence Selection by Distributed Clients
with Privacy Preservation},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{V}},
series = {Lecture Notes in Computer Science},
volume = {14180},
pages = {15--29},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46677-9\_2},
doi = {10.1007/978-3-031-46677-9\_2},
timestamp = {Wed, 15 Nov 2023 10:09:09 +0100},
biburl = {https://dblp.org/rec/conf/adma/WangSBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/WangPSCSML23,
author = {Yang Wang and
Xueping Peng and
Tao Shen and
Allison Clarke and
Clement Schlegel and
Paul Martin and
Guodong Long},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in {EHR}
Understanding},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {14178},
pages = {18--32},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46671-7\_2},
doi = {10.1007/978-3-031-46671-7\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/WangPSCSML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/YangWYLX23,
author = {Chao Yang and
Xianzhi Wang and
Lina Yao and
Guodong Long and
Guandong Xu},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {From Time Series to Multi-modality: Classifying Multivariate Time
Series via Both 1D and 2D Representations},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14176},
pages = {19--33},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46661-8\_2},
doi = {10.1007/978-3-031-46661-8\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/YangWYLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/GerrardPCL23,
author = {Leah Gerrard and
Xueping Peng and
Allison Clarke and
Guodong Long},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {Multi-level Transformer for Cancer Outcome Prediction in Large-Scale
Claims Data},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {14178},
pages = {63--78},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46671-7\_5},
doi = {10.1007/978-3-031-46671-7\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/GerrardPCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/TangL23,
author = {Wensi Tang and
Guodong Long},
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {WeightRelay: Efficient Heterogeneous Federated Learning on Time Series},
booktitle = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14471},
pages = {129--140},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8388-9\_11},
doi = {10.1007/978-981-99-8388-9\_11},
timestamp = {Sat, 09 Dec 2023 19:23:42 +0100},
biburl = {https://dblp.org/rec/conf/ausai/TangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/YangL23,
author = {Jianan Yang and
Guodong Long},
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {Concept-Guided Interpretable Federated Learning},
booktitle = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14472},
pages = {160--172},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8391-9\_13},
doi = {10.1007/978-981-99-8391-9\_13},
timestamp = {Mon, 22 Jan 2024 20:02:05 +0100},
biburl = {https://dblp.org/rec/conf/ausai/YangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ZhouL23,
author = {Yucheng Zhou and
Guodong Long},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Style-Aware Contrastive Learning for Multi-Style Image Captioning},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2023, Dubrovnik, Croatia, May 2-6, 2023},
pages = {2212--2222},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-eacl.169},
doi = {10.18653/V1/2023.FINDINGS-EACL.169},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ZhouL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ZhouL23a,
author = {Yucheng Zhou and
Guodong Long},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Multimodal Event Transformer for Image-guided Story Ending Generation},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2023, Dubrovnik,
Croatia, May 2-6, 2023},
pages = {3426--3436},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-main.249},
doi = {10.18653/V1/2023.EACL-MAIN.249},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ZhouL23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/ZhouL23b,
author = {Yucheng Zhou and
Guodong Long},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {Improving Cross-modal Alignment for Text-Guided Image Inpainting},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2023, Dubrovnik,
Croatia, May 2-6, 2023},
pages = {3437--3448},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-main.250},
doi = {10.18653/V1/2023.EACL-MAIN.250},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/ZhouL23b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/YanL23,
author = {Peng Yan and
Guodong Long},
title = {Personalization Disentanglement for Federated Learning},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2023,
Brisbane, Australia, July 10-14, 2023},
pages = {318--323},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICME55011.2023.00062},
doi = {10.1109/ICME55011.2023.00062},
timestamp = {Tue, 05 Sep 2023 20:33:33 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/YanL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Yang00LS23,
author = {Yijun Yang and
Tianyi Zhou and
Jing Jiang and
Guodong Long and
Yuhui Shi},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Continual Task Allocation in Meta-Policy Network via Sparse Prompting},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39623--39638},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yang23t.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/Yang00LS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhao0LJZ23,
author = {Haiyan Zhao and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Does Continual Learning Equally Forget All Parameters?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {42280--42303},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhao23n.html},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhao0LJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenL0023,
author = {Shengchao Chen and
Guodong Long and
Tao Shen and
Jing Jiang},
title = {Prompt Federated Learning for Weather Forecasting: Toward Foundation
Models on Meteorological Data},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {3532--3540},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/393},
doi = {10.24963/IJCAI.2023/393},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenL0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangL0YZZY23,
author = {Chunxu Zhang and
Guodong Long and
Tianyi Zhou and
Peng Yan and
Zijian Zhang and
Chengqi Zhang and
Bo Yang},
title = {Dual Personalization on Federated Recommendation},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4558--4566},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/507},
doi = {10.24963/IJCAI.2023/507},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangL0YZZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001GTXLZJ23,
author = {Tao Shen and
Xiubo Geng and
Chongyang Tao and
Can Xu and
Guodong Long and
Kai Zhang and
Daxin Jiang},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {UnifieR: {A} Unified Retriever for Large-Scale Retrieval},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4787--4799},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599927},
doi = {10.1145/3580305.3599927},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001GTXLZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ma0L0Z23,
author = {Jie Ma and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Structured Federated Learning through Clustered Additive Modeling},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8668fdc7b2ddf55a0e235824c66f2eee-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Ma0L0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Tan0ZDLL23,
author = {Yue Tan and
Chen Chen and
Weiming Zhuang and
Xin Dong and
Lingjuan Lyu and
Guodong Long},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Is Heterogeneity Notorious? Taming Heterogeneity to Handle Test-Time
Shift in Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/565f995643da6329cec701f26f8579f5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Tan0ZDLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoZLJZ23,
author = {Haiyan Zhao and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models
for Downstream Tasks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {52--68},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_4},
doi = {10.1007/978-3-031-43415-0\_4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoZLJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08143,
author = {Chunxu Zhang and
Guodong Long and
Tianyi Zhou and
Peng Yan and
Zijian Zhang and
Chengqi Zhang and
Bo Yang},
title = {Dual Personalization on Federated Recommendation},
journal = {CoRR},
volume = {abs/2301.08143},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08143},
doi = {10.48550/ARXIV.2301.08143},
eprinttype = {arXiv},
eprint = {2301.08143},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08143.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09109,
author = {Zhiwei Li and
Guodong Long and
Tianyi Zhou},
title = {Federated Recommendation with Additive Personalization},
journal = {CoRR},
volume = {abs/2301.09109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09109},
doi = {10.48550/ARXIV.2301.09109},
eprinttype = {arXiv},
eprint = {2301.09109},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09152,
author = {Shengchao Chen and
Guodong Long and
Tao Shen and
Jing Jiang},
title = {Prompt Federated Learning for Weather Forecasting: Toward Foundation
Models on Meteorological Data},
journal = {CoRR},
volume = {abs/2301.09152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09152},
doi = {10.48550/ARXIV.2301.09152},
eprinttype = {arXiv},
eprint = {2301.09152},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11357,
author = {Yucheng Zhou and
Guodong Long},
title = {Multimodal Event Transformer for Image-guided Story Ending Generation},
journal = {CoRR},
volume = {abs/2301.11357},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11357},
doi = {10.48550/ARXIV.2301.11357},
eprinttype = {arXiv},
eprint = {2301.11357},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11362,
author = {Yucheng Zhou and
Guodong Long},
title = {Improving Cross-modal Alignment for Text-Guided Image Inpainting},
journal = {CoRR},
volume = {abs/2301.11362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11362},
doi = {10.48550/ARXIV.2301.11362},
eprinttype = {arXiv},
eprint = {2301.11362},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11367,
author = {Yucheng Zhou and
Guodong Long},
title = {Style-Aware Contrastive Learning for Multi-Style Image Captioning},
journal = {CoRR},
volume = {abs/2301.11367},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11367},
doi = {10.48550/ARXIV.2301.11367},
eprinttype = {arXiv},
eprint = {2301.11367},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11560,
author = {Haiyan Zhao and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models
for Downstream Tasks},
journal = {CoRR},
volume = {abs/2301.11560},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11560},
doi = {10.48550/ARXIV.2301.11560},
eprinttype = {arXiv},
eprint = {2301.11560},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02173,
author = {Kun Yi and
Qi Zhang and
Shoujin Wang and
Hui He and
Guodong Long and
Zhendong Niu},
title = {Neural Time Series Analysis with Fourier Transform: {A} Survey},
journal = {CoRR},
volume = {abs/2302.02173},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02173},
doi = {10.48550/ARXIV.2302.02173},
eprinttype = {arXiv},
eprint = {2302.02173},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04158,
author = {Haiyan Zhao and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Does Continual Learning Equally Forget All Parameters?},
journal = {CoRR},
volume = {abs/2304.04158},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04158},
doi = {10.48550/ARXIV.2304.04158},
eprinttype = {arXiv},
eprint = {2304.04158},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14233,
author = {Tao Shen and
Guodong Long and
Xiubo Geng and
Chongyang Tao and
Tianyi Zhou and
Daxin Jiang},
title = {Large Language Models are Strong Zero-Shot Retriever},
journal = {CoRR},
volume = {abs/2304.14233},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14233},
doi = {10.48550/ARXIV.2304.14233},
eprinttype = {arXiv},
eprint = {2304.14233},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07402,
author = {Jiazhan Feng and
Chongyang Tao and
Xiubo Geng and
Tao Shen and
Can Xu and
Guodong Long and
Dongyan Zhao and
Daxin Jiang},
title = {Knowledge Refinement via Interaction Between Search Engines and Large
Language Models},
journal = {CoRR},
volume = {abs/2305.07402},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07402},
doi = {10.48550/ARXIV.2305.07402},
eprinttype = {arXiv},
eprint = {2305.07402},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07866,
author = {Chunxu Zhang and
Guodong Long and
Tianyi Zhou and
Peng Yan and
Zijian Zhang and
Bo Yang},
title = {Graph-guided Personalization for Federated Recommendation},
journal = {CoRR},
volume = {abs/2305.07866},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07866},
doi = {10.48550/ARXIV.2305.07866},
eprinttype = {arXiv},
eprint = {2305.07866},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12650,
author = {Chunxu Zhang and
Guodong Long and
Tianyi Zhou and
Xiangyu Zhao and
Zijian Zhang and
Bo Yang},
title = {IFedRec: Item-Guided Federated Aggregation for Cold-Start},
journal = {CoRR},
volume = {abs/2305.12650},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12650},
doi = {10.48550/ARXIV.2305.12650},
eprinttype = {arXiv},
eprint = {2305.12650},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14244,
author = {Shengchao Chen and
Guodong Long and
Tao Shen and
Tianyi Zhou and
Jing Jiang},
title = {Spatial-temporal Prompt Learning for Federated Weather Forecasting},
journal = {CoRR},
volume = {abs/2305.14244},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14244},
doi = {10.48550/ARXIV.2305.14244},
eprinttype = {arXiv},
eprint = {2305.14244},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18444,
author = {Yijun Yang and
Tianyi Zhou and
Jing Jiang and
Guodong Long and
Yuhui Shi},
title = {Continual Task Allocation in Meta-Policy Network via Sparse Prompting},
journal = {CoRR},
volume = {abs/2305.18444},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18444},
doi = {10.48550/ARXIV.2305.18444},
eprinttype = {arXiv},
eprint = {2305.18444},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01090,
author = {Xiuying Chen and
Guodong Long and
Chongyang Tao and
Mingzhe Li and
Xin Gao and
Chengqi Zhang and
Xiangliang Zhang},
title = {Improving the Robustness of Summarization Systems with Dual Augmentation},
journal = {CoRR},
volume = {abs/2306.01090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01090},
doi = {10.48550/ARXIV.2306.01090},
eprinttype = {arXiv},
eprint = {2306.01090},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03570,
author = {Peng Yan and
Guodong Long},
title = {Personalization Disentanglement for Federated Learning},
journal = {CoRR},
volume = {abs/2306.03570},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03570},
doi = {10.48550/ARXIV.2306.03570},
eprinttype = {arXiv},
eprint = {2306.03570},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01452,
author = {Zhihong Deng and
Jing Jiang and
Guodong Long and
Chengqi Zhang},
title = {Causal Reinforcement Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2307.01452},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01452},
doi = {10.48550/ARXIV.2307.01452},
eprinttype = {arXiv},
eprint = {2307.01452},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04365,
author = {Haiyan Zhao and
Guodong Long},
title = {One-Shot Pruning for Fast-adapting Pre-trained Models on Devices},
journal = {CoRR},
volume = {abs/2307.04365},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04365},
doi = {10.48550/ARXIV.2307.04365},
eprinttype = {arXiv},
eprint = {2307.04365},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06275,
author = {Xiaohan Xu and
Chongyang Tao and
Tao Shen and
Can Xu and
Hongbo Xu and
Guodong Long and
Jianguang Lou},
title = {Re-Reading Improves Reasoning in Language Models},
journal = {CoRR},
volume = {abs/2309.06275},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06275},
doi = {10.48550/ARXIV.2309.06275},
eprinttype = {arXiv},
eprint = {2309.06275},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12529,
author = {Shuang Ao and
Tianyi Zhou and
Guodong Long and
Xuan Song and
Jing Jiang},
title = {Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution},
journal = {CoRR},
volume = {abs/2309.12529},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12529},
doi = {10.48550/ARXIV.2309.12529},
eprinttype = {arXiv},
eprint = {2309.12529},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08734,
author = {Yucheng Zhou and
Xiubo Geng and
Tao Shen and
Chongyang Tao and
Guodong Long and
Jian{-}Guang Lou and
Jianbing Shen},
title = {Thread of Thought Unraveling Chaotic Contexts},
journal = {CoRR},
volume = {abs/2311.08734},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08734},
doi = {10.48550/ARXIV.2311.08734},
eprinttype = {arXiv},
eprint = {2311.08734},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03014,
author = {Shengchao Chen and
Guodong Long and
Jing Jiang and
Dikai Liu and
Chengqi Zhang},
title = {Foundation Models for Weather and Climate Data Understanding: {A}
Comprehensive Survey},
journal = {CoRR},
volume = {abs/2312.03014},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03014},
doi = {10.48550/ARXIV.2312.03014},
eprinttype = {arXiv},
eprint = {2312.03014},
timestamp = {Thu, 28 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangPYHLZ22,
author = {Chun Wang and
Shirui Pan and
Celina Ping Yu and
Ruiqi Hu and
Guodong Long and
Chengqi Zhang},
title = {Deep neighbor-aware embedding for node clustering in attributed graphs},
journal = {Pattern Recognit.},
volume = {122},
pages = {108230},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108230},
doi = {10.1016/J.PATCOG.2021.108230},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WangPYHLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuZLJZ22,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {5},
pages = {2293--2305},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3004939},
doi = {10.1109/TKDE.2020.3004939},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuZLJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangJHFANL22,
author = {Zhuowei Wang and
Jing Jiang and
Bo Han and
Lei Feng and
Bo An and
Gang Niu and
Guodong Long},
title = {SemiNLL: {A} Framework of Noisy-Label Learning by Semi-Supervised
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=qzM1Tw5i7N},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangJHFANL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoZLJZ22,
author = {Haiyan Zhao and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Extracting Local Reasoning Chains of Deep Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=RP6G787uD8},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoZLJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TanLLZ00Z22,
author = {Yue Tan and
Guodong Long and
Lu Liu and
Tianyi Zhou and
Qinghua Lu and
Jing Jiang and
Chengqi Zhang},
title = {FedProto: Federated Prototype Learning across Heterogeneous Clients},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8432--8440},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i8.20819},
doi = {10.1609/AAAI.V36I8.20819},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TanLLZ00Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhouSGLJ22,
author = {Yucheng Zhou and
Tao Shen and
Xiubo Geng and
Guodong Long and
Daxin Jiang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer
for Event-Centric Generation and Classification},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {2559--2575},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.183},
doi = {10.18653/V1/2022.ACL-LONG.183},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhouSGLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/MaXL22,
author = {Jie Ma and
Ming Xie and
Guodong Long},
editor = {Weitong Chen and
Lina Yao and
Taotao Cai and
Shirui Pan and
Tao Shen and
Xue Li},
title = {Personalized Federated Learning with Robust Clustering Against Model
Poisoning},
booktitle = {Advanced Data Mining and Applications - 18th International Conference,
{ADMA} 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13726},
pages = {238--252},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22137-8\_18},
doi = {10.1007/978-3-031-22137-8\_18},
timestamp = {Wed, 31 May 2023 15:58:13 +0200},
biburl = {https://dblp.org/rec/conf/adma/MaXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/WangL22,
author = {Zhuowei Wang and
Guodong Long},
editor = {Weitong Chen and
Lina Yao and
Taotao Cai and
Shirui Pan and
Tao Shen and
Xue Li},
title = {Positive Unlabeled Learning by Sample Selection and Prototype Refinement},
booktitle = {Advanced Data Mining and Applications - 18th International Conference,
{ADMA} 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13725},
pages = {304--318},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22064-7\_23},
doi = {10.1007/978-3-031-22064-7\_23},
timestamp = {Wed, 31 May 2023 15:58:13 +0200},
biburl = {https://dblp.org/rec/conf/adma/WangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/XieMLZ22,
author = {Ming Xie and
Jie Ma and
Guodong Long and
Chengqi Zhang},
editor = {Bohan Li and
Lin Yue and
Chuanqi Tao and
Xuming Han and
Diego Calvanese and
Toshiyuki Amagasa},
title = {Robust Clustered Federated Learning with Bootstrap Median-of-Means},
booktitle = {Web and Big Data - 6th International Joint Conference, APWeb-WAIM
2022, Nanjing, China, November 25-27, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13421},
pages = {237--250},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25158-0\_19},
doi = {10.1007/978-3-031-25158-0\_19},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/XieMLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YangWYLJX22,
author = {Chao Yang and
Xianzhi Wang and
Lina Yao and
Guodong Long and
Jing Jiang and
Guandong Xu},
title = {Attentional Gated Res2net for Multivariate Time Series Classification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {3308--3312},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9747189},
doi = {10.1109/ICASSP43922.2022.9747189},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/YangWYLJX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/00030L22,
author = {Zhuowei Wang and
Jing Jiang and
Guodong Long},
title = {Positive Unlabeled Learning by Semi-Supervised Learning},
booktitle = {2022 {IEEE} International Conference on Image Processing, {ICIP} 2022,
Bordeaux, France, 16-19 October 2022},
pages = {2976--2980},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICIP46576.2022.9897738},
doi = {10.1109/ICIP46576.2022.9897738},
timestamp = {Fri, 03 Feb 2023 18:11:40 +0100},
biburl = {https://dblp.org/rec/conf/icip/00030L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TangLLZB022,
author = {Wensi Tang and
Guodong Long and
Lu Liu and
Tianyi Zhou and
Michael Blumenstein and
Jing Jiang},
title = {Omni-Scale CNNs: a simple and effective kernel size configuration
for time series classification},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=PDYs7Z2XFGv},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/TangLLZB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AoZ0LSZ22,
author = {Shuang Ao and
Tianyi Zhou and
Jing Jiang and
Guodong Long and
Xuan Song and
Chengqi Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {{EAT-C:} Environment-Adversarial sub-Task Curriculum for Efficient
Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {822--843},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/ao22a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AoZ0LSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ChenLY0LX22,
author = {Yakun Chen and
Zihao Li and
Chao Yang and
Xianzhi Wang and
Guodong Long and
Guandong Xu},
editor = {Mohammad Tanveer and
Sonali Agarwal and
Seiichi Ozawa and
Asif Ekbal and
Adam Jatowt},
title = {Adaptive Graph Recurrent Network for Multivariate Time Series Imputation},
booktitle = {Neural Information Processing - 29th International Conference, {ICONIP}
2022, Virtual Event, November 22-26, 2022, Proceedings, Part {V}},
series = {Communications in Computer and Information Science},
volume = {1792},
pages = {64--73},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-99-1642-9\_6},
doi = {10.1007/978-981-99-1642-9\_6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/ChenLY0LX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenLWZ022,
author = {Fengwen Chen and
Guodong Long and
Zonghan Wu and
Tianyi Zhou and
Jing Jiang},
editor = {Luc De Raedt},
title = {Personalized Federated Learning With a Graph},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {2575--2582},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/357},
doi = {10.24963/IJCAI.2022/357},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ChenLWZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiLSJ22,
author = {Yang Li and
Guodong Long and
Tao Shen and
Jing Jiang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail
Relation Extraction with Distant Supervision},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {316--326},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.24},
doi = {10.18653/V1/2022.FINDINGS-NAACL.24},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/LiLSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HuangGLJ22,
author = {Hao Huang and
Xiubo Geng and
Guodong Long and
Daxin Jiang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Understand before Answer: Improve Temporal Reading Comprehension via
Precise Question Understanding},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {375--384},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.28},
doi = {10.18653/V1/2022.NAACL-MAIN.28},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HuangGLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TanLML0022,
author = {Yue Tan and
Guodong Long and
Jie Ma and
Lu Liu and
Tianyi Zhou and
Jing Jiang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Federated Learning from Pre-Trained Models: {A} Contrastive Learning
Approach},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7aa320d2b4b8f6400b18f6f77b6c1535-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TanLML0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taai/ChengL22,
author = {Qi Cheng and
Guodong Long},
title = {Federated Learning Operations (FLOps): Challenges, Lifecycle and Approaches},
booktitle = {International Conference on Technologies and Applications of Artificial
Intelligence, {TAAI} 2022, Tainan, Taiwan, December 1-3, 2022},
pages = {12--17},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/TAAI57707.2022.00012},
doi = {10.1109/TAAI57707.2022.00012},
timestamp = {Mon, 13 Mar 2023 11:20:36 +0100},
biburl = {https://dblp.org/rec/conf/taai/ChengL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouGSLJ22,
author = {Yucheng Zhou and
Xiubo Geng and
Tao Shen and
Guodong Long and
Daxin Jiang},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {EventBERT: {A} Pre-Trained Model for Event Correlation Reasoning},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {850--859},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3511928},
doi = {10.1145/3485447.3511928},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhouGSLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2021-1,
editor = {Bohan Li and
Lin Yue and
Jing Jiang and
Weitong Chen and
Xue Li and
Guodong Long and
Fei Fang and
Han Yu},
title = {Advanced Data Mining and Applications - 17th International Conference,
{ADMA} 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13087},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-95405-5},
doi = {10.1007/978-3-030-95405-5},
isbn = {978-3-030-95404-8},
timestamp = {Sun, 28 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2021-2,
editor = {Bohan Li and
Lin Yue and
Jing Jiang and
Weitong Chen and
Xue Li and
Guodong Long and
Fei Fang and
Han Yu},
title = {Advanced Data Mining and Applications - 17th International Conference,
{ADMA} 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13088},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-95408-6},
doi = {10.1007/978-3-030-95408-6},
isbn = {978-3-030-95407-9},
timestamp = {Sun, 28 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adma/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausai/2022,
editor = {Guodong Long and
Xinghuo Yu and
Sen Wang},
title = {{AI} 2021: Advances in Artificial Intelligence - 34th Australasian
Joint Conference, {AI} 2021, Sydney, NSW, Australia, February 2-4,
2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13151},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-97546-3},
doi = {10.1007/978-3-030-97546-3},
isbn = {978-3-030-97545-6},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06187,
author = {Jie Ma and
Guodong Long and
Tianyi Zhou and
Jing Jiang and
Chengqi Zhang},
title = {On the Convergence of Clustered Federated Learning},
journal = {CoRR},
volume = {abs/2202.06187},
year = {2022},
url = {https://arxiv.org/abs/2202.06187},
eprinttype = {arXiv},
eprint = {2202.06187},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00829,
author = {Fengwen Chen and
Guodong Long and
Zonghan Wu and
Tianyi Zhou and
Jing Jiang},
title = {Personalized Federated Learning With Structure},
journal = {CoRR},
volume = {abs/2203.00829},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00829},
doi = {10.48550/ARXIV.2203.00829},
eprinttype = {arXiv},
eprint = {2203.00829},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02225,
author = {Yucheng Zhou and
Tao Shen and
Xiubo Geng and
Guodong Long and
Daxin Jiang},
title = {ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer
for Event-Centric Generation and Classification},
journal = {CoRR},
volume = {abs/2203.02225},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02225},
doi = {10.48550/ARXIV.2203.02225},
eprinttype = {arXiv},
eprint = {2203.02225},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10110,
author = {Zhuowei Wang and
Tianyi Zhou and
Guodong Long and
Bo Han and
Jing Jiang},
title = {FedNoiL: {A} Simple Two-Level Sampling Method for Federated Learning
with Noisy Labels},
journal = {CoRR},
volume = {abs/2205.10110},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10110},
doi = {10.48550/ARXIV.2205.10110},
eprinttype = {arXiv},
eprint = {2205.10110},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08063,
author = {Yucheng Zhou and
Tao Shen and
Xiubo Geng and
Chongyang Tao and
Can Xu and
Guodong Long and
Binxing Jiao and
Daxin Jiang},
title = {Towards Robust Ranker for Text Retrieval},
journal = {CoRR},
volume = {abs/2206.08063},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08063},
doi = {10.48550/ARXIV.2206.08063},
eprinttype = {arXiv},
eprint = {2206.08063},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10083,
author = {Yue Tan and
Guodong Long and
Jie Ma and
Lu Liu and
Tianyi Zhou and
Jing Jiang},
title = {Federated Learning from Pre-Trained Models: {A} Contrastive Learning
Approach},
journal = {CoRR},
volume = {abs/2209.10083},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10083},
doi = {10.48550/ARXIV.2209.10083},
eprinttype = {arXiv},
eprint = {2209.10083},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15248,
author = {Chenglin Wang and
Yucheng Zhou and
Guodong Long and
Xiaodong Wang and
Xiaowei Xu},
title = {Unsupervised Knowledge Graph Construction and Event-centric Knowledge
Infusion for Scientific {NLI}},
journal = {CoRR},
volume = {abs/2210.15248},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15248},
doi = {10.48550/ARXIV.2210.15248},
eprinttype = {arXiv},
eprint = {2210.15248},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05987,
author = {Yang Li and
Canran Xu and
Tao Shen and
Jing Jiang and
Guodong Long},
title = {CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class
Classification},
journal = {CoRR},
volume = {abs/2211.05987},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05987},
doi = {10.48550/ARXIV.2211.05987},
eprinttype = {arXiv},
eprint = {2211.05987},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13009,
author = {Yue Tan and
Yixin Liu and
Guodong Long and
Jing Jiang and
Qinghua Lu and
Chengqi Zhang},
title = {Federated Learning on Non-IID Graphs via Structural Knowledge Sharing},
journal = {CoRR},
volume = {abs/2211.13009},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13009},
doi = {10.48550/ARXIV.2211.13009},
eprinttype = {arXiv},
eprint = {2211.13009},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10423,
author = {Yucheng Zhou and
Tao Shen and
Xiubo Geng and
Chongyang Tao and
Guodong Long and
Can Xu and
Daxin Jiang},
title = {Fine-Grained Distillation for Long Document Retrieval},
journal = {CoRR},
volume = {abs/2212.10423},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10423},
doi = {10.48550/ARXIV.2212.10423},
eprinttype = {arXiv},
eprint = {2212.10423},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FuXHLJ21,
author = {Zhineng Fu and
Weijun Xu and
Ruiqi Hu and
Guodong Long and
Jing Jiang},
title = {MHieR-encoder: Modelling the high-frequency changes across stocks},
journal = {Knowl. Based Syst.},
volume = {224},
pages = {107092},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107092},
doi = {10.1016/J.KNOSYS.2021.107092},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/FuXHLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhangLLJL21,
author = {Xiaohan Zhang and
Lu Liu and
Guodong Long and
Jing Jiang and
Shenquan Liu},
title = {Episodic memory governs choices: An RNN-based reinforcement learning
model for decision-making task},
journal = {Neural Networks},
volume = {134},
pages = {1--10},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2020.11.003},
doi = {10.1016/J.NEUNET.2020.11.003},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhangLLJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/JiPLCLH21,
author = {Shaoxiong Ji and
Shirui Pan and
Xue Li and
Erik Cambria and
Guodong Long and
Zi Huang},
title = {Suicidal Ideation Detection: {A} Review of Machine Learning Methods
and Applications},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {8},
number = {1},
pages = {214--226},
year = {2021},
url = {https://doi.org/10.1109/TCSS.2020.3021467},
doi = {10.1109/TCSS.2020.3021467},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcss/JiPLCLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YueSWBLCZ21,
author = {Lin Yue and
Hao Shen and
Sen Wang and
Robert Boots and
Guodong Long and
Weitong Chen and
Xiaowei Zhao},
title = {Exploring {BCI} Control in Smart Environments: Intention Recognition
Via {EEG} Representation Enhancement Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {90:1--90:20},
year = {2021},
url = {https://doi.org/10.1145/3450449},
doi = {10.1145/3450449},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/YueSWBLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuPCLZY21,
author = {Zonghan Wu and
Shirui Pan and
Fengwen Chen and
Guodong Long and
Chengqi Zhang and
Philip S. Yu},
title = {A Comprehensive Survey on Graph Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {1},
pages = {4--24},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2978386},
doi = {10.1109/TNNLS.2020.2978386},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WuPCLZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuLY0L21,
author = {Zhe Liu and
Yun Li and
Lina Yao and
Xianzhi Wang and
Guodong Long},
title = {Task Aligned Generative Meta-learning for Zero-shot Learning},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {8723--8731},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i10.17057},
doi = {10.1609/AAAI.V35I10.17057},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuLY0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangGPLJ20,
author = {Hao Huang and
Xiubo Geng and
Jian Pei and
Guodong Long and
Daxin Jiang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Reasoning over Entity-Action-Location Graph for Procedural Text Understanding},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5100--5109},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.396},
doi = {10.18653/V1/2021.ACL-LONG.396},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangGPLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangSLZC21,
author = {Bo Wang and
Tao Shen and
Guodong Long and
Tianyi Zhou and
Yi Chang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Eliminating Sentiment Bias for Aspect-Level Sentiment Classification
with Unsupervised Opinion Extraction},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {3002--3012},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.258},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.258},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangSLZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengLSW021,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Sequential Diagnosis Prediction with Transformer and Ontological Representation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {489--498},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00060},
doi = {10.1109/ICDM51629.2021.00060},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PengLSW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuHLJL21,
author = {Lu Liu and
William L. Hamilton and
Guodong Long and
Jing Jiang and
Hugo Larochelle},
title = {A Universal Representation Transformer Layer for Few-Shot Image Classification},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=04cII6MumYV},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiuHLJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuZLJDZ21,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Xuanyi Dong and
Chengqi Zhang},
title = {Isometric Propagation Network for Generalized Zero-shot Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=-mWcQVLPSPy},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiuZLJDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangHLLSL21,
author = {Yang Zhang and
Risa Higashita and
Guodong Long and
Rong Li and
Daisuke Santo and
Jiang Liu},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {Hierarchical Features Integration and Attention Iteration Network
for Juvenile Refractive Power Prediction},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13109},
pages = {479--490},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92270-2\_41},
doi = {10.1007/978-3-030-92270-2\_41},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ZhangHLLSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangHXSHLL21,
author = {Yang Zhang and
Risa Higashita and
Yanwu Xu and
Daisuke Santo and
Yan Hu and
Guodong Long and
Jiang Liu},
editor = {Huazhu Fu and
Mona Kathryn Garvin and
Tom J. MacGillivray and
Yanwu Xu and
Yalin Zheng},
title = {Juvenile Refractive Power Prediction Based on Corneal Curvature and
Axial Length via a Domain Knowledge Embedding Network},
booktitle = {Ophthalmic Medical Image Analysis - 8th International Workshop, {OMIA}
2021, Held in Conjunction with {MICCAI} 2021, Strasbourg, France,
September 27, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12970},
pages = {92--100},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87000-3\_10},
doi = {10.1007/978-3-030-87000-3\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhangHXSHLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AoZLLZJ21,
author = {Shuang Ao and
Tianyi Zhou and
Guodong Long and
Qinghua Lu and
Liming Zhu and
Jing Jiang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{CO-PILOT:} COllaborative Planning and reInforcement Learning On sub-Task
curriculum},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10444--10456},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/56577889b3c1cd083b6d7b32d32f99d5-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AoZLLZJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangSLZW021,
author = {Bo Wang and
Tao Shen and
Guodong Long and
Tianyi Zhou and
Ying Wang and
Yi Chang},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Structure-Augmented Text Representation Learning for Efficient Knowledge
Graph Completion},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1737--1748},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450043},
doi = {10.1145/3442381.3450043},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangSLZW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02038,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Xuanyi Dong and
Chengqi Zhang},
title = {Isometric Propagation Network for Generalized Zero-shot Learning},
journal = {CoRR},
volume = {abs/2102.02038},
year = {2021},
url = {https://arxiv.org/abs/2102.02038},
eprinttype = {arXiv},
eprint = {2102.02038},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12920,
author = {Shaoxiong Ji and
Teemu Saravirta and
Shirui Pan and
Guodong Long and
Anwar Walid},
title = {Emerging Trends in Federated Learning: From Model Fusion to Federated
{X} Learning},
journal = {CoRR},
volume = {abs/2102.12920},
year = {2021},
url = {https://arxiv.org/abs/2102.12920},
eprinttype = {arXiv},
eprint = {2102.12920},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02185,
author = {Zhe Liu and
Yun Li and
Lina Yao and
Xianzhi Wang and
Guodong Long},
title = {Task Aligned Generative Meta-learning for Zero-shot Learning},
journal = {CoRR},
volume = {abs/2103.02185},
year = {2021},
url = {https://arxiv.org/abs/2103.02185},
eprinttype = {arXiv},
eprint = {2103.02185},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03679,
author = {Xiaohan Zhang and
Lu Liu and
Guodong Long and
Jing Jiang and
Shenquan Liu},
title = {Episodic memory governs choices: An RNN-based reinforcement learning
model for decision-making task},
journal = {CoRR},
volume = {abs/2103.03679},
year = {2021},
url = {https://arxiv.org/abs/2103.03679},
eprinttype = {arXiv},
eprint = {2103.03679},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00243,
author = {Yue Tan and
Guodong Long and
Lu Liu and
Tianyi Zhou and
Jing Jiang},
title = {FedProto: Federated Prototype Learning over Heterogeneous Devices},
journal = {CoRR},
volume = {abs/2105.00243},
year = {2021},
url = {https://arxiv.org/abs/2105.00243},
eprinttype = {arXiv},
eprint = {2105.00243},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04755,
author = {Zonghan Wu and
Shirui Pan and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic
Filtering},
journal = {CoRR},
volume = {abs/2107.04755},
year = {2021},
url = {https://arxiv.org/abs/2107.04755},
eprinttype = {arXiv},
eprint = {2107.04755},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09288,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Zhendong Niu and
Chengqi Zhang},
title = {{MIMO:} Mutual Integration of Patient Journey and Medical Ontology
for Healthcare Representation Learning},
journal = {CoRR},
volume = {abs/2107.09288},
year = {2021},
url = {https://arxiv.org/abs/2107.09288},
eprinttype = {arXiv},
eprint = {2107.09288},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10749,
author = {Guodong Long and
Yue Tan and
Jing Jiang and
Chengqi Zhang},
title = {Federated Learning for Open Banking},
journal = {CoRR},
volume = {abs/2108.10749},
year = {2021},
url = {https://arxiv.org/abs/2108.10749},
eprinttype = {arXiv},
eprint = {2108.10749},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10761,
author = {Guodong Long and
Tao Shen and
Yue Tan and
Leah Gerrard and
Allison Clarke and
Jing Jiang},
title = {Federated Learning for Privacy-Preserving Open Innovation Future on
Digital Health},
journal = {CoRR},
volume = {abs/2108.10761},
year = {2021},
url = {https://arxiv.org/abs/2108.10761},
eprinttype = {arXiv},
eprint = {2108.10761},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02403,
author = {Bo Wang and
Tao Shen and
Guodong Long and
Tianyi Zhou and
Yi Chang},
title = {Eliminating Sentiment Bias for Aspect-Level Sentiment Classification
with Unsupervised Opinion Extraction},
journal = {CoRR},
volume = {abs/2109.02403},
year = {2021},
url = {https://arxiv.org/abs/2109.02403},
eprinttype = {arXiv},
eprint = {2109.02403},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02474,
author = {Zonghan Wu and
Da Zheng and
Shirui Pan and
Quan Gan and
Guodong Long and
George Karypis},
title = {TraverseNet: Unifying Space and Time in Message Passing},
journal = {CoRR},
volume = {abs/2109.02474},
year = {2021},
url = {https://arxiv.org/abs/2109.02474},
eprinttype = {arXiv},
eprint = {2109.02474},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03069,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang},
title = {Sequential Diagnosis Prediction with Transformer and Ontological Representation},
journal = {CoRR},
volume = {abs/2109.03069},
year = {2021},
url = {https://arxiv.org/abs/2109.03069},
eprinttype = {arXiv},
eprint = {2109.03069},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09036,
author = {Yang Li and
Guodong Long and
Tao Shen and
Jing Jiang},
title = {Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail
Relation Extraction with Distant Supervision},
journal = {CoRR},
volume = {abs/2109.09036},
year = {2021},
url = {https://arxiv.org/abs/2109.09036},
eprinttype = {arXiv},
eprint = {2109.09036},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06533,
author = {Yucheng Zhou and
Xiubo Geng and
Tao Shen and
Guodong Long and
Daxin Jiang},
title = {EventBERT: {A} Pre-Trained Model for Event Correlation Reasoning},
journal = {CoRR},
volume = {abs/2110.06533},
year = {2021},
url = {https://arxiv.org/abs/2110.06533},
eprinttype = {arXiv},
eprint = {2110.06533},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhengZLZYW20,
author = {Cheng Zheng and
Qin Zhang and
Guodong Long and
Chengqi Zhang and
Sean D. Young and
Wei Wang},
title = {Measuring Time-Sensitive and Topic-Specific Influence in Social Networks
With {LSTM} and Self-Attention},
journal = {{IEEE} Access},
volume = {8},
pages = {82481--82492},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2991683},
doi = {10.1109/ACCESS.2020.2991683},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhengZLZYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhengHFYLGP20,
author = {Yu Zheng and
Ruiqi Hu and
Sai{-}Fu Fung and
Celina Ping Yu and
Guodong Long and
Ting Guo and
Shirui Pan},
title = {Clustering social audiences in business information networks},
journal = {Pattern Recognit.},
volume = {100},
pages = {107126},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2019.107126},
doi = {10.1016/J.PATCOG.2019.107126},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhengHFYLGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/PanHFLJZ20,
author = {Shirui Pan and
Ruiqi Hu and
Sai{-}Fu Fung and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Learning Graph Embedding With Adversarial Training Methods},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {6},
pages = {2475--2487},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2019.2932096},
doi = {10.1109/TCYB.2019.2932096},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/PanHFLJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/JiangJL20,
author = {Jing Jiang and
Shaoxiong Ji and
Guodong Long},
title = {Decentralized Knowledge Acquisition for Mobile Internet Applications},
journal = {World Wide Web},
volume = {23},
number = {5},
pages = {2653--2669},
year = {2020},
url = {https://doi.org/10.1007/s11280-019-00775-w},
doi = {10.1007/S11280-019-00775-W},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/JiangJL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ChenLYS20,
author = {Weitong Chen and
Guodong Long and
Lina Yao and
Quan Z. Sheng},
title = {{AMRNN:} attended multi-task recurrent neural networks for dynamic
illness severity prediction},
journal = {World Wide Web},
volume = {23},
number = {5},
pages = {2753--2770},
year = {2020},
url = {https://doi.org/10.1007/s11280-019-00720-x},
doi = {10.1007/S11280-019-00720-X},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/ChenLYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuPL0Z020,
author = {Ruiqi Hu and
Shirui Pan and
Guodong Long and
Qinghua Lu and
Liming Zhu and
Jing Jiang},
title = {Going Deep: Graph Convolutional Ladder-Shape Networks},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {2838--2845},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i03.5673},
doi = {10.1609/AAAI.V34I03.5673},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuPL0Z020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuZL0Z20,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Attribute Propagation Network for Graph Zero-Shot Learning},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4868--4875},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5923},
doi = {10.1609/AAAI.V34I04.5923},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuZL0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLSZYHJ20,
author = {Yang Li and
Guodong Long and
Tao Shen and
Tianyi Zhou and
Lina Yao and
Huan Huo and
Jing Jiang},
title = {Self-Attention Enhanced Selective Gate with Entity-Aware Embedding
for Distantly Supervised Relation Extraction},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {8269--8276},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6342},
doi = {10.1609/AAAI.V34I05.6342},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLSZYHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangWWLYQC20,
author = {Weitao Wang and
Meng Wang and
Sen Wang and
Guodong Long and
Lina Yao and
Guilin Qi and
Yang Chen},
title = {One-Shot Learning for Long-Tail Visual Relation Detection},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {12225--12232},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i07.6904},
doi = {10.1609/AAAI.V34I07.6904},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangWWLYQC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Zheng0WLZ20,
author = {Han Zheng and
Jing Jiang and
Pengfei Wei and
Guodong Long and
Chengqi Zhang},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Competitive and Cooperative Heterogeneous Deep Reinforcement Learning},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1656--1664},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398951},
doi = {10.5555/3398761.3398951},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Zheng0WLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/HuangLSJZ20,
author = {Hao Huang and
Guodong Long and
Tao Shen and
Jing Jiang and
Chengqi Zhang},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {RatE: Relation-Adaptive Translating Embedding for Knowledge Graph
Completion},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {556--567},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.48},
doi = {10.18653/V1/2020.COLING-MAIN.48},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/HuangLSJZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiSLJZZ20,
author = {Yang Li and
Tao Shen and
Guodong Long and
Jing Jiang and
Tianyi Zhou and
Chengqi Zhang},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented
Attention},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {1653--1664},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.145},
doi = {10.18653/V1/2020.COLING-MAIN.145},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiSLJZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShenMHLTC20,
author = {Tao Shen and
Yi Mao and
Pengcheng He and
Guodong Long and
Adam Trischler and
Weizhu Chen},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Exploiting Structured Knowledge in Text via Graph-Guided Representation
Learning},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {8980--8994},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.722},
doi = {10.18653/V1/2020.EMNLP-MAIN.722},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShenMHLTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengLS00Z20,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang and
Chengqi Zhang},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {BiteNet: Bidirectional Temporal Encoder Network to Predict Medical
Outcomes},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {412--421},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00050},
doi = {10.1109/ICDM50108.2020.00050},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PengLS00Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0PJ0L20,
author = {Chun Wang and
Bo Han and
Shirui Pan and
Jing Jiang and
Gang Niu and
Guodong Long},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Cross-Graph: Robust and Unsupervised Embedding for Attributed Graphs
with Corrupted Structure},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {571--580},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00066},
doi = {10.1109/ICDM50108.2020.00066},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wang0PJ0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShenGL0ZJ20,
author = {Tao Shen and
Xiubo Geng and
Guodong Long and
Jing Jiang and
Chengqi Zhang and
Daxin Jiang},
editor = {Christian Bessiere},
title = {Effective Search of Logical Forms for Weakly Supervised Knowledge-Based
Question Answering},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2227--2233},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/308},
doi = {10.24963/IJCAI.2020/308},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ShenGL0ZJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TangLL20,
author = {Wensi Tang and
Lu Liu and
Guodong Long},
title = {Interpretable Time-series Classification on Few-shot Samples},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206860},
doi = {10.1109/IJCNN48605.2020.9206860},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TangLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuPL0CZ20,
author = {Zonghan Wu and
Shirui Pan and
Guodong Long and
Jing Jiang and
Xiaojun Chang and
Chengqi Zhang},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Connecting the Dots: Multivariate Time Series Forecasting with Graph
Neural Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {753--763},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403118},
doi = {10.1145/3394486.3403118},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuPL0CZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengW0L0Z20,
author = {Han Zheng and
Pengfei Wei and
Jing Jiang and
Guodong Long and
Qinghua Lu and
Chengqi Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Cooperative Heterogeneous Deep Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ca3a9be77f7e88708afb20c8cdf44b60-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhengW0L0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Li0W0L20,
author = {Bingcong Li and
Bo Han and
Zhuowei Wang and
Jing Jiang and
Guodong Long},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Confusable Learning for Large-Class Few-Shot Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12458},
pages = {707--723},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67661-2\_42},
doi = {10.1007/978-3-030-67661-2\_42},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Li0W0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PengLS0020,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Self-attention Enhanced Patient Journey Understanding in Healthcare
System},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {719--735},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_43},
doi = {10.1007/978-3-030-67664-3\_43},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PengLS0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/LongT0Z20,
author = {Guodong Long and
Yue Tan and
Jing Jiang and
Chengqi Zhang},
editor = {Qiang Yang and
Lixin Fan and
Han Yu},
title = {Federated Learning for Open Banking},
booktitle = {Federated Learning - Privacy and Incentive},
series = {Lecture Notes in Computer Science},
volume = {12500},
pages = {240--254},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63076-8\_17},
doi = {10.1007/978-3-030-63076-8\_17},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/LongT0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10061,
author = {Wensi Tang and
Guodong Long and
Lu Liu and
Tianyi Zhou and
Jing Jiang and
Michael Blumenstein},
title = {Rethinking 1D-CNN for Time Series Classification: {A} Stronger Baseline},
journal = {CoRR},
volume = {abs/2002.10061},
year = {2020},
url = {https://arxiv.org/abs/2002.10061},
eprinttype = {arXiv},
eprint = {2002.10061},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14224,
author = {Tao Shen and
Yi Mao and
Pengcheng He and
Guodong Long and
Adam Trischler and
Weizhu Chen},
title = {Exploiting Structured Knowledge in Text via Graph-Guided Representation
Learning},
journal = {CoRR},
volume = {abs/2004.14224},
year = {2020},
url = {https://arxiv.org/abs/2004.14224},
eprinttype = {arXiv},
eprint = {2004.14224},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14781,
author = {Bo Wang and
Tao Shen and
Guodong Long and
Tianyi Zhou and
Yi Chang},
title = {Semantic Triple Encoder for Fast Open-Set Link Prediction},
journal = {CoRR},
volume = {abs/2004.14781},
year = {2020},
url = {https://arxiv.org/abs/2004.14781},
eprinttype = {arXiv},
eprint = {2004.14781},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01026,
author = {Ming Xie and
Guodong Long and
Tao Shen and
Tianyi Zhou and
Xianzhi Wang and
Jing Jiang},
title = {Multi-Center Federated Learning},
journal = {CoRR},
volume = {abs/2005.01026},
year = {2020},
url = {https://arxiv.org/abs/2005.01026},
eprinttype = {arXiv},
eprint = {2005.01026},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11650,
author = {Zonghan Wu and
Shirui Pan and
Guodong Long and
Jing Jiang and
Xiaojun Chang and
Chengqi Zhang},
title = {Connecting the Dots: Multivariate Time Series Forecasting with Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2005.11650},
year = {2020},
url = {https://arxiv.org/abs/2005.11650},
eprinttype = {arXiv},
eprint = {2005.11650},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02031,
author = {Wensi Tang and
Lu Liu and
Guodong Long},
title = {Interpretable Time-series Classification on Few-shot Samples},
journal = {CoRR},
volume = {abs/2006.02031},
year = {2020},
url = {https://arxiv.org/abs/2006.02031},
eprinttype = {arXiv},
eprint = {2006.02031},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10516,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang},
title = {Self-Attention Enhanced Patient Journey Understanding in Healthcare
System},
journal = {CoRR},
volume = {abs/2006.10516},
year = {2020},
url = {https://arxiv.org/abs/2006.10516},
eprinttype = {arXiv},
eprint = {2006.10516},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11702,
author = {Lu Liu and
William L. Hamilton and
Guodong Long and
Jing Jiang and
Hugo Larochelle},
title = {A Universal Representation Transformer Layer for Few-Shot Image Classification},
journal = {CoRR},
volume = {abs/2006.11702},
year = {2020},
url = {https://arxiv.org/abs/2006.11702},
eprinttype = {arXiv},
eprint = {2006.11702},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15479,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy},
journal = {CoRR},
volume = {abs/2006.15479},
year = {2020},
url = {https://arxiv.org/abs/2006.15479},
eprinttype = {arXiv},
eprint = {2006.15479},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11816,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Attribute Propagation Network for Graph Zero-shot Learning},
journal = {CoRR},
volume = {abs/2009.11816},
year = {2020},
url = {https://arxiv.org/abs/2009.11816},
eprinttype = {arXiv},
eprint = {2009.11816},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13252,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang and
Chengqi Zhang},
title = {BiteNet: Bidirectional Temporal Encoder Network to Predict Medical
Outcomes},
journal = {CoRR},
volume = {abs/2009.13252},
year = {2020},
url = {https://arxiv.org/abs/2009.13252},
eprinttype = {arXiv},
eprint = {2009.13252},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03773,
author = {Yang Li and
Tao Shen and
Guodong Long and
Jing Jiang and
Tianyi Zhou and
Chengqi Zhang},
title = {Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented
Attention},
journal = {CoRR},
volume = {abs/2010.03773},
year = {2020},
url = {https://arxiv.org/abs/2010.03773},
eprinttype = {arXiv},
eprint = {2010.03773},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04863,
author = {Hao Huang and
Guodong Long and
Tao Shen and
Jing Jiang and
Chengqi Zhang},
title = {RatE: Relation-Adaptive Translating Embedding for Knowledge Graph
Completion},
journal = {CoRR},
volume = {abs/2010.04863},
year = {2020},
url = {https://arxiv.org/abs/2010.04863},
eprinttype = {arXiv},
eprint = {2010.04863},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00791,
author = {Han Zheng and
Pengfei Wei and
Jing Jiang and
Guodong Long and
Qinghua Lu and
Chengqi Zhang},
title = {Cooperative Heterogeneous Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2011.00791},
year = {2020},
url = {https://arxiv.org/abs/2011.00791},
eprinttype = {arXiv},
eprint = {2011.00791},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03154,
author = {Bingcong Li and
Bo Han and
Zhuowei Wang and
Jing Jiang and
Guodong Long},
title = {Confusable Learning for Large-class Few-Shot Classification},
journal = {CoRR},
volume = {abs/2011.03154},
year = {2020},
url = {https://arxiv.org/abs/2011.03154},
eprinttype = {arXiv},
eprint = {2011.03154},
timestamp = {Mon, 06 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00925,
author = {Zhuowei Wang and
Jing Jiang and
Bo Han and
Lei Feng and
Bo An and
Gang Niu and
Guodong Long},
title = {SemiNLL: {A} Framework of Noisy-Label Learning by Semi-Supervised
Learning},
journal = {CoRR},
volume = {abs/2012.00925},
year = {2020},
url = {https://arxiv.org/abs/2012.00925},
eprinttype = {arXiv},
eprint = {2012.00925},
timestamp = {Sun, 04 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-00925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangWZLZ19,
author = {Qin Zhang and
Jia Wu and
Peng Zhang and
Guodong Long and
Chengqi Zhang},
title = {Salient Subsequence Learning for Time Series Clustering},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {9},
pages = {2193--2207},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2847699},
doi = {10.1109/TPAMI.2018.2847699},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZhangWZLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/JiangPLXJZ19,
author = {Xinxin Jiang and
Shirui Pan and
Guodong Long and
Fei Xiong and
Jing Jiang and
Chengqi Zhang},
title = {Cost-Sensitive Parallel Learning Framework for Insurance Intelligence
Operation},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {66},
number = {12},
pages = {9713--9723},
year = {2019},
url = {https://doi.org/10.1109/TIE.2018.2873526},
doi = {10.1109/TIE.2018.2873526},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/JiangPLXJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenYZCLW19,
author = {Kaixuan Chen and
Lina Yao and
Dalin Zhang and
Xiaojun Chang and
Guodong Long and
Sen Wang},
title = {Distributionally Robust Semi-Supervised Learning for People-Centric
Sensing},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3321--3328},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013321},
doi = {10.1609/AAAI.V33I01.33013321},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenYZCLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/WangLPCSG19,
author = {Yang Wang and
Guodong Long and
Xueping Peng and
Allison Clarke and
Robin Stevenson and
Leah Gerrard},
editor = {Thuc Duy Le and
Kok{-}Leong Ong and
Yanchang Zhao and
Warren H. Jin and
Sebastien Wong and
Lin Liu and
Graham Williams},
title = {Interactive Deep Metric Learning for Healthcare Cohort Discovery},
booktitle = {Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide,
SA, Australia, December 2-5, 2019, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1127},
pages = {208--221},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-981-15-1699-3\_17},
doi = {10.1007/978-981-15-1699-3\_17},
timestamp = {Thu, 23 Jun 2022 19:58:25 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/WangLPCSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/JiLPZ0W19,
author = {Shaoxiong Ji and
Guodong Long and
Shirui Pan and
Tianqing Zhu and
Jing Jiang and
Sen Wang},
editor = {Guoliang Li and
Jun Yang and
Jo{\~{a}}o Gama and
Juggapong Natwichai and
Yongxin Tong},
title = {Detecting Suicidal Ideation with Data Protection in Online Communities},
booktitle = {Database Systems for Advanced Applications - 24th International Conference,
{DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
Part III, and {DASFAA} 2019 International Workshops: BDMS, BDQM, and
GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11448},
pages = {225--229},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-18590-9\_17},
doi = {10.1007/978-3-030-18590-9\_17},
timestamp = {Mon, 30 Nov 2020 08:47:27 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/JiLPZ0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShenGQGTDLJ19,
author = {Tao Shen and
Xiubo Geng and
Tao Qin and
Daya Guo and
Duyu Tang and
Nan Duan and
Guodong Long and
Daxin Jiang},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Multi-Task Learning for Conversational Question Answering over a Large-Scale
Knowledge Base},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {2442--2451},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1248},
doi = {10.18653/V1/D19-1248},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ShenGQGTDLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengLSW0B19,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang and
Michael Blumenstein},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Temporal Self-Attention Network for Medical Concept Embedding},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {498--507},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00060},
doi = {10.1109/ICDM.2019.00060},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/PengLSW0B19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangYCLW19,
author = {Dalin Zhang and
Lina Yao and
Kaixuan Chen and
Guodong Long and
Sen Wang},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Collective Protection: Preventing Sensitive Inferences via Integrative
Transformation},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1498--1503},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00197},
doi = {10.1109/ICDM.2019.00197},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhangYCLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuPLJZ19,
author = {Zonghan Wu and
Shirui Pan and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Sarit Kraus},
title = {Graph WaveNet for Deep Spatial-Temporal Graph Modeling},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {1907--1913},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/264},
doi = {10.24963/IJCAI.2019/264},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WuPLJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuZLJYZ19,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Lina Yao and
Chengqi Zhang},
editor = {Sarit Kraus},
title = {Prototype Propagation Networks {(PPN)} for Weakly-supervised Few-shot
Learning on Category Graph},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3015--3022},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/418},
doi = {10.24963/IJCAI.2019/418},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuZLJYZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangPHLJZ19,
author = {Chun Wang and
Shirui Pan and
Ruiqi Hu and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Sarit Kraus},
title = {Attributed Graph Clustering: {A} Deep Attentional Embedding Approach},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3670--3676},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/509},
doi = {10.24963/IJCAI.2019/509},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangPHLJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChenPJHL19,
author = {Fengwen Chen and
Shirui Pan and
Jing Jiang and
Huan Huo and
Guodong Long},
title = {{DAGCN:} Dual Attention Graph Convolutional Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851698},
doi = {10.1109/IJCNN.2019.8851698},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ChenPJHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JiPL0JH19,
author = {Shaoxiong Ji and
Shirui Pan and
Guodong Long and
Xue Li and
Jing Jiang and
Zi Huang},
title = {Learning Private Neural Language Modeling with Attentive Aggregation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852464},
doi = {10.1109/IJCNN.2019.8852464},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JiPL0JH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PengLPJN19,
author = {Xueping Peng and
Guodong Long and
Shirui Pan and
Jing Jiang and
Zhendong Niu},
title = {Attentive Dual Embedding for Understanding Medical Concepts in Electronic
Health Records},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852429},
doi = {10.1109/IJCNN.2019.8852429},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PengLPJN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WuCSPLB19,
author = {Di Wu and
Junjun Chen and
Nabin Sharma and
Shirui Pan and
Guodong Long and
Michael Blumenstein},
title = {Adversarial Action Data Augmentation for Similar Gesture Action Recognition},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851993},
doi = {10.1109/IJCNN.2019.8851993},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WuCSPLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShenZL0Z19,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Tensorized Self-Attention: Efficiently Modeling Pairwise and Global
Dependencies Together},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {1256--1266},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1127},
doi = {10.18653/V1/N19-1127},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ShenZL0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuZLJZ19,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning to Propagate for Graph Meta-Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {1037--1048},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/00ac8ed3b4327bdd4ebbebcb2ba10a00-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuZLJZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00596,
author = {Zonghan Wu and
Shirui Pan and
Fengwen Chen and
Guodong Long and
Chengqi Zhang and
Philip S. Yu},
title = {A Comprehensive Survey on Graph Neural Networks},
journal = {CoRR},
volume = {abs/1901.00596},
year = {2019},
url = {http://arxiv.org/abs/1901.00596},
eprinttype = {arXiv},
eprint = {1901.00596},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01250,
author = {Shirui Pan and
Ruiqi Hu and
Sai{-}Fu Fung and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Learning Graph Embedding with Adversarial Training Methods},
journal = {CoRR},
volume = {abs/1901.01250},
year = {2019},
url = {http://arxiv.org/abs/1901.01250},
eprinttype = {arXiv},
eprint = {1901.01250},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02278,
author = {Fengwen Chen and
Shirui Pan and
Jing Jiang and
Huan Huo and
Guodong Long},
title = {{DAGCN:} Dual Attention Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/1904.02278},
year = {2019},
url = {http://arxiv.org/abs/1904.02278},
eprinttype = {arXiv},
eprint = {1904.02278},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04042,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Lina Yao and
Chengqi Zhang},
title = {Prototype Propagation Networks {(PPN)} for Weakly-supervised Few-shot
Learning on Category Graph},
journal = {CoRR},
volume = {abs/1905.04042},
year = {2019},
url = {http://arxiv.org/abs/1905.04042},
eprinttype = {arXiv},
eprint = {1905.04042},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07665,
author = {Shaoxiong Ji and
Guodong Long and
Shirui Pan and
Tianqing Zhu and
Jing Jiang and
Sen Wang and
Xue Li},
title = {Decentralized Learning with Average Difference Aggregation for Proactive
Online Social Care},
journal = {CoRR},
volume = {abs/1905.07665},
year = {2019},
url = {http://arxiv.org/abs/1905.07665},
eprinttype = {arXiv},
eprint = {1905.07665},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00121,
author = {Zonghan Wu and
Shirui Pan and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Graph WaveNet for Deep Spatial-Temporal Graph Modeling},
journal = {CoRR},
volume = {abs/1906.00121},
year = {2019},
url = {http://arxiv.org/abs/1906.00121},
eprinttype = {arXiv},
eprint = {1906.00121},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06532,
author = {Chun Wang and
Shirui Pan and
Ruiqi Hu and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Attributed Graph Clustering: {A} Deep Attentional Embedding Approach},
journal = {CoRR},
volume = {abs/1906.06532},
year = {2019},
url = {http://arxiv.org/abs/1906.06532},
eprinttype = {arXiv},
eprint = {1906.06532},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02762,
author = {Tao Shen and
Xiubo Geng and
Tao Qin and
Guodong Long and
Jing Jiang and
Daxin Jiang},
title = {Effective Search of Logical Forms for Weakly Supervised Knowledge-Based
Question Answering},
journal = {CoRR},
volume = {abs/1909.02762},
year = {2019},
url = {http://arxiv.org/abs/1909.02762},
eprinttype = {arXiv},
eprint = {1909.02762},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05024,
author = {Lu Liu and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Learning to Propagate for Graph Meta-Learning},
journal = {CoRR},
volume = {abs/1909.05024},
year = {2019},
url = {http://arxiv.org/abs/1909.05024},
eprinttype = {arXiv},
eprint = {1909.05024},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06886,
author = {Xueping Peng and
Guodong Long and
Tao Shen and
Sen Wang and
Jing Jiang and
Michael Blumenstein},
title = {Temporal Self-Attention Network for Medical Concept Embedding},
journal = {CoRR},
volume = {abs/1909.06886},
year = {2019},
url = {http://arxiv.org/abs/1909.06886},
eprinttype = {arXiv},
eprint = {1909.06886},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-06886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05069,
author = {Tao Shen and
Xiubo Geng and
Tao Qin and
Daya Guo and
Duyu Tang and
Nan Duan and
Guodong Long and
Daxin Jiang},
title = {Multi-Task Learning for Conversational Question Answering over a Large-Scale
Knowledge Base},
journal = {CoRR},
volume = {abs/1910.05069},
year = {2019},
url = {http://arxiv.org/abs/1910.05069},
eprinttype = {arXiv},
eprint = {1910.05069},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12611,
author = {Shaoxiong Ji and
Shirui Pan and
Xue Li and
Erik Cambria and
Guodong Long and
Zi Huang},
title = {Suicidal Ideation Detection: {A} Review of Machine Learning Methods
and Applications},
journal = {CoRR},
volume = {abs/1910.12611},
year = {2019},
url = {http://arxiv.org/abs/1910.12611},
eprinttype = {arXiv},
eprint = {1910.12611},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11899,
author = {Yang Li and
Guodong Long and
Tao Shen and
Tianyi Zhou and
Lina Yao and
Huan Huo and
Jing Jiang},
title = {Self-Attention Enhanced Selective Gate with Entity-Aware Embedding
for Distantly Supervised Relation Extraction},
journal = {CoRR},
volume = {abs/1911.11899},
year = {2019},
url = {http://arxiv.org/abs/1911.11899},
eprinttype = {arXiv},
eprint = {1911.11899},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/JiYFPL18,
author = {Shaoxiong Ji and
Celina Ping Yu and
Sai{-}Fu Fung and
Shirui Pan and
Guodong Long},
title = {Supervised Learning for Suicidal Ideation Detection in Online User
Content},
journal = {Complex.},
volume = {2018},
pages = {6157249:1--6157249:10},
year = {2018},
url = {https://doi.org/10.1155/2018/6157249},
doi = {10.1155/2018/6157249},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/JiYFPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ZhangW00LZ18,
author = {Qinzhe Zhang and
Jia Wu and
Qin Zhang and
Peng Zhang and
Guodong Long and
Chengqi Zhang},
title = {Dual influence embedded social recommendation},
journal = {World Wide Web},
volume = {21},
number = {4},
pages = {849--874},
year = {2018},
url = {https://doi.org/10.1007/s11280-017-0486-5},
doi = {10.1007/S11280-017-0486-5},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/ZhangW00LZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BoroujeniWLWSYL18,
author = {Forough Rezaei Boroujeni and
Sen Wang and
Zhihui Li and
Nicholas West and
Bela Stantic and
Lina Yao and
Guodong Long},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Trace Ratio Optimization With Feature Correlation Mining for Multiclass
Discriminant Analysis},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2746--2753},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11805},
doi = {10.1609/AAAI.V32I1.11805},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BoroujeniWLWSYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShenZLJPZ18,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Shirui Pan and
Chengqi Zhang},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language
Understanding},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5446--5455},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11941},
doi = {10.1609/AAAI.V32I1.11941},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShenZLJPZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenWLYSL18,
author = {Weitong Chen and
Sen Wang and
Guodong Long and
Lina Yao and
Quan Z. Sheng and
Xue Li},
title = {Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive
Care Unit},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {917--922},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00111},
doi = {10.1109/ICDM.2018.00111},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenWLYSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenZL0Z18,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Bi-Directional Block Self-Attention for Fast and Memory-Efficient
Sequence Modeling},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1cWzoxA-},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShenZL0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PanHLJYZ18,
author = {Shirui Pan and
Ruiqi Hu and
Guodong Long and
Jing Jiang and
Lina Yao and
Chengqi Zhang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Adversarially Regularized Graph Autoencoder for Graph Embedding},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2609--2615},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/362},
doi = {10.24963/IJCAI.2018/362},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PanHLJYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangY0WTLW18,
author = {Xiang Zhang and
Lina Yao and
Chaoran Huang and
Sen Wang and
Mingkui Tan and
Guodong Long and
Can Wang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Multi-modality Sensor Data Classification with Selective Attention},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3111--3117},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/432},
doi = {10.24963/IJCAI.2018/432},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangY0WTLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangYSWLD18,
author = {Shuai Zhang and
Lina Yao and
Aixin Sun and
Sen Wang and
Guodong Long and
Manqing Dong},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {NeuRec: On Nonlinear Transformation for Personalized Ranking},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3669--3675},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/510},
doi = {10.24963/IJCAI.2018/510},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangYSWLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShenZLJWZ18,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Sen Wang and
Chengqi Zhang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention
for Sequence Modeling},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {4345--4352},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/604},
doi = {10.24963/IJCAI.2018/604},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ShenZLJWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JiangPJL18,
author = {Xinxin Jiang and
Shirui Pan and
Jing Jiang and
Guodong Long},
title = {Cross-Domain Deep Learning Approach For Multiple Financial Market
Prediction},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489360},
doi = {10.1109/IJCNN.2018.8489360},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JiangPJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JiangPLCJZ18,
author = {Xinxin Jiang and
Shirui Pan and
Guodong Long and
Jiang Chang and
Jing Jiang and
Chengqi Zhang},
title = {Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced
Data},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489420},
doi = {10.1109/IJCNN.2018.8489420},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JiangPLCJZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10296,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Sen Wang and
Chengqi Zhang},
title = {Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention
for Sequence Modeling},
journal = {CoRR},
volume = {abs/1801.10296},
year = {2018},
url = {http://arxiv.org/abs/1801.10296},
eprinttype = {arXiv},
eprint = {1801.10296},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04407,
author = {Shirui Pan and
Ruiqi Hu and
Guodong Long and
Jing Jiang and
Lina Yao and
Chengqi Zhang},
title = {Adversarially Regularized Graph Autoencoder},
journal = {CoRR},
volume = {abs/1802.04407},
year = {2018},
url = {http://arxiv.org/abs/1802.04407},
eprinttype = {arXiv},
eprint = {1802.04407},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00857,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Bi-Directional Block Self-Attention for Fast and Memory-Efficient
Sequence Modeling},
journal = {CoRR},
volume = {abs/1804.00857},
year = {2018},
url = {http://arxiv.org/abs/1804.00857},
eprinttype = {arXiv},
eprint = {1804.00857},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05493,
author = {Xiang Zhang and
Lina Yao and
Chaoran Huang and
Sen Wang and
Mingkui Tan and
Guodong Long and
Can Wang},
title = {Multi-modality Sensor Data Classification with Selective Attention},
journal = {CoRR},
volume = {abs/1804.05493},
year = {2018},
url = {http://arxiv.org/abs/1804.05493},
eprinttype = {arXiv},
eprint = {1804.05493},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00912,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
title = {Fast Directional Self-Attention Mechanism},
journal = {CoRR},
volume = {abs/1805.00912},
year = {2018},
url = {http://arxiv.org/abs/1805.00912},
eprinttype = {arXiv},
eprint = {1805.00912},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03002,
author = {Shuai Zhang and
Lina Yao and
Aixin Sun and
Sen Wang and
Guodong Long and
Manqing Dong},
title = {NeuRec: On Nonlinear Transformation for Personalized Ranking},
journal = {CoRR},
volume = {abs/1805.03002},
year = {2018},
url = {http://arxiv.org/abs/1805.03002},
eprinttype = {arXiv},
eprint = {1805.03002},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05299,
author = {Kaixuan Chen and
Lina Yao and
Dalin Zhang and
Xiaojun Chang and
Guodong Long and
Sen Wang},
title = {Distributionally Robust Semi-Supervised Learning for People-Centric
Sensing},
journal = {CoRR},
volume = {abs/1811.05299},
year = {2018},
url = {http://arxiv.org/abs/1811.05299},
eprinttype = {arXiv},
eprint = {1811.05299},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12157,
author = {Ruiqi Hu and
Celina Ping Yu and
Sai{-}Fu Fung and
Shirui Pan and
Haishuai Wang and
Guodong Long},
title = {Universal Network Representation for Heterogeneous Information Networks},
journal = {CoRR},
volume = {abs/1811.12157},
year = {2018},
url = {http://arxiv.org/abs/1811.12157},
eprinttype = {arXiv},
eprint = {1811.12157},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07108,
author = {Shaoxiong Ji and
Shirui Pan and
Guodong Long and
Xue Li and
Jing Jiang and
Zi Huang},
title = {Learning Private Neural Language Modeling with Attentive Aggregation},
journal = {CoRR},
volume = {abs/1812.07108},
year = {2018},
url = {http://arxiv.org/abs/1812.07108},
eprinttype = {arXiv},
eprint = {1812.07108},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ZhangWZLZ17,
author = {Qinzhe Zhang and
Jia Wu and
Peng Zhang and
Guodong Long and
Chengqi Zhang},
title = {Collective Hyping Detection System for Identifying Online Spam Activities},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {5},
pages = {53--63},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.3711639},
doi = {10.1109/MIS.2017.3711639},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/ZhangWZLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PanWZLZ17,
author = {Shirui Pan and
Jia Wu and
Xingquan Zhu and
Guodong Long and
Chengqi Zhang},
title = {Boosting for graph classification with universum},
journal = {Knowl. Inf. Syst.},
volume = {50},
number = {1},
pages = {53--77},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-0934-z},
doi = {10.1007/S10115-016-0934-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PanWZLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/PanWZLZ17,
author = {Shirui Pan and
Jia Wu and
Xingquan Zhu and
Guodong Long and
Chengqi Zhang},
title = {Task Sensitive Feature Exploration and Learning for Multitask Graph
Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {3},
pages = {744--758},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2526058},
doi = {10.1109/TCYB.2016.2526058},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/PanWZLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangLCYSL17,
author = {Sen Wang and
Xue Li and
Xiaojun Chang and
Lina Yao and
Quan Z. Sheng and
Guodong Long},
title = {Learning Multiple Diagnosis Codes for {ICU} Patients with Local Disease
Correlation Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {3},
pages = {31:1--31:21},
year = {2017},
url = {https://doi.org/10.1145/3003729},
doi = {10.1145/3003729},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/WangLCYSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangPLZJ17,
author = {Chun Wang and
Shirui Pan and
Guodong Long and
Xingquan Zhu and
Jing Jiang},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {{MGAE:} Marginalized Graph Autoencoder for Graph Clustering},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {889--898},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132967},
doi = {10.1145/3132847.3132967},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangPLZJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuPJL17,
author = {Ruiqi Hu and
Shirui Pan and
Jing Jiang and
Guodong Long},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Graph Ladder Networks for Network Classification},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2103--2106},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133124},
doi = {10.1145/3132847.3133124},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/HuPJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuYFPWL17,
author = {Ruiqi Hu and
Celina Ping Yu and
Sai{-}Fu Fung and
Shirui Pan and
Haishuai Wang and
Guodong Long},
title = {Universal network representation for heterogeneous information networks},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {388--395},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965880},
doi = {10.1109/IJCNN.2017.7965880},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuYFPWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-04696,
author = {Tao Shen and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Shirui Pan and
Chengqi Zhang},
title = {DiSAN: Directional Self-Attention Network for RNN/CNN-free Language
Understanding},
journal = {CoRR},
volume = {abs/1709.04696},
year = {2017},
url = {http://arxiv.org/abs/1709.04696},
eprinttype = {arXiv},
eprint = {1709.04696},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-04696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05980,
author = {Meng Wang and
Mengyue Liu and
Jun Liu and
Sen Wang and
Guodong Long and
Buyue Qian},
title = {Safe Medicine Recommendation via Medical Knowledge Graph Embedding},
journal = {CoRR},
volume = {abs/1710.05980},
year = {2017},
url = {http://arxiv.org/abs/1710.05980},
eprinttype = {arXiv},
eprint = {1710.05980},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/DuYPLZ16,
author = {Xingzhong Du and
Yan Yan and
Pingbo Pan and
Guodong Long and
Lei Zhao},
title = {Multiple graph unsupervised feature selection},
journal = {Signal Process.},
volume = {120},
pages = {754--760},
year = {2016},
url = {https://doi.org/10.1016/j.sigpro.2014.12.027},
doi = {10.1016/J.SIGPRO.2014.12.027},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/DuYPLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZL0ZW16,
author = {Qin Zhang and
Peng Zhang and
Guodong Long and
Wei Ding and
Chengqi Zhang and
Xindong Wu},
title = {Online Learning from Trapezoidal Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {10},
pages = {2709--2723},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2563424},
doi = {10.1109/TKDE.2016.2563424},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZL0ZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangCLLYS16,
author = {Sen Wang and
Xiaojun Chang and
Xue Li and
Guodong Long and
Lina Yao and
Quan Z. Sheng},
title = {Diagnosis Code Assignment Using Sparsity-Based Disease Correlation
Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {12},
pages = {3191--3202},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2605687},
doi = {10.1109/TKDE.2016.2605687},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangCLLYS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/ZhangHLHZ16,
author = {Peng Zhang and
Jing He and
Guodong Long and
Guangyan Huang and
Chengqi Zhang},
title = {Towards Anomalous Diffusion Sources Detection in a Large Network},
journal = {{ACM} Trans. Internet Techn.},
volume = {16},
number = {1},
pages = {2:1--2:24},
year = {2016},
url = {https://doi.org/10.1145/2806889},
doi = {10.1145/2806889},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/toit/ZhangHLHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/WangPLCLS16,
author = {Sen Wang and
Pingbo Pan and
Guodong Long and
Weitong Chen and
Xue Li and
Quan Z. Sheng},
title = {Compact representation for large-scale unconstrained video analysis},
journal = {World Wide Web},
volume = {19},
number = {2},
pages = {231--246},
year = {2016},
url = {https://doi.org/10.1007/s11280-015-0354-0},
doi = {10.1007/S11280-015-0354-0},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/WangPLCLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YanXTLY16,
author = {Yan Yan and
Zhongwen Xu and
Ivor W. Tsang and
Guodong Long and
Yi Yang},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Robust Semi-Supervised Learning through Label Aggregation},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2244--2250},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10276},
doi = {10.1609/AAAI.V30I1.10276},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YanXTLY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChangYLZH16,
author = {Xiaojun Chang and
Yi Yang and
Guodong Long and
Chengqi Zhang and
Alexander G. Hauptmann},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Dynamic Concept Composition for Zero-Example Event Detection},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3464--3470},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10474},
doi = {10.1609/AAAI.V30I1.10474},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChangYLZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangWYLLZ16,
author = {Qinzhe Zhang and
Jia Wu and
Hong Yang and
Weixue Lu and
Guodong Long and
Chengqi Zhang},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Global and Local Influence-based Social Recommendation},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1917--1920},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983873},
doi = {10.1145/2983323.2983873},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhangWYLLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWZLTZ16,
author = {Qin Zhang and
Jia Wu and
Peng Zhang and
Guodong Long and
Ivor W. Tsang and
Chengqi Zhang},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Inferring Latent Network from Cascade Data for Dynamic Social Recommendation},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {669--678},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0078},
doi = {10.1109/ICDM.2016.0078},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangWZLTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuPLZJZ16,
author = {Ruiqi Hu and
Shirui Pan and
Guodong Long and
Xingquan Zhu and
Jing Jiang and
Chengqi Zhang},
title = {Co-clustering enterprise social networks},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {107--114},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727187},
doi = {10.1109/IJCNN.2016.7727187},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuPLZJZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BaiWWZJL16,
author = {Yu Bai and
Haishuai Wang and
Jia Wu and
Yun Zhang and
Jing Jiang and
Guodong Long},
title = {Evolutionary lazy learning for Naive Bayes classification},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {3124--3129},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727597},
doi = {10.1109/IJCNN.2016.7727597},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/BaiWWZJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangZLZZ16,
author = {Qinzhe Zhang and
Qin Zhang and
Guodong Long and
Peng Zhang and
Chengqi Zhang},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Exploring Heterogeneous Product Networks for Discovering Collective
Marketing Hyping Behavior},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {40--51},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_4},
doi = {10.1007/978-3-319-31753-3\_4},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangZLZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChangYLZH16,
author = {Xiaojun Chang and
Yi Yang and
Guodong Long and
Chengqi Zhang and
Alexander G. Hauptmann},
title = {Dynamic Concept Composition for Zero-Example Event Detection},
journal = {CoRR},
volume = {abs/1601.03679},
year = {2016},
url = {http://arxiv.org/abs/1601.03679},
eprinttype = {arXiv},
eprint = {1601.03679},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChangYLZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/PanWZLZ15,
author = {Shirui Pan and
Jia Wu and
Xingquan Zhu and
Guodong Long and
Chengqi Zhang},
title = {Finding the best not the most: regularized loss minimization subgraph
selection for graph classification},
journal = {Pattern Recognit.},
volume = {48},
number = {11},
pages = {3783--3796},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.05.019},
doi = {10.1016/J.PATCOG.2015.05.019},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/PanWZLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangLCL15,
author = {Xinxin Jiang and
Wei Liu and
Longbing Cao and
Guodong Long},
editor = {Blai Bonet and
Sven Koenig},
title = {Coupled Collaborative Filtering for Context-aware Recommendation},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4172--4173},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9705},
doi = {10.1609/AAAI.V29I1.9705},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangLCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/ZhangYL15,
author = {Qinzhe Zhang and
Litao Yu and
Guodong Long},
editor = {Mohamed A. Sharaf and
Muhammad Aamir Cheema and
Jianzhong Qi},
title = {SocialTrail: Recommending Social Trajectories from Location-Based
Social Networks},
booktitle = {Databases Theory and Applications - 26th Australasian Database Conference,
{ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9093},
pages = {314--317},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19548-3\_26},
doi = {10.1007/978-3-319-19548-3\_26},
timestamp = {Fri, 27 Mar 2020 09:01:41 +0100},
biburl = {https://dblp.org/rec/conf/adc/ZhangYL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/UnankardLL15,
author = {Sayan Unankard and
Xue Li and
Guodong Long},
editor = {Matthias Renz and
Cyrus Shahabi and
Xiaofang Zhou and
Muhammad Aamir Cheema},
title = {Invariant Event Tracking on Social Networks},
booktitle = {Database Systems for Advanced Applications - 20th International Conference,
{DASFAA} 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9050},
pages = {517--521},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18123-3\_31},
doi = {10.1007/978-3-319-18123-3\_31},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/UnankardLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZLDZW15,
author = {Qin Zhang and
Peng Zhang and
Guodong Long and
Wei Ding and
Chengqi Zhang and
Xindong Wu},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Towards Mining Trapezoidal Data Streams},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1111--1116},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.42},
doi = {10.1109/ICDM.2015.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZLDZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsci/JiangPL15,
author = {Xinxin Jiang and
Xueping Peng and
Guodong Long},
editor = {Chengqi Zhang and
Wei Huang and
Yong Shi and
Philip S. Yu and
Yangyong Zhu and
Yingjie Tian and
Peng Zhang and
Jing He},
title = {Discovering Sequential Rental Patterns by Fleet Tracking},
booktitle = {Data Science - Second International Conference, {ICDS} 2015 Sydney,
Australia, August 8-9, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9208},
pages = {42--49},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24474-7\_7},
doi = {10.1007/978-3-319-24474-7\_7},
timestamp = {Mon, 08 May 2023 14:38:37 +0200},
biburl = {https://dblp.org/rec/conf/icdsci/JiangPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/au/Long14,
author = {Guodong Long},
title = {Instance-based and feature-based classification enhancement for short
{\&} sparse texts},
school = {University of Technology Sydney, Australia},
year = {2014},
url = {https://hdl.handle.net/10453/29252},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/au/Long14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LongJ13,
author = {Guodong Long and
Jing Jiang},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Graph Based Feature Augmentation for Short and Sparse Text Classification},
booktitle = {Advanced Data Mining and Applications, 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {8346},
pages = {456--467},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53914-5\_39},
doi = {10.1007/978-3-642-53914-5\_39},
timestamp = {Tue, 01 Feb 2022 13:00:44 +0100},
biburl = {https://dblp.org/rec/conf/adma/LongJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/JiangLZL13,
author = {Jing Jiang and
Jie Lu and
Guangquan Zhang and
Guodong Long},
title = {Optimal Cloud Resource Auto-Scaling for Web Applications},
booktitle = {13th {IEEE/ACM} International Symposium on Cluster, Cloud, and Grid
Computing, CCGrid 2013, Delft, Netherlands, May 13-16, 2013},
pages = {58--65},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CCGrid.2013.73},
doi = {10.1109/CCGRID.2013.73},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccgrid/JiangLZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LongCZZ12,
author = {Guodong Long and
Ling Chen and
Xingquan Zhu and
Chengqi Zhang},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {{TCSST:} transfer classification of short {\&} sparse text using
external data},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {764--772},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396859},
doi = {10.1145/2396761.2396859},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LongCZZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/services/JiangLZL11,
author = {Jing Jiang and
Jie Lu and
Guangquan Zhang and
Guodong Long},
title = {Scaling-Up Item-Based Collaborative Filtering Recommendation Algorithm
Based on Hadoop},
booktitle = {World Congress on Services, {SERVICES} 2011, Washington, DC, USA,
July 4-9, 2011},
pages = {490--497},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/SERVICES.2011.66},
doi = {10.1109/SERVICES.2011.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/services/JiangLZL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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