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BibTeX 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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