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ORCIDBibTeX records: James Cheng
@inproceedings{DBLP:conf/aaai/XieCWZHMC24,
author = {Binghui Xie and
Yongqiang Chen and
Jiaqi Wang and
Kaiwen Zhou and
Bo Han and
Wei Meng and
James Cheng},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Enhancing Evolving Domain Generalization through Dynamic Latent Representations},
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 = {16040--16048},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i14.29536},
doi = {10.1609/AAAI.V38I14.29536},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XieCWZHMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08464,
author = {Binghui Xie and
Yongqiang Chen and
Jiaqi Wang and
Kaiwen Zhou and
Bo Han and
Wei Meng and
James Cheng},
title = {Enhancing Evolving Domain Generalization through Dynamic Latent Representations},
journal = {CoRR},
volume = {abs/2401.08464},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08464},
doi = {10.48550/ARXIV.2401.08464},
eprinttype = {arXiv},
eprint = {2401.08464},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03139,
author = {Binghui Xie and
Yatao Bian and
Kaiwen Zhou and
Yongqiang Chen and
Peilin Zhao and
Bo Han and
Wei Meng and
James Cheng},
title = {Enhancing Neural Subset Selection: Integrating Background Information
into Set Representations},
journal = {CoRR},
volume = {abs/2402.03139},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03139},
doi = {10.48550/ARXIV.2402.03139},
eprinttype = {arXiv},
eprint = {2402.03139},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03941,
author = {Chenxi Liu and
Yongqiang Chen and
Tongliang Liu and
Mingming Gong and
James Cheng and
Bo Han and
Kun Zhang},
title = {Discovery of the Hidden World with Large Language Models},
journal = {CoRR},
volume = {abs/2402.03941},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03941},
doi = {10.48550/ARXIV.2402.03941},
eprinttype = {arXiv},
eprint = {2402.03941},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/Jin0LZMZCC23,
author = {Tatiana Jin and
Boyang Li and
Yichao Li and
Qihui Zhou and
Qianli Ma and
Yunjian Zhao and
Hongzhi Chen and
James Cheng},
title = {Circinus: Fast Redundancy-Reduced Subgraph Matching},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {1},
pages = {12:1--12:26},
year = {2023},
url = {https://doi.org/10.1145/3588692},
doi = {10.1145/3588692},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmmod/Jin0LZMZCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/Ma0CHWC23,
author = {Kaihao Ma and
Xiao Yan and
Zhenkun Cai and
Yuzhen Huang and
Yidi Wu and
James Cheng},
title = {{FEC:} Efficient Deep Recommendation Model Training with Flexible
Embedding Communication},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {2},
pages = {165:1--165:21},
year = {2023},
url = {https://doi.org/10.1145/3589310},
doi = {10.1145/3589310},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmmod/Ma0CHWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KamhouaZMCLH23,
author = {Barakeel Fanseu Kamhoua and
Lin Zhang and
Kaili Ma and
James Cheng and
Bo Li and
Bo Han},
title = {{GRACE:} {A} General Graph Convolution Framework for Attributed Graph
Clustering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {3},
pages = {31:1--31:31},
year = {2023},
url = {https://doi.org/10.1145/3544977},
doi = {10.1145/3544977},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/KamhouaZMCLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grades/Cheng23,
author = {James Cheng},
editor = {Olaf Hartig and
Yuichi Yoshida},
title = {Graph Feature Management: Impact, Challenges and Opportunities},
booktitle = {Proceedings of the 6th Joint Workshop on Graph Data Management Experiences
{\&} Systems {(GRADES)} and Network Data Analytics (NDA), Seattle,
WA, USA, 18 June 2023},
pages = {2:1},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3594778.3596882},
doi = {10.1145/3594778.3596882},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/grades/Cheng23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002ZBXWZ00Z0C23,
author = {Yongqiang Chen and
Kaiwen Zhou and
Yatao Bian and
Binghui Xie and
Bingzhe Wu and
Yonggang Zhang and
Kaili Ma and
Han Yang and
Peilin Zhao and
Bo Han and
James Cheng},
title = {Pareto Invariant Risk Minimization: Towards Mitigating the Optimization
Dilemma in Out-of-Distribution Generalization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=esFxSb\_0pSL},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002ZBXWZ00Z0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Yin0ZFCCTW23,
author = {Peiqi Yin and
Xiao Yan and
Jinjing Zhou and
Qiang Fu and
Zhenkun Cai and
James Cheng and
Bo Tang and
Minjie Wang},
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 = {{DGI:} An Easy and Efficient Framework for {GNN} Model Evaluation},
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 = {5439--5450},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599805},
doi = {10.1145/3580305.3599805},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Yin0ZFCCTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenBZXHC23,
author = {Yongqiang Chen and
Yatao Bian and
Kaiwen Zhou and
Binghui Xie and
Bo Han and
James Cheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Does Invariant Graph Learning via Environment Augmentation Learn Invariance?},
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/e21a7b668ce3ea2c9c964c52d1c9f161-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenBZXHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenHZBHC23,
author = {Yongqiang Chen and
Wei Huang and
Kaiwen Zhou and
Yatao Bian and
Bo Han and
James Cheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Understanding and Improving Feature Learning for Out-of-Distribution
Generalization},
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/d73d5645ddbb9ada6c862116435574f6-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenHZBHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/CaiZ0ZSZCK23,
author = {Zhenkun Cai and
Qihui Zhou and
Xiao Yan and
Da Zheng and
Xiang Song and
Chenguang Zheng and
James Cheng and
George Karypis},
editor = {Maryam Mehri Dehnavi and
Milind Kulkarni and
Sriram Krishnamoorthy},
title = {{DSP:} Efficient {GNN} Training with Multiple GPUs},
booktitle = {Proceedings of the 28th {ACM} {SIGPLAN} Annual Symposium on Principles
and Practice of Parallel Programming, PPoPP 2023, Montreal, QC, Canada,
25 February 2023 - 1 March 2023},
pages = {392--404},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3572848.3577528},
doi = {10.1145/3572848.3577528},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppopp/CaiZ0ZSZCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11327,
author = {Yongqiang Chen and
Wei Huang and
Kaiwen Zhou and
Yatao Bian and
Bo Han and
James Cheng},
title = {Towards Understanding Feature Learning in Out-of-Distribution Generalization},
journal = {CoRR},
volume = {abs/2304.11327},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11327},
doi = {10.48550/ARXIV.2304.11327},
eprinttype = {arXiv},
eprint = {2304.11327},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03152,
author = {Zihao Wang and
Yongqiang Chen and
Yang Duan and
Weijiang Li and
Bo Han and
James Cheng and
Hanghang Tong},
title = {Towards out-of-distribution generalizable predictions of chemical
kinetics properties},
journal = {CoRR},
volume = {abs/2310.03152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03152},
doi = {10.48550/ARXIV.2310.03152},
eprinttype = {arXiv},
eprint = {2310.03152},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19035,
author = {Yongqiang Chen and
Yatao Bian and
Kaiwen Zhou and
Binghui Xie and
Bo Han and
James Cheng},
title = {Does Invariant Graph Learning via Environment Augmentation Learn Invariance?},
journal = {CoRR},
volume = {abs/2310.19035},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19035},
doi = {10.48550/ARXIV.2310.19035},
eprinttype = {arXiv},
eprint = {2310.19035},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18194,
author = {Yongqiang Chen and
Binghui Xie and
Kaiwen Zhou and
Bo Han and
Yatao Bian and
James Cheng},
title = {Positional Information Matters for Invariant In-Context Learning:
{A} Case Study of Simple Function Classes},
journal = {CoRR},
volume = {abs/2311.18194},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18194},
doi = {10.48550/ARXIV.2311.18194},
eprinttype = {arXiv},
eprint = {2311.18194},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10365,
author = {Yuntao Gui and
Xiao Yan and
Peiqi Yin and
Han Yang and
James Cheng},
title = {{SPT:} Fine-Tuning Transformer-based Language Models Efficiently with
Sparsification},
journal = {CoRR},
volume = {abs/2312.10365},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10365},
doi = {10.48550/ARXIV.2312.10365},
eprinttype = {arXiv},
eprint = {2312.10365},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhengCCSWLCYZ22,
author = {Chenguang Zheng and
Hongzhi Chen and
Yuxuan Cheng and
Zhezheng Song and
Yifan Wu and
Changji Li and
James Cheng and
Hao Yang and
Shuai Zhang},
title = {ByteGNN: Efficient Graph Neural Network Training at Large Scale},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {6},
pages = {1228--1242},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p1228-zheng.pdf},
doi = {10.14778/3514061.3514069},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ZhengCCSWLCYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ChenLZHFCZ22,
author = {Hongzhi Chen and
Changji Li and
Chenguang Zheng and
Chenghuan Huang and
Juncheng Fang and
James Cheng and
Jie Zhang},
title = {G-Tran: {A} High Performance Distributed Graph Database with a Decentralized
Architecture},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {11},
pages = {2545--2558},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p2545-chen.pdf},
doi = {10.14778/3551793.3551813},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ChenLZHFCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiCZHCZLLHCWZFW22,
author = {Changji Li and
Hongzhi Chen and
Shuai Zhang and
Yingqian Hu and
Chao Chen and
Zhenjie Zhang and
Meng Li and
Xiangchen Li and
Dongqing Han and
Xiaohui Chen and
Xudong Wang and
Huiming Zhu and
Xuwei Fu and
Tingwei Wu and
Hongfei Tan and
Hengtian Ding and
Mengjin Liu and
Kangcheng Wang and
Ting Ye and
Lei Li and
Xin Li and
Yu Wang and
Chenguang Zheng and
Hao Yang and
James Cheng},
title = {ByteGraph: {A} High-Performance Distributed Graph Database in ByteDance},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {12},
pages = {3306--3318},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p3306-li.pdf},
doi = {10.14778/3554821.3554824},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiCZHCZLLHCWZFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tos/ZuoZSYZHCHY22,
author = {Pengfei Zuo and
Qihui Zhou and
Jiazhao Sun and
Liu Yang and
Shuangwu Zhang and
Yu Hua and
James Cheng and
Rongfeng He and
Huabing Yan},
title = {{RACE:} One-sided RDMA-conscious Extendible Hashing},
journal = {{ACM} Trans. Storage},
volume = {18},
number = {2},
pages = {11:1--11:29},
year = {2022},
url = {https://doi.org/10.1145/3511895},
doi = {10.1145/3511895},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tos/ZuoZSYZHCHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuMYLCHCYY22,
author = {Yidi Wu and
Kaihao Ma and
Xiao Yan and
Zhi Liu and
Zhenkun Cai and
Yuzhen Huang and
James Cheng and
Han Yuan and
Fan Yu},
title = {Elastic Deep Learning in Multi-Tenant {GPU} Clusters},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {1},
pages = {144--158},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3064966},
doi = {10.1109/TPDS.2021.3064966},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WuMYLCHCYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/CaiYMWHCSY22,
author = {Zhenkun Cai and
Xiao Yan and
Kaihao Ma and
Yidi Wu and
Yuzhen Huang and
James Cheng and
Teng Su and
Fan Yu},
title = {TensorOpt: Exploring the Tradeoffs in Distributed {DNN} Training With
Auto-Parallelism},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {8},
pages = {1967--1981},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3132413},
doi = {10.1109/TPDS.2021.3132413},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/CaiYMWHCSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouTSC22,
author = {Kaiwen Zhou and
Lai Tian and
Anthony Man{-}Cho So and
James Cheng},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {3684--3708},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/zhou22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouTSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002YZ0L0C22,
author = {Yongqiang Chen and
Han Yang and
Yonggang Zhang and
Kaili Ma and
Tongliang Liu and
Bo Han and
James Cheng},
title = {Understanding and Improving Graph Injection Attack by Promoting Unnoticeability},
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=wkMG8cdvh7-},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002YZ0L0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaoWZ0X00C22,
author = {Ruize Gao and
Jiongxiao Wang and
Kaiwen Zhou and
Feng Liu and
Binghui Xie and
Gang Niu and
Bo Han and
James Cheng},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin
Attack},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {7144--7163},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/gao22i.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaoWZ0X00C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002ZB00XL0C22,
author = {Yongqiang Chen and
Yonggang Zhang and
Yatao Bian and
Han Yang and
Kaili Ma and
Binghui Xie and
Tongliang Liu and
Bo Han and
James Cheng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Causally Invariant Representations for Out-of-Distribution
Generalization on Graphs},
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/8b21a7ea42cbcd1c29a7a88c444cce45-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002ZB00XL0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KamhouaZ00000C22,
author = {Barakeel Fanseu Kamhoua and
Lin Zhang and
Yongqiang Chen and
Han Yang and
Kaili Ma and
Bo Han and
Bo Li and
James Cheng},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Exact Shape Correspondence via 2D graph convolution},
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/72d9a23e3895b5670e650c2e742065c9-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KamhouaZ00000C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/JiangZJLZLC22,
author = {Guanxian Jiang and
Qihui Zhou and
Tatiana Jin and
Boyang Li and
Yunjian Zhao and
Yichao Li and
James Cheng},
editor = {Felix Wolf and
Sameer Shende and
Candace Culhane and
Sadaf R. Alam and
Heike Jagode},
title = {{VSGM:} View-Based GPU-Accelerated Subgraph Matching on Large Graphs},
booktitle = {{SC22:} International Conference for High Performance Computing, Networking,
Storage and Analysis, Dallas, TX, USA, November 13-18, 2022},
pages = {52:1--52:15},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SC41404.2022.00057},
doi = {10.1109/SC41404.2022.00057},
timestamp = {Wed, 24 May 2023 16:17:06 +0200},
biburl = {https://dblp.org/rec/conf/sc/JiangZJLZLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GuiWYJLZCY22,
author = {Yuntao Gui and
Yidi Wu and
Han Yang and
Tatiana Jin and
Boyang Li and
Qihui Zhou and
James Cheng and
Fan Yu},
editor = {Felix Wolf and
Sameer Shende and
Candace Culhane and
Sadaf R. Alam and
Heike Jagode},
title = {{HGL:} Accelerating Heterogeneous {GNN} Training with Holistic Representation
and Optimization},
booktitle = {{SC22:} International Conference for High Performance Computing, Networking,
Storage and Analysis, Dallas, TX, USA, November 13-18, 2022},
pages = {72:1--72:15},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SC41404.2022.00077},
doi = {10.1109/SC41404.2022.00077},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/GuiWYJLZCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05441,
author = {Yongqiang Chen and
Yonggang Zhang and
Han Yang and
Kaili Ma and
Binghui Xie and
Tongliang Liu and
Bo Han and
James Cheng},
title = {Invariance Principle Meets Out-of-Distribution Generalization on Graphs},
journal = {CoRR},
volume = {abs/2202.05441},
year = {2022},
url = {https://arxiv.org/abs/2202.05441},
eprinttype = {arXiv},
eprint = {2202.05441},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08057,
author = {Yongqiang Chen and
Han Yang and
Yonggang Zhang and
Kaili Ma and
Tongliang Liu and
Bo Han and
James Cheng},
title = {Understanding and Improving Graph Injection Attack by Promoting Unnoticeability},
journal = {CoRR},
volume = {abs/2202.08057},
year = {2022},
url = {https://arxiv.org/abs/2202.08057},
eprinttype = {arXiv},
eprint = {2202.08057},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02273,
author = {Binghui Xie and
Chenhan Jin and
Kaiwen Zhou and
James Cheng and
Wei Meng},
title = {An Adaptive Incremental Gradient Method With Support for Non-Euclidean
Norms},
journal = {CoRR},
volume = {abs/2205.02273},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02273},
doi = {10.48550/ARXIV.2205.02273},
eprinttype = {arXiv},
eprint = {2205.02273},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07314,
author = {Ruize Gao and
Jiongxiao Wang and
Kaiwen Zhou and
Feng Liu and
Binghui Xie and
Gang Niu and
Bo Han and
James Cheng},
title = {Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin
Attack},
journal = {CoRR},
volume = {abs/2206.07314},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07314},
doi = {10.48550/ARXIV.2206.07314},
eprinttype = {arXiv},
eprint = {2206.07314},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07766,
author = {Yongqiang Chen and
Kaiwen Zhou and
Yatao Bian and
Binghui Xie and
Kaili Ma and
Yonggang Zhang and
Han Yang and
Bo Han and
James Cheng},
title = {Pareto Invariant Risk Minimization},
journal = {CoRR},
volume = {abs/2206.07766},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07766},
doi = {10.48550/ARXIV.2206.07766},
eprinttype = {arXiv},
eprint = {2206.07766},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13011,
author = {Chenhan Jin and
Kaiwen Zhou and
Bo Han and
James Cheng and
Ming{-}Chang Yang},
title = {Efficient Private {SCO} for Heavy-Tailed Data via Clipping},
journal = {CoRR},
volume = {abs/2206.13011},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13011},
doi = {10.48550/ARXIV.2206.13011},
eprinttype = {arXiv},
eprint = {2206.13011},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13170,
author = {Yifan Hou and
Jie Zhang and
James Cheng and
Kaili Ma and
Richard T. B. Ma and
Hongzhi Chen and
Ming{-}Chang Yang},
title = {Measuring and Improving the Use of Graph Information in Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2206.13170},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13170},
doi = {10.48550/ARXIV.2206.13170},
eprinttype = {arXiv},
eprint = {2206.13170},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13176,
author = {Yifan Hou and
Hongzhi Chen and
Changji Li and
James Cheng and
Ming{-}Chang Yang},
title = {A Representation Learning Framework for Property Graphs},
journal = {CoRR},
volume = {abs/2206.13176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13176},
doi = {10.48550/ARXIV.2206.13176},
eprinttype = {arXiv},
eprint = {2206.13176},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15082,
author = {Peiqi Yin and
Xiao Yan and
Jinjing Zhou and
Qiang Fu and
Zhenkun Cai and
James Cheng and
Bo Tang and
Minjie Wang},
title = {{DGI:} Easy and Efficient Inference for GNNs},
journal = {CoRR},
volume = {abs/2211.15082},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15082},
doi = {10.48550/ARXIV.2211.15082},
eprinttype = {arXiv},
eprint = {2211.15082},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/GuoCYCCC21,
author = {Guimu Guo and
Hongzhi Chen and
Da Yan and
James Cheng and
Jake Y. Chen and
Zechen Chong},
title = {Scalable De Novo Genome Assembly Using a Pregel-Like Graph-Parallel
System},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {18},
number = {2},
pages = {731--744},
year = {2021},
url = {https://doi.org/10.1109/TCBB.2019.2920912},
doi = {10.1109/TCBB.2019.2920912},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/GuoCYCCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZhaoLWJCLY21,
author = {Yunjian Zhao and
Zhi Liu and
Yidi Wu and
Guanxian Jiang and
James Cheng and
Kunlong Liu and
Xiao Yan},
title = {Timestamped State Sharing for Stream Analytics},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {11},
pages = {2691--2704},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2021.3073253},
doi = {10.1109/TPDS.2021.3073253},
timestamp = {Thu, 20 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ZhaoLWJCLY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002MC21,
author = {Han Yang and
Kaili Ma and
James Cheng},
title = {Rethinking Graph Regularization for Graph Neural Networks},
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 = {4573--4581},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16586},
doi = {10.1609/AAAI.V35I5.16586},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002MC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KamhouaZ0CLH21,
author = {Barakeel Fanseu Kamhoua and
Lin Zhang and
Kaili Ma and
James Cheng and
Bo Li and
Bo Han},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {HyperGraph Convolution Based Attributed HyperGraph Clustering},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {453--463},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482437},
doi = {10.1145/3459637.3482437},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KamhouaZ0CLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/Cai0WMCY21,
author = {Zhenkun Cai and
Xiao Yan and
Yidi Wu and
Kaihao Ma and
James Cheng and
Fan Yu},
editor = {Antonio Barbalace and
Pramod Bhatotia and
Lorenzo Alvisi and
Cristian Cadar},
title = {{DGCL:} an efficient communication library for distributed {GNN} training},
booktitle = {EuroSys '21: Sixteenth European Conference on Computer Systems, Online
Event, United Kingdom, April 26-28, 2021},
pages = {130--144},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447786.3456233},
doi = {10.1145/3447786.3456233},
timestamp = {Mon, 26 Apr 2021 10:03:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/Cai0WMCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/WuMCJLZCY21,
author = {Yidi Wu and
Kaihao Ma and
Zhenkun Cai and
Tatiana Jin and
Boyang Li and
Chengguang Zheng and
James Cheng and
Fan Yu},
editor = {Antonio Barbalace and
Pramod Bhatotia and
Lorenzo Alvisi and
Cristian Cadar},
title = {Seastar: vertex-centric programming for graph neural networks},
booktitle = {EuroSys '21: Sixteenth European Conference on Computer Systems, Online
Event, United Kingdom, April 26-28, 2021},
pages = {359--375},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447786.3456247},
doi = {10.1145/3447786.3456247},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/WuMCJLZCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YangYDCC21,
author = {Han Yang and
Xiao Yan and
Xinyan Dai and
Yongqiang Chen and
James Cheng},
title = {Self-Enhanced {GNN:} Improving Graph Neural Networks Using Model Outputs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533748},
doi = {10.1109/IJCNN52387.2021.9533748},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YangYDCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WuGJC0YCTY21,
author = {Yidi Wu and
Yuntao Gui and
Tatiana Jin and
James Cheng and
Xiao Yan and
Peiqi Yin and
Yufei Cai and
Bo Tang and
Fan Yu},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {Vertex-Centric Visual Programming for Graph Neural Networks},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {2803--2807},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3452770},
doi = {10.1145/3448016.3452770},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WuGJC0YCTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/FengLZJWZCLG21,
author = {Yihui Feng and
Zhi Liu and
Yunjian Zhao and
Tatiana Jin and
Yidi Wu and
Yang Zhang and
James Cheng and
Chao Li and
Tao Guan},
editor = {Irina Calciu and
Geoff Kuenning},
title = {Scaling Large Production Clusters with Partitioned Synchronization},
booktitle = {2021 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2021, July
14-16, 2021},
pages = {81--97},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/atc21/presentation/feng-yihui},
timestamp = {Thu, 12 Aug 2021 18:08:26 +0200},
biburl = {https://dblp.org/rec/conf/usenix/FengLZJWZCLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11525,
author = {Kaili Ma and
Haochen Yang and
Han Yang and
Tatiana Jin and
Pengfei Chen and
Yongqiang Chen and
Barakeel Fanseu Kamhoua and
James Cheng},
title = {Improving Graph Representation Learning by Contrastive Regularization},
journal = {CoRR},
volume = {abs/2101.11525},
year = {2021},
url = {https://arxiv.org/abs/2101.11525},
eprinttype = {arXiv},
eprint = {2101.11525},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04449,
author = {Hongzhi Chen and
Changji Li and
Chenguang Zheng and
Chenghuan Huang and
Juncheng Fang and
James Cheng and
Jie Zhang},
title = {G-Tran: Making Distributed Graph Transactions Fast},
journal = {CoRR},
volume = {abs/2105.04449},
year = {2021},
url = {https://arxiv.org/abs/2105.04449},
eprinttype = {arXiv},
eprint = {2105.04449},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12062,
author = {Kaiwen Zhou and
Lai Tian and
Anthony Man{-}Cho So and
James Cheng},
title = {Practical Schemes for Finding Near-Stationary Points of Convex Finite-Sums},
journal = {CoRR},
volume = {abs/2105.12062},
year = {2021},
url = {https://arxiv.org/abs/2105.12062},
eprinttype = {arXiv},
eprint = {2105.12062},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15776,
author = {Ruize Gao and
Feng Liu and
Kaiwen Zhou and
Gang Niu and
Bo Han and
James Cheng},
title = {Local Reweighting for Adversarial Training},
journal = {CoRR},
volume = {abs/2106.15776},
year = {2021},
url = {https://arxiv.org/abs/2106.15776},
eprinttype = {arXiv},
eprint = {2106.15776},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-15292,
author = {Kaiwen Zhou and
Anthony Man{-}Cho So and
James Cheng},
title = {Accelerating Perturbed Stochastic Iterates in Asynchronous Lock-Free
Optimization},
journal = {CoRR},
volume = {abs/2109.15292},
year = {2021},
url = {https://arxiv.org/abs/2109.15292},
eprinttype = {arXiv},
eprint = {2109.15292},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-15292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crl/ChengH20,
author = {James Cheng and
Starr Hoffman},
title = {Librarians and Administrators on Academic Library Impact Research:
Characteristics and Perspectives},
journal = {Coll. Res. Libr.},
volume = {81},
number = {3},
year = {2020},
url = {https://doi.org/10.5860/crl.81.3.538},
doi = {10.5860/CRL.81.3.538},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/crl/ChengH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShangZLCTZTJ20,
author = {Fanhua Shang and
Kaiwen Zhou and
Hongying Liu and
James Cheng and
Ivor W. Tsang and
Lijun Zhang and
Dacheng Tao and
Licheng Jiao},
title = {{VR-SGD:} {A} Simple Stochastic Variance Reduction Method for Machine
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {1},
pages = {188--202},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2018.2878765},
doi = {10.1109/TKDE.2018.2878765},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShangZLCTZTJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiYNLC20,
author = {Xinyan Dai and
Xiao Yan and
Kelvin Kai Wing Ng and
Jiu Liu and
James Cheng},
title = {Norm-Explicit Quantization: Improving Vector Quantization for Maximum
Inner Product Search},
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 = {51--58},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5333},
doi = {10.1609/AAAI.V34I01.5333},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaiYNLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuYDLCY20,
author = {Jie Liu and
Xiao Yan and
Xinyan Dai and
Zhirong Li and
James Cheng and
Ming{-}Chang Yang},
title = {Understanding and Improving Proximity Graph Based Maximum Inner Product
Search},
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 = {139--146},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5344},
doi = {10.1609/AAAI.V34I01.5344},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuYDLCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/MengDYCLGLC20,
author = {Yitong Meng and
Xinyan Dai and
Xiao Yan and
James Cheng and
Weiwen Liu and
Jun Guo and
Benben Liao and
Guangyong Chen},
editor = {Joemon M. Jose and
Emine Yilmaz and
Jo{\~{a}}o Magalh{\~{a}}es and
Pablo Castells and
Nicola Ferro and
M{\'{a}}rio J. Silva and
Fl{\'{a}}vio Martins},
title = {{PMD:} An Optimal Transportation-Based User Distance for Recommender
Systems},
booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR}
Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12036},
pages = {272--280},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-45442-5\_34},
doi = {10.1007/978-3-030-45442-5\_34},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/MengDYCLGLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/JinCLZJC20,
author = {Tatiana Jin and
Zhenkun Cai and
Boyang Li and
Chengguang Zheng and
Guanxian Jiang and
James Cheng},
editor = {Angelos Bilas and
Kostas Magoutis and
Evangelos P. Markatos and
Dejan Kostic and
Margo I. Seltzer},
title = {Improving resource utilization by timely fine-grained scheduling},
booktitle = {EuroSys '20: Fifteenth EuroSys Conference 2020, Heraklion, Greece,
April 27-30, 2020},
pages = {20:1--20:16},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3342195.3387551},
doi = {10.1145/3342195.3387551},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/JinCLZJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HouZCMMCY20,
author = {Yifan Hou and
Jie Zhang and
James Cheng and
Kaili Ma and
Richard T. B. Ma and
Hongzhi Chen and
Ming{-}Chang Yang},
title = {Measuring and Improving the Use of Graph Information in Graph Neural
Networks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkeIIkHKvS},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HouZCMMCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DingZC20,
author = {Qinghua Ding and
Kaiwen Zhou and
James Cheng},
editor = {Christian Bessiere},
title = {Tight Convergence Rate of Gradient Descent for Eigenvalue Computation},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3276--3282},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/453},
doi = {10.24963/IJCAI.2020/453},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DingZC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouSC20,
author = {Kaiwen Zhou and
Anthony Man{-}Cho So and
James Cheng},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Boosting First-Order Methods by Shifting Objective: New Schemes with
Faster Worst-Case Rates},
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/b096577e264d1ebd6b41041f392eec23-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DaiYZW0C20,
author = {Xinyan Dai and
Xiao Yan and
Kaiwen Zhou and
Yuxuan Wang and
Han Yang and
James Cheng},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Convolutional Embedding for Edit Distance},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {599--608},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401045},
doi = {10.1145/3397271.3401045},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DaiYZW0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChenWDHLLC20,
author = {Hongzhi Chen and
Bowen Wu and
Shiyuan Deng and
Chenghuan Huang and
Changji Li and
Yichao Li and
James Cheng},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {High Performance Distributed {OLAP} on Property Graphs with Grasper},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {2705--2708},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3384685},
doi = {10.1145/3318464.3384685},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ChenWDHLLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhouJDC20,
author = {Kaiwen Zhou and
Yanghua Jin and
Qinghua Ding and
James Cheng},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Amortized Nesterov's Momentum: {A} Robust Momentum and Its Application
to Deep Learning},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {211--220},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/zhou20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhouJDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/MengYLWC20,
author = {Yitong Meng and
Xiao Yan and
Weiwen Liu and
Huanhuan Wu and
James Cheng},
editor = {Tsvi Kuflik and
Ilaria Torre and
Robin Burke and
Cristina Gena},
title = {Wasserstein Collaborative Filtering for Item Cold-start Recommendation},
booktitle = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020},
pages = {318--322},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340631.3394870},
doi = {10.1145/3340631.3394870},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/MengYLWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11692,
author = {Xinyan Dai and
Xiao Yan and
Kaiwen Zhou and
Yuxuan Wang and
Han Yang and
James Cheng},
title = {Edit Distance Embedding using Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2001.11692},
year = {2020},
url = {https://arxiv.org/abs/2001.11692},
eprinttype = {arXiv},
eprint = {2001.11692},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07518,
author = {Han Yang and
Xiao Yan and
Xinyan Dai and
James Cheng},
title = {Self-Enhanced {GNN:} Improving Graph Neural Networks Using Model Outputs},
journal = {CoRR},
volume = {abs/2002.07518},
year = {2020},
url = {https://arxiv.org/abs/2002.07518},
eprinttype = {arXiv},
eprint = {2002.07518},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10856,
author = {Zhenkun Cai and
Kaihao Ma and
Xiao Yan and
Yidi Wu and
Yuzhen Huang and
James Cheng and
Teng Su and
Fan Yu},
title = {TensorOpt: Exploring the Tradeoffs in Distributed {DNN} Training with
Auto-Parallelism},
journal = {CoRR},
volume = {abs/2004.10856},
year = {2020},
url = {https://arxiv.org/abs/2004.10856},
eprinttype = {arXiv},
eprint = {2004.10856},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12061,
author = {Kaiwen Zhou and
Anthony Man{-}Cho So and
James Cheng},
title = {Boosting First-order Methods by Shifting Objective: New Schemes with
Faster Worst Case Rates},
journal = {CoRR},
volume = {abs/2005.12061},
year = {2020},
url = {https://arxiv.org/abs/2005.12061},
eprinttype = {arXiv},
eprint = {2005.12061},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04386,
author = {Guoji Fu and
Yifan Hou and
Jie Zhang and
Kaili Ma and
Barakeel Fanseu Kamhoua and
James Cheng},
title = {Understanding Graph Neural Networks from Graph Signal Denoising Perspectives},
journal = {CoRR},
volume = {abs/2006.04386},
year = {2020},
url = {https://arxiv.org/abs/2006.04386},
eprinttype = {arXiv},
eprint = {2006.04386},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16551,
author = {Haibo Xiu and
Xiao Yan and
Xiaoqiang Wang and
James Cheng and
Lei Cao},
title = {Hierarchical Graph Matching Network for Graph Similarity Computation},
journal = {CoRR},
volume = {abs/2006.16551},
year = {2020},
url = {https://arxiv.org/abs/2006.16551},
eprinttype = {arXiv},
eprint = {2006.16551},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02027,
author = {Han Yang and
Kaili Ma and
James Cheng},
title = {Rethinking Graph Regularization For Graph Neural Networks},
journal = {CoRR},
volume = {abs/2009.02027},
year = {2020},
url = {https://arxiv.org/abs/2009.02027},
eprinttype = {arXiv},
eprint = {2009.02027},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14013,
author = {Yitong Meng and
Jie Liu and
Xiao Yan and
James Cheng},
title = {The item selection problem for user cold-start recommendation},
journal = {CoRR},
volume = {abs/2010.14013},
year = {2020},
url = {https://arxiv.org/abs/2010.14013},
eprinttype = {arXiv},
eprint = {2010.14013},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HuangSZFCLFLGZ19,
author = {Yuzhen Huang and
Yingjie Shi and
Zheng Zhong and
Yihui Feng and
James Cheng and
Jiwei Li and
Haochuan Fan and
Chao Li and
Tao Guan and
Jingren Zhou},
title = {Yugong: Geo-Distributed Data and Job Placement at Scale},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {2155--2169},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p2155-huang.pdf},
doi = {10.14778/3352063.3352132},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HuangSZFCLFLGZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouDSCLL19,
author = {Kaiwen Zhou and
Qinghua Ding and
Fanhua Shang and
James Cheng and
Danli Li and
Zhi{-}Quan Luo},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Direct Acceleration of {SAGA} using Sampled Negative Momentum},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1602--1610},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/zhou19c.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouDSCLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DengYNJC19,
author = {Shiyuan Deng and
Xiao Yan and
Kelvin Kai Wing Ng and
Chenyu Jiang and
James Cheng},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Pyramid: {A} General Framework for Distributed Similarity Search on
Large-scale Datasets},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1066--1071},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006219},
doi = {10.1109/BIGDATA47090.2019.9006219},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DengYNJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/ChenLFHCZHY19,
author = {Hongzhi Chen and
Changji Li and
Juncheng Fang and
Chenghuan Huang and
James Cheng and
Jie Zhang and
Yifan Hou and
Xiao Yan},
title = {Grasper: {A} High Performance Distributed System for {OLAP} on Property
Graphs},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2019,
Santa Cruz, CA, USA, November 20-23, 2019},
pages = {87--100},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357223.3362715},
doi = {10.1145/3357223.3362715},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cloud/ChenLFHCZHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/YanCCLB19,
author = {Da Yan and
James Cheng and
Hongzhi Chen and
Cheng Long and
Purushotham V. Bangalore},
title = {Lightweight Fault Tolerance in Pregel-Like Systems},
booktitle = {Proceedings of the 48th International Conference on Parallel Processing,
{ICPP} 2019, Kyoto, Japan, August 05-08, 2019},
pages = {69:1--69:10},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3337821.3337823},
doi = {10.1145/3337821.3337823},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/YanCCLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HouCLCY19,
author = {Yifan Hou and
Hongzhi Chen and
Changji Li and
James Cheng and
Ming{-}Chang Yang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {A Representation Learning Framework for Property Graphs},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {65--73},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330948},
doi = {10.1145/3292500.3330948},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HouCLCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChenWHFHLC19,
author = {Hongzhi Chen and
Xiaoxi Wang and
Chenghuan Huang and
Juncheng Fang and
Yifan Hou and
Changji Li and
James Cheng},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Large Scale Graph Mining with G-Miner},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {1881--1884},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3320219},
doi = {10.1145/3299869.3320219},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ChenWHFHLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/HuangYJJCXLT19,
author = {Yuzhen Huang and
Xiao Yan and
Guanxian Jiang and
Tatiana Jin and
James Cheng and
An Xu and
Zhanhao Liu and
Shuo Tu},
editor = {Dahlia Malkhi and
Dan Tsafrir},
title = {Tangram: Bridging Immutable and Mutable Abstractions for Distributed
Data Analytics},
booktitle = {2019 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2019, Renton,
WA, USA, July 10-12, 2019},
pages = {191--206},
publisher = {{USENIX} Association},
year = {2019},
url = {https://www.usenix.org/conference/atc19/presentation/huang},
timestamp = {Mon, 01 Feb 2021 17:03:06 +0100},
biburl = {https://dblp.org/rec/conf/usenix/HuangYJJCXLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10602,
author = {Shiyuan Deng and
Xiao Yan and
Kelvin Kai Wing Ng and
Chenyu Jiang and
James Cheng},
title = {Pyramid: {A} General Framework for Distributed Similarity Search},
journal = {CoRR},
volume = {abs/1906.10602},
year = {2019},
url = {http://arxiv.org/abs/1906.10602},
eprinttype = {arXiv},
eprint = {1906.10602},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11985,
author = {Yidi Wu and
Kaihao Ma and
Xiao Yan and
Zhi Liu and
James Cheng},
title = {Elastic deep learning in multi-tenant {GPU} cluster},
journal = {CoRR},
volume = {abs/1909.11985},
year = {2019},
url = {http://arxiv.org/abs/1909.11985},
eprinttype = {arXiv},
eprint = {1909.11985},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13459,
author = {Jie Liu and
Xiao Yan and
Xinyan Dai and
Zhirong Li and
James Cheng and
Ming{-}Chang Yang},
title = {Understanding and Improving Proximity Graph based Maximum Inner Product
Search},
journal = {CoRR},
volume = {abs/1909.13459},
year = {2019},
url = {http://arxiv.org/abs/1909.13459},
eprinttype = {arXiv},
eprint = {1909.13459},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04654,
author = {Xinyan Dai and
Xiao Yan and
Kelvin Kai Wing Ng and
Jie Liu and
James Cheng},
title = {Norm-Explicit Quantization: Improving Vector Quantization for Maximum
Inner Product Search},
journal = {CoRR},
volume = {abs/1911.04654},
year = {2019},
url = {http://arxiv.org/abs/1911.04654},
eprinttype = {arXiv},
eprint = {1911.04654},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04655,
author = {Xinyan Dai and
Xiao Yan and
Kaiwen Zhou and
Han Yang and
Kelvin Kai Wing Ng and
James Cheng and
Yu Fan},
title = {Hyper-Sphere Quantization: Communication-Efficient {SGD} for Federated
Learning},
journal = {CoRR},
volume = {abs/1911.04655},
year = {2019},
url = {http://arxiv.org/abs/1911.04655},
eprinttype = {arXiv},
eprint = {1911.04655},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShangCLLL18,
author = {Fanhua Shang and
James Cheng and
Yuanyuan Liu and
Zhi{-}Quan Luo and
Zhouchen Lin},
title = {Bilinear Factor Matrix Norm Minimization for Robust {PCA:} Algorithms
and Applications},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {9},
pages = {2066--2080},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2748590},
doi = {10.1109/TPAMI.2017.2748590},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ShangCLLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HuangJWCYYLGC18,
author = {Yuzhen Huang and
Tatiana Jin and
Yidi Wu and
Zhenkun Cai and
Xiao Yan and
Fan Yang and
Jinfeng Li and
Yuying Guo and
James Cheng},
title = {FlexPS: Flexible Parallelism Control in Parameter Server Architecture},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {5},
pages = {566--579},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p566-huang.pdf},
doi = {10.1145/3187009.3177734},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/HuangJWCYYLGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ShangLCY18,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng and
Da Yan},
title = {Fuzzy Double Trace Norm Minimization for Recommendation Systems},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {26},
number = {4},
pages = {2039--2049},
year = {2018},
url = {https://doi.org/10.1109/TFUZZ.2017.2760287},
doi = {10.1109/TFUZZ.2017.2760287},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/ShangLCY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/YanHLCCWZ18,
author = {Da Yan and
Yuzhen Huang and
Miao Liu and
Hongzhi Chen and
James Cheng and
Huanhuan Wu and
Chengcui Zhang},
title = {GraphD: Distributed Vertex-Centric Graph Processing Beyond the Memory
Limit},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {29},
number = {1},
pages = {99--114},
year = {2018},
url = {https://doi.org/10.1109/TPDS.2017.2743708},
doi = {10.1109/TPDS.2017.2743708},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/YanHLCCWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShangJZCRJ18,
author = {Fanhua Shang and
Licheng Jiao and
Kaiwen Zhou and
James Cheng and
Yan Ren and
Yufei Jin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {{ASVRG:} Accelerated Proximal {SVRG}},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {815--830},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/shang18b.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShangJZCRJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShangLZCNY18,
author = {Fanhua Shang and
Yuanyuan Liu and
Kaiwen Zhou and
James Cheng and
Kelvin Kai Wing Ng and
Yuichi Yoshida},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient
Optimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1027--1036},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/shang18a.html},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShangLZCNY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/ChenLZYYC18,
author = {Hongzhi Chen and
Miao Liu and
Yunjian Zhao and
Xiao Yan and
Da Yan and
James Cheng},
editor = {Rui Oliveira and
Pascal Felber and
Y. Charlie Hu},
title = {G-Miner: an efficient task-oriented graph mining system},
booktitle = {Proceedings of the Thirteenth EuroSys Conference, EuroSys 2018, Porto,
Portugal, April 23-26, 2018},
pages = {32:1--32:12},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3190508.3190545},
doi = {10.1145/3190508.3190545},
timestamp = {Thu, 23 Jun 2022 19:57:07 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/ChenLZYYC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YanCCCS18,
author = {Da Yan and
Hongzhi Chen and
James Cheng and
Zhenkun Cai and
Bin Shao},
title = {Scalable De Novo Genome Assembly Using Pregel},
booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
Paris, France, April 16-19, 2018},
pages = {1216--1219},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDE.2018.00114},
doi = {10.1109/ICDE.2018.00114},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YanCCCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhouSC18,
author = {Kaiwen Zhou and
Fanhua Shang and
James Cheng},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {A Simple Stochastic Variance Reduced Algorithm with Fast Convergence
Rates},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5975--5984},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhou18c.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhouSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanLDCC18,
author = {Xiao Yan and
Jinfeng Li and
Xinyan Dai and
Hongzhi Chen and
James Cheng},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Norm-Ranging {LSH} for Maximum Inner Product Search},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2956--2965},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/b60c5ab647a27045b462934977ccad9a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YanLDCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LiYZXCLNC18,
author = {Jinfeng Li and
Xiao Yan and
Jie Zhang and
An Xu and
James Cheng and
Jie Liu and
Kelvin Kai Wing Ng and
Ti{-}Chung Cheng},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {A General and Efficient Querying Method for Learning to Hash},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {1333--1347},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3183750},
doi = {10.1145/3183713.3183750},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LiYZXCLNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04453,
author = {Da Yan and
Hongzhi Chen and
James Cheng and
Zhenkun Cai and
Bin Shao},
title = {Scalable De Novo Genome Assembly Using Pregel},
journal = {CoRR},
volume = {abs/1801.04453},
year = {2018},
url = {http://arxiv.org/abs/1801.04453},
eprinttype = {arXiv},
eprint = {1801.04453},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09932,
author = {Fanhua Shang and
Kaiwen Zhou and
James Cheng and
Ivor W. Tsang and
Lijun Zhang and
Dacheng Tao},
title = {{VR-SGD:} {A} Simple Stochastic Variance Reduction Method for Machine
Learning},
journal = {CoRR},
volume = {abs/1802.09932},
year = {2018},
url = {http://arxiv.org/abs/1802.09932},
eprinttype = {arXiv},
eprint = {1802.09932},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09933,
author = {Fanhua Shang and
Yuanyuan Liu and
Kaiwen Zhou and
James Cheng and
Kelvin Kai Wing Ng and
Yuichi Yoshida},
title = {Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient
Optimization},
journal = {CoRR},
volume = {abs/1802.09933},
year = {2018},
url = {http://arxiv.org/abs/1802.09933},
eprinttype = {arXiv},
eprint = {1802.09933},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-00420,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
title = {Tractable and Scalable Schatten Quasi-Norm Approximations for Rank
Minimization},
journal = {CoRR},
volume = {abs/1803.00420},
year = {2018},
url = {http://arxiv.org/abs/1803.00420},
eprinttype = {arXiv},
eprint = {1803.00420},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-00420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-11027,
author = {Kaiwen Zhou and
Fanhua Shang and
James Cheng},
title = {A Simple Stochastic Variance Reduced Algorithm with Fast Convergence
Rates},
journal = {CoRR},
volume = {abs/1806.11027},
year = {2018},
url = {http://arxiv.org/abs/1806.11027},
eprinttype = {arXiv},
eprint = {1806.11027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-11027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08782,
author = {Xiao Yan and
Jinfeng Li and
Xinyan Dai and
Hongzhi Chen and
James Cheng},
title = {Norm-Ranging {LSH} for Maximum Inner Product Search},
journal = {CoRR},
volume = {abs/1809.08782},
year = {2018},
url = {http://arxiv.org/abs/1809.08782},
eprinttype = {arXiv},
eprint = {1809.08782},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03105,
author = {Fanhua Shang and
Licheng Jiao and
Kaiwen Zhou and
James Cheng and
Yan Ren and
Yufei Jin},
title = {{ASVRG:} Accelerated Proximal {SVRG}},
journal = {CoRR},
volume = {abs/1810.03105},
year = {2018},
url = {http://arxiv.org/abs/1810.03105},
eprinttype = {arXiv},
eprint = {1810.03105},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05186,
author = {Fanhua Shang and
James Cheng and
Yuanyuan Liu and
Zhi{-}Quan Luo and
Zhouchen Lin},
title = {Bilinear Factor Matrix Norm Minimization for Robust {PCA:} Algorithms
and Applications},
journal = {CoRR},
volume = {abs/1810.05186},
year = {2018},
url = {http://arxiv.org/abs/1810.05186},
eprinttype = {arXiv},
eprint = {1810.05186},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09104,
author = {Xiao Yan and
Xinyan Dai and
Jie Liu and
Kaiwen Zhou and
James Cheng},
title = {Norm-Range Partition: {A} Univiseral Catalyst for {LSH} based Maximum
Inner Product Search {(MIPS)}},
journal = {CoRR},
volume = {abs/1810.09104},
year = {2018},
url = {http://arxiv.org/abs/1810.09104},
eprinttype = {arXiv},
eprint = {1810.09104},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbcs/YanTC17,
author = {Da Yan and
Yuanyuan Tian and
James Cheng},
title = {Systems for Big Graph Analytics},
series = {Springer Briefs in Computer Science},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-58217-7},
doi = {10.1007/978-3-319-58217-7},
isbn = {978-3-319-58216-0},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sbcs/YanTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/XuCXFM17,
author = {Zhiqiang Xu and
James Cheng and
Xiaokui Xiao and
Ryohei Fujimaki and
Yusuke Muraoka},
title = {Efficient nonparametric and asymptotic Bayesian model selection methods
for attributed graph clustering},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {1},
pages = {239--268},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1030-8},
doi = {10.1007/S10115-017-1030-8},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/XuCXFM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YangSHCLZZ17,
author = {Fan Yang and
Fanhua Shang and
Yuzhen Huang and
James Cheng and
Jinfeng Li and
Yunjian Zhao and
Ruihao Zhao},
title = {{LFTF:} {A} Framework for Efficient Tensor Analytics at Scale},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {7},
pages = {745--756},
year = {2017},
url = {http://www.vldb.org/pvldb/vol10/p745-yang.pdf},
doi = {10.14778/3067421.3067424},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YangSHCLZZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuSC17,
author = {Yuanyuan Liu and
Fanhua Shang and
James Cheng},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Accelerated Variance Reduced Stochastic {ADMM}},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2287--2293},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10843},
doi = {10.1609/AAAI.V31I1.10843},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/ZhangCYCLB17,
author = {Qizhen Zhang and
Hongzhi Chen and
Da Yan and
James Cheng and
Boon Thau Loo and
Purushotham V. Bangalore},
title = {Architectural implications on the performance and cost of graph analytics
systems},
booktitle = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa
Clara, CA, USA, September 24-27, 2017},
pages = {40--51},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3127479.3128606},
doi = {10.1145/3127479.3128606},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/ZhangCYCLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/WuZCY17,
author = {Huanhuan Wu and
Yunjian Zhao and
James Cheng and
Da Yan},
editor = {K. Sel{\c{c}}uk Candan and
Lei Chen and
Torben Bach Pedersen and
Lijun Chang and
Wen Hua},
title = {Efficient Processing of Growing Temporal Graphs},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference,
{DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {10178},
pages = {387--403},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55699-4\_24},
doi = {10.1007/978-3-319-55699-4\_24},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/WuZCY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSCCJ17,
author = {Yuanyuan Liu and
Fanhua Shang and
James Cheng and
Hong Cheng and
Licheng Jiao},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Accelerated First-order Methods for Geodesically Convex Optimization
on Riemannian Manifolds},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4868--4877},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/6ef80bb237adf4b6f77d0700e1255907-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuSCCJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiCYHZYZ17,
author = {Jinfeng Li and
James Cheng and
Fan Yang and
Yuzhen Huang and
Yunjian Zhao and
Xiao Yan and
Ruihao Zhao},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {LoSHa: {A} General Framework for Scalable Locality Sensitive Hashing},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {635--644},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080800},
doi = {10.1145/3077136.3080800},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiCYHZYZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YangHZLJC17,
author = {Fan Yang and
Yuzhen Huang and
Yunjian Zhao and
Jinfeng Li and
Guanxian Jiang and
James Cheng},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {The Best of Both Worlds: Big Data Programming with Both Productivity
and Performance},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1619--1622},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3058735},
doi = {10.1145/3035918.3058735},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/YangHZLJC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLCNY17,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng and
Kelvin Kai Wing Ng and
Yuichi Yoshida},
title = {Variance Reduced Stochastic Gradient Descent with Sufficient Decrease},
journal = {CoRR},
volume = {abs/1703.06807},
year = {2017},
url = {http://arxiv.org/abs/1703.06807},
eprinttype = {arXiv},
eprint = {1703.06807},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLCNY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLCZ17,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng and
Jiacheng Zhuo},
title = {Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration
for Machine Learning},
journal = {CoRR},
volume = {abs/1703.07948},
year = {2017},
url = {http://arxiv.org/abs/1703.07948},
eprinttype = {arXiv},
eprint = {1703.07948},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSC17,
author = {Yuanyuan Liu and
Fanhua Shang and
James Cheng},
title = {Accelerated Variance Reduced Stochastic {ADMM}},
journal = {CoRR},
volume = {abs/1707.03190},
year = {2017},
url = {http://arxiv.org/abs/1707.03190},
eprinttype = {arXiv},
eprint = {1707.03190},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03110,
author = {Da Yan and
Hongzhi Chen and
James Cheng and
M. Tamer {\"{O}}zsu and
Qizhen Zhang and
John C. S. Lui},
title = {G-thinker: Big Graph Mining Made Easier and Faster},
journal = {CoRR},
volume = {abs/1709.03110},
year = {2017},
url = {http://arxiv.org/abs/1709.03110},
eprinttype = {arXiv},
eprint = {1709.03110},
timestamp = {Sat, 08 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YangLC16,
author = {Fan Yang and
Jinfeng Li and
James Cheng},
title = {Husky: Towards a More Efficient and Expressive Distributed Computing
Framework},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {5},
pages = {420--431},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p420-yang.pdf},
doi = {10.14778/2876473.2876477},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YangLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YanCOYLLZN16,
author = {Da Yan and
James Cheng and
M. Tamer {\"{O}}zsu and
Fan Yang and
Yi Lu and
John C. S. Lui and
Qizhen Zhang and
Wilfred Ng},
title = {A General-Purpose Query-Centric Framework for Querying Big Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {7},
pages = {564--575},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p564-yan.pdf},
doi = {10.14778/2904483.2904488},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/YanCOYLLZN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuCKHHW16,
author = {Huanhuan Wu and
James Cheng and
Yiping Ke and
Silu Huang and
Yuzhen Huang and
Hejun Wu},
title = {Efficient Algorithms for Temporal Path Computation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {11},
pages = {2927--2942},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2594065},
doi = {10.1109/TKDE.2016.2594065},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuCKHHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuSFCC16,
author = {Yuanyuan Liu and
Fanhua Shang and
Wei Fan and
James Cheng and
Hong Cheng},
title = {Generalized Higher Order Orthogonal Iteration for Tensor Learning
and Decomposition},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {12},
pages = {2551--2563},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2496858},
doi = {10.1109/TNNLS.2015.2496858},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiuSFCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/XuCF16,
author = {Yanyan Xu and
James Cheng and
Ada Wai{-}Chee Fu},
title = {Distributed Maximal Clique Computation and Management},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {9},
number = {1},
pages = {110--122},
year = {2016},
url = {https://doi.org/10.1109/TSC.2015.2479225},
doi = {10.1109/TSC.2015.2479225},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/XuCF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShangLC16,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2016--2022},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10266},
doi = {10.1609/AAAI.V30I1.10266},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShangLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShangLC16,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Tractable and Scalable Schatten Quasi-Norm Approximations for Rank
Minimization},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {620--629},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/shang16.html},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShangLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcom/ChenWZYC16,
author = {Cheng Chen and
Hejun Wu and
Dyce Jing Zhao and
Da Yan and
James Cheng},
editor = {Yu Wang and
Ge Yu and
Yanyong Zhang and
Zhu Han and
Guoren Wang},
title = {SGraph: {A} Distributed Streaming System for Processing Big Graphs},
booktitle = {Big Data Computing and Communications - Second International Conference,
BigCom 2016, Shenyang, China, July 29-31, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9784},
pages = {285--294},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42553-5\_24},
doi = {10.1007/978-3-319-42553-5\_24},
timestamp = {Wed, 05 Jan 2022 14:30:58 +0100},
biburl = {https://dblp.org/rec/conf/bigcom/ChenWZYC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiCZYHCZ16,
author = {Jinfeng Li and
James Cheng and
Yunjian Zhao and
Fan Yang and
Yuzhen Huang and
Haipeng Chen and
Ruihao Zhao},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {A comparison of general-purpose distributed systems for data processing},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {378--383},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840626},
doi = {10.1109/BIGDATA.2016.7840626},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiCZYHCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WuHCLK16,
author = {Huanhuan Wu and
Yuzhen Huang and
James Cheng and
Jinfeng Li and
Yiping Ke},
title = {Reachability and time-based path queries in temporal graphs},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {145--156},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498236},
doi = {10.1109/ICDE.2016.7498236},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WuHCLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangYWCZL16,
author = {Yi Yang and
Da Yan and
Huanhuan Wu and
James Cheng and
Shuigeng Zhou and
John C. S. Lui},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Diversified Temporal Subgraph Pattern Mining},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1965--1974},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939848},
doi = {10.1145/2939672.2939848},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangYWCZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangYC16,
author = {Qizhen Zhang and
Da Yan and
James Cheng},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {Quegel: {A} General-Purpose System for Querying Big Graphs},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {2189--2192},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2899398},
doi = {10.1145/2882903.2899398},
timestamp = {Sat, 08 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangYC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YanBTDC16,
author = {Da Yan and
Yingyi Bu and
Yuanyuan Tian and
Amol Deshpande and
James Cheng},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {Big Graph Analytics Systems},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {2241--2243},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2912566},
doi = {10.1145/2882903.2912566},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/YanBTDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wosp/WangBCJC16,
author = {Luyang Wang and
Pallab Bhattacharya and
Yao{-}Min Chen and
Shrinivas Joshi and
James Cheng},
editor = {Alberto Avritzer and
Alexandru Iosup and
Xiaoyun Zhu and
Steffen Becker},
title = {End-to-End Java Security Performance Enhancements for Oracle {SPARC}
Servers},
booktitle = {Proceedings of the 7th {ACM/SPEC} International Conference on Performance
Engineering, {ICPE} 2016, Delft, The Netherlands, March 12-16, 2016},
pages = {159--166},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2851553.2851577},
doi = {10.1145/2851553.2851577},
timestamp = {Sun, 02 Jun 2019 21:12:22 +0200},
biburl = {https://dblp.org/rec/conf/wosp/WangBCJC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanHCW16,
author = {Da Yan and
Yuzhen Huang and
James Cheng and
Huanhuan Wu},
title = {Efficient Processing of Very Large Graphs in a Small Cluster},
journal = {CoRR},
volume = {abs/1601.05590},
year = {2016},
url = {http://arxiv.org/abs/1601.05590},
eprinttype = {arXiv},
eprint = {1601.05590},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YanHCW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuHCLK16,
author = {Huanhuan Wu and
Yuzhen Huang and
James Cheng and
Jinfeng Li and
Yiping Ke},
title = {Efficient Processing of Reachability and Time-Based Path Queries in
a Temporal Graph},
journal = {CoRR},
volume = {abs/1601.05909},
year = {2016},
url = {http://arxiv.org/abs/1601.05909},
eprinttype = {arXiv},
eprint = {1601.05909},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuHCLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanCY16,
author = {Da Yan and
James Cheng and
Fan Yang},
title = {Lightweight Fault Tolerance in Large-Scale Distributed Graph Processing},
journal = {CoRR},
volume = {abs/1601.06496},
year = {2016},
url = {http://arxiv.org/abs/1601.06496},
eprinttype = {arXiv},
eprint = {1601.06496},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YanCY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanCOYLLZN16,
author = {Da Yan and
James Cheng and
M. Tamer {\"{O}}zsu and
Fan Yang and
Yi Lu and
John C. S. Lui and
Qizhen Zhang and
Wilfred Ng},
title = {Quegel: {A} General-Purpose Query-Centric Framework for Querying Big
Graphs},
journal = {CoRR},
volume = {abs/1601.06497},
year = {2016},
url = {http://arxiv.org/abs/1601.06497},
eprinttype = {arXiv},
eprint = {1601.06497},
timestamp = {Sat, 08 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YanCOYLLZN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLC16,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
title = {Unified Scalable Equivalent Formulations for Schatten Quasi-Norms},
journal = {CoRR},
volume = {abs/1606.00668},
year = {2016},
url = {http://arxiv.org/abs/1606.00668},
eprinttype = {arXiv},
eprint = {1606.00668},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLC16a,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
title = {Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization},
journal = {CoRR},
volume = {abs/1606.01245},
year = {2016},
url = {http://arxiv.org/abs/1606.01245},
eprinttype = {arXiv},
eprint = {1606.01245},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLC16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShangLTCC15,
author = {Fanhua Shang and
Yuanyuan Liu and
Hanghang Tong and
James Cheng and
Hong Cheng},
title = {Robust bilinear factorization with missing and grossly corrupted observations},
journal = {Inf. Sci.},
volume = {307},
pages = {53--72},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2015.02.026},
doi = {10.1016/J.INS.2015.02.026},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ShangLTCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiuLC15,
author = {Wenting Liu and
Guangxia Li and
James Cheng},
title = {Fast PageRank approximation by adaptive sampling},
journal = {Knowl. Inf. Syst.},
volume = {42},
number = {1},
pages = {127--146},
year = {2015},
url = {https://doi.org/10.1007/s10115-013-0691-1},
doi = {10.1007/S10115-013-0691-1},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiuLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YanCZN15,
author = {Da Yan and
James Cheng and
Zhou Zhao and
Wilfred Ng},
title = {Efficient location-based search of trajectories with location importance},
journal = {Knowl. Inf. Syst.},
volume = {45},
number = {1},
pages = {215--245},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0787-2},
doi = {10.1007/S10115-014-0787-2},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/YanCZN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiuSJCC15,
author = {Yuanyuan Liu and
Fanhua Shang and
Licheng Jiao and
James Cheng and
Hong Cheng},
title = {Trace Norm Regularized {CANDECOMP/PARAFAC} Decomposition With Missing
Data},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {11},
pages = {2437--2448},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2374695},
doi = {10.1109/TCYB.2014.2374695},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LiuSJCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WuCLKHYW15,
author = {Huanhuan Wu and
James Cheng and
Yi Lu and
Yiping Ke and
Yuzhen Huang and
Da Yan and
Hejun Wu},
title = {Core decomposition in large temporal graphs},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {649--658},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7363809},
doi = {10.1109/BIGDATA.2015.7363809},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WuCLKHYW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YanCLN15,
author = {Da Yan and
James Cheng and
Yi Lu and
Wilfred Ng},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Effective Techniques for Message Reduction and Load Balancing in Distributed
Graph Computation},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1307--1317},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741096},
doi = {10.1145/2736277.2741096},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/YanCLN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YanCLN15,
author = {Da Yan and
James Cheng and
Yi Lu and
Wilfred Ng},
title = {Effective Techniques for Message Reduction and Load Balancing in Distributed
Graph Computation},
journal = {CoRR},
volume = {abs/1503.00626},
year = {2015},
url = {http://arxiv.org/abs/1503.00626},
eprinttype = {arXiv},
eprint = {1503.00626},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YanCLN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLCC15,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng and
Hong Cheng},
title = {Regularized Orthogonal Tensor Decompositions for Multi-Relational
Learning},
journal = {CoRR},
volume = {abs/1512.08120},
year = {2015},
url = {http://arxiv.org/abs/1512.08120},
eprinttype = {arXiv},
eprint = {1512.08120},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WuCHKLX14,
author = {Huanhuan Wu and
James Cheng and
Silu Huang and
Yiping Ke and
Yi Lu and
Yanyan Xu},
title = {Path Problems in Temporal Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {9},
pages = {721--732},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p721-wu.pdf},
doi = {10.14778/2732939.2732945},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WuCHKLX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YanCXLNB14,
author = {Da Yan and
James Cheng and
Kai Xing and
Yi Lu and
Wilfred Ng and
Yingyi Bu},
title = {Pregel Algorithms for Graph Connectivity Problems with Performance
Guarantees},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {14},
pages = {1821--1832},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1821-yan.pdf},
doi = {10.14778/2733085.2733089},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YanCXLNB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YanCLN14,
author = {Da Yan and
James Cheng and
Yi Lu and
Wilfred Ng},
title = {Blogel: {A} Block-Centric Framework for Distributed Computation on
Real-World Graphs},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {14},
pages = {1981--1992},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1981-yan.pdf},
doi = {10.14778/2733085.2733103},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YanCLN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LuCYW14,
author = {Yi Lu and
James Cheng and
Da Yan and
Huanhuan Wu},
title = {Large-Scale Distributed Graph Computing Systems: An Experimental Evaluation},
journal = {Proc. {VLDB} Endow.},
volume = {8},
number = {3},
pages = {281--292},
year = {2014},
url = {http://www.vldb.org/pvldb/vol8/p281-lu.pdf},
doi = {10.14778/2735508.2735517},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LuCYW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XuK0CC14,
author = {Zhiqiang Xu and
Yiping Ke and
Yi Wang and
Hong Cheng and
James Cheng},
title = {{GBAGC:} {A} General Bayesian Framework for Attributed Graph Clustering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {1},
pages = {5:1--5:43},
year = {2014},
url = {https://doi.org/10.1145/2629616},
doi = {10.1145/2629616},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/XuK0CC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/ChengSCWY14,
author = {James Cheng and
Zechao Shang and
Hong Cheng and
Haixun Wang and
Jeffrey Xu Yu},
title = {Efficient processing of k-hop reachability queries},
journal = {{VLDB} J.},
volume = {23},
number = {2},
pages = {227--252},
year = {2014},
url = {https://doi.org/10.1007/s00778-013-0346-6},
doi = {10.1007/S00778-013-0346-6},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/ChengSCWY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShangLC14,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
editor = {Carla E. Brodley and
Peter Stone},
title = {Generalized Higher-Order Tensor Decomposition via Parallel {ADMM}},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1279--1285},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8913},
doi = {10.1609/AAAI.V28I1.8913},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShangLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/WangFC14,
author = {Jia Wang and
Ada Wai{-}Chee Fu and
James Cheng},
title = {Rectangle Counting in Large Bipartite Graphs},
booktitle = {2014 {IEEE} International Congress on Big Data, Anchorage, AK, USA,
June 27 - July 2, 2014},
pages = {17--24},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.Congress.2014.13},
doi = {10.1109/BIGDATA.CONGRESS.2014.13},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/WangFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/XuCFB14,
author = {Yanyan Xu and
James Cheng and
Ada Wai{-}Chee Fu and
Yingyi Bu},
title = {Distributed Maximal Clique Computation},
booktitle = {2014 {IEEE} International Congress on Big Data, Anchorage, AK, USA,
June 27 - July 2, 2014},
pages = {160--167},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.Congress.2014.31},
doi = {10.1109/BIGDATA.CONGRESS.2014.31},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/XuCFB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoCWZNW14,
author = {Zhou Zhao and
James Cheng and
Furu Wei and
Ming Zhou and
Wilfred Ng and
Yingjun Wu},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {SocialTransfer: Transferring Social Knowledge for Cold-Start Cowdsourcing},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {779--788},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661871},
doi = {10.1145/2661829.2661871},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoCWZNW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShangLCC14,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng and
Hong Cheng},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Robust Principal Component Analysis with Missing Data},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1149--1158},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662083},
doi = {10.1145/2661829.2662083},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShangLCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoCN14,
author = {Zhou Zhao and
James Cheng and
Wilfred Ng},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Truth Discovery in Data Streams: {A} Single-Pass Probabilistic Approach},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1589--1598},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661892},
doi = {10.1145/2661829.2661892},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoCN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShangLCC14,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng and
Hong Cheng},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Recovering Low-Rank and Sparse Matrices via Robust Bilateral Factorization},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {965--970},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.80},
doi = {10.1109/ICDM.2014.80},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShangLCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSFCC14,
author = {Yuanyuan Liu and
Fanhua Shang and
Wei Fan and
James Cheng and
Hong Cheng},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition
and Completion},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1763--1771},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/8d6dc35e506fc23349dd10ee68dabb64-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuSFCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuSCCT14,
author = {Yuanyuan Liu and
Fanhua Shang and
Hong Cheng and
James Cheng and
Hanghang Tong},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Factor Matrix Trace Norm Minimization for Low-Rank Tensor Completion},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {866--874},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.99},
doi = {10.1137/1.9781611973440.99},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuSCCT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhuGCL14,
author = {Linhong Zhu and
Aram Galstyan and
James Cheng and
Kristina Lerman},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {Tripartite graph clustering for dynamic sentiment analysis on social
media},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {1531--1542},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2593682},
doi = {10.1145/2588555.2593682},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhuGCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuSCC14,
author = {Yuanyuan Liu and
Fanhua Shang and
Hong Cheng and
James Cheng},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Nuclear Norm Regularized Least Squares Optimization on Grassmannian
Manifolds},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {515--524},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2487\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiuSCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangCW14,
author = {Silu Huang and
James Cheng and
Huanhuan Wu},
title = {Temporal Graph Traversals: Definitions, Algorithms, and Applications},
journal = {CoRR},
volume = {abs/1401.1919},
year = {2014},
url = {http://arxiv.org/abs/1401.1919},
eprinttype = {arXiv},
eprint = {1401.1919},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuGCL14,
author = {Linhong Zhu and
Aram Galstyan and
James Cheng and
Kristina Lerman},
title = {Tripartite Graph Clustering for Dynamic Sentiment Analysis on Social
Media},
journal = {CoRR},
volume = {abs/1402.6010},
year = {2014},
url = {http://arxiv.org/abs/1402.6010},
eprinttype = {arXiv},
eprint = {1402.6010},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhuGCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiangFWCX14,
author = {Minhao Jiang and
Ada Wai{-}Chee Fu and
Raymond Chi{-}Wing Wong and
James Cheng and
Yanyan Xu},
title = {Hop Doubling Label Indexing for Point-to-Point Distance Querying on
Scale-Free Networks},
journal = {CoRR},
volume = {abs/1403.0779},
year = {2014},
url = {http://arxiv.org/abs/1403.0779},
eprinttype = {arXiv},
eprint = {1403.0779},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JiangFWCX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLC14,
author = {Fanhua Shang and
Yuanyuan Liu and
James Cheng},
title = {Generalized Higher-Order Tensor Decomposition via Parallel {ADMM}},
journal = {CoRR},
volume = {abs/1407.1399},
year = {2014},
url = {http://arxiv.org/abs/1407.1399},
eprinttype = {arXiv},
eprint = {1407.1399},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangLTCC14,
author = {Fanhua Shang and
Yuanyuan Liu and
Hanghang Tong and
James Cheng and
Hong Cheng},
title = {Structured Low-Rank Matrix Factorization with Missing and Grossly
Corrupted Observations},
journal = {CoRR},
volume = {abs/1409.1062},
year = {2014},
url = {http://arxiv.org/abs/1409.1062},
eprinttype = {arXiv},
eprint = {1409.1062},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangLTCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/FuWCW13,
author = {Ada Wai{-}Chee Fu and
Huanhuan Wu and
James Cheng and
Raymond Chi{-}Wing Wong},
title = {{IS-LABEL:} an Independent-Set based Labeling Scheme for Point-to-Point
Distance Querying},
journal = {Proc. {VLDB} Endow.},
volume = {6},
number = {6},
pages = {457--468},
year = {2013},
url = {http://www.vldb.org/pvldb/vol6/p457-fu.pdf},
doi = {10.14778/2536336.2536346},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/FuWCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YanCNL13,
author = {Da Yan and
James Cheng and
Wilfred Ng and
Steven Liu},
editor = {Christian S. Jensen and
Christopher M. Jermaine and
Xiaofang Zhou},
title = {Finding distance-preserving subgraphs in large road networks},
booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
Brisbane, Australia, April 8-12, 2013},
pages = {625--636},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDE.2013.6544861},
doi = {10.1109/ICDE.2013.6544861},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/YanCNL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangCF13,
author = {Jia Wang and
James Cheng and
Ada Wai{-}Chee Fu},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Redundancy-aware maximal cliques},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {122--130},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487689},
doi = {10.1145/2487575.2487689},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangCF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChengHWF13,
author = {James Cheng and
Silu Huang and
Huanhuan Wu and
Ada Wai{-}Chee Fu},
editor = {Kenneth A. Ross and
Divesh Srivastava and
Dimitris Papadias},
title = {TF-Label: a topological-folding labeling scheme for reachability querying
in a large graph},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
pages = {193--204},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463676.2465286},
doi = {10.1145/2463676.2465286},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ChengHWF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WangC12,
author = {Jia Wang and
James Cheng},
title = {Truss Decomposition in Massive Networks},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {9},
pages = {812--823},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p812\_jiawang\_vldb2012.pdf},
doi = {10.14778/2311906.2311909},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WangC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ChengSCWY12,
author = {James Cheng and
Zechao Shang and
Hong Cheng and
Haixun Wang and
Jeffrey Xu Yu},
title = {K-Reach: Who is in Your Small World},
journal = {Proc. {VLDB} Endow.},
volume = {5},
number = {11},
pages = {1292--1303},
year = {2012},
url = {http://vldb.org/pvldb/vol5/p1292\_jamescheng\_vldb2012.pdf},
doi = {10.14778/2350229.2350247},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ChengSCWY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChuC12,
author = {Shumo Chu and
James Cheng},
title = {Triangle listing in massive networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {6},
number = {4},
pages = {17:1--17:32},
year = {2012},
url = {https://doi.org/10.1145/2382577.2382581},
doi = {10.1145/2382577.2382581},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChuC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LinXCB12,
author = {Wenqing Lin and
Xiaokui Xiao and
James Cheng and
Sourav S. Bhowmick},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Efficient algorithms for generalized subgraph query processing},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {325--334},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396805},
doi = {10.1145/2396761.2396805},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LinXCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChengZKC12,
author = {James Cheng and
Linhong Zhu and
Yiping Ke and
Shumo Chu},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Fast algorithms for maximal clique enumeration with limited memory},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1240--1248},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339724},
doi = {10.1145/2339530.2339724},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChengZKC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChengKCC12,
author = {James Cheng and
Yiping Ke and
Shumo Chu and
Carter Cheng},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {Efficient processing of distance queries in large graphs: a vertex
cover approach},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {457--468},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213888},
doi = {10.1145/2213836.2213888},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ChengKCC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XuKWCC12,
author = {Zhiqiang Xu and
Yiping Ke and
Yi Wang and
Hong Cheng and
James Cheng},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {A model-based approach to attributed graph clustering},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {505--516},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213894},
doi = {10.1145/2213836.2213894},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/XuKWCC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-6693,
author = {Jia Wang and
James Cheng},
title = {Truss Decomposition in Massive Networks},
journal = {CoRR},
volume = {abs/1205.6693},
year = {2012},
url = {http://arxiv.org/abs/1205.6693},
eprinttype = {arXiv},
eprint = {1205.6693},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-6693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0090,
author = {James Cheng and
Zechao Shang and
Hong Cheng and
Haixun Wang and
Jeffrey Xu Yu},
title = {K-Reach: Who is in Your Small World},
journal = {CoRR},
volume = {abs/1208.0090},
year = {2012},
url = {http://arxiv.org/abs/1208.0090},
eprinttype = {arXiv},
eprint = {1208.0090},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-2367,
author = {Ada Wai{-}Chee Fu and
Huanhuan Wu and
James Cheng and
Shumo Chu and
Raymond Chi{-}Wing Wong},
title = {{IS-LABEL:} an Independent-Set based Labeling Scheme for Point-to-Point
Distance Querying on Large Graphs},
journal = {CoRR},
volume = {abs/1211.2367},
year = {2012},
url = {http://arxiv.org/abs/1211.2367},
eprinttype = {arXiv},
eprint = {1211.2367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-2367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/ZhuNC11,
author = {Linhong Zhu and
Wee Keong Ng and
James Cheng},
title = {Structure and attribute index for approximate graph matching in large
graphs},
journal = {Inf. Syst.},
volume = {36},
number = {6},
pages = {958--972},
year = {2011},
url = {https://doi.org/10.1016/j.is.2011.03.009},
doi = {10.1016/J.IS.2011.03.009},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/ZhuNC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/ChengKFYZ11,
author = {James Cheng and
Yiping Ke and
Ada Wai{-}Chee Fu and
Jeffrey Xu Yu and
Linhong Zhu},
title = {Finding maximal cliques in massive networks},
journal = {{ACM} Trans. Database Syst.},
volume = {36},
number = {4},
pages = {21:1--21:34},
year = {2011},
url = {https://doi.org/10.1145/2043652.2043654},
doi = {10.1145/2043652.2043654},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tods/ChengKFYZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/ChengKFY11,
author = {James Cheng and
Yiping Ke and
Ada Wai{-}Chee Fu and
Jeffrey Xu Yu},
title = {Fast graph query processing with a low-cost index},
journal = {{VLDB} J.},
volume = {20},
number = {4},
pages = {521--539},
year = {2011},
url = {https://doi.org/10.1007/s00778-010-0212-8},
doi = {10.1007/S00778-010-0212-8},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/ChengKFY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChengKCO11,
author = {James Cheng and
Yiping Ke and
Shumo Chu and
M. Tamer {\"{O}}zsu},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Efficient core decomposition in massive networks},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {51--62},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767911},
doi = {10.1109/ICDE.2011.5767911},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChengKCO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChuC11,
author = {Shumo Chu and
James Cheng},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Triangle listing in massive networks and its applications},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {672--680},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020513},
doi = {10.1145/2020408.2020513},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChuC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/KeCY10,
author = {Yiping Ke and
James Cheng and
Jeffrey Xu Yu},
editor = {Hiroyuki Kitagawa and
Yoshiharu Ishikawa and
Qing Li and
Chiemi Watanabe},
title = {Querying Large Graph Databases},
booktitle = {Database Systems for Advanced Applications, 15th International Conference,
{DASFAA} 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {5982},
pages = {487--488},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12098-5\_57},
doi = {10.1007/978-3-642-12098-5\_57},
timestamp = {Fri, 30 Dec 2022 14:22:15 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/KeCY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/JinBXCC10,
author = {Changjiu Jin and
Sourav S. Bhowmick and
Xiaokui Xiao and
James Cheng and
Byron Choi},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {{GBLENDER:} towards blending visual query formulation and query processing
in graph databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {111--122},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807182},
doi = {10.1145/1807167.1807182},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/JinBXCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChengKFYZ10,
author = {James Cheng and
Yiping Ke and
Ada Wai{-}Chee Fu and
Jeffrey Xu Yu and
Linhong Zhu},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {Finding maximal cliques in massive networks by H*-graph},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {447--458},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807217},
doi = {10.1145/1807167.1807217},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ChengKFYZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChengFL10,
author = {James Cheng and
Ada Wai{-}Chee Fu and
Jia Liu},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {K-isomorphism: privacy preserving network publication against structural
attacks},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
pages = {459--470},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807167.1807218},
doi = {10.1145/1807167.1807218},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ChengFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/ChengKN09,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
title = {Efficient query processing on graph databases},
journal = {{ACM} Trans. Database Syst.},
volume = {34},
number = {1},
pages = {2:1--2:48},
year = {2009},
url = {https://doi.org/10.1145/1508857.1508859},
doi = {10.1145/1508857.1508859},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tods/ChengKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChengKN09,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Efficient processing of group-oriented connection queries in a large
graph},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1481--1484},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646151},
doi = {10.1145/1645953.1646151},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChengKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChengKNY09,
author = {James Cheng and
Yiping Ke and
Wilfred Ng and
Jeffrey Xu Yu},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {Context-Aware Object Connection Discovery in Large Graphs},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {856--867},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.87},
doi = {10.1109/ICDE.2009.87},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ChengKNY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KeCY09,
author = {Yiping Ke and
James Cheng and
Jeffrey Xu Yu},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Efficient Discovery of Frequent Correlated Subgraph Pairs},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {239--248},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.54},
doi = {10.1109/ICDM.2009.54},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KeCY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KeCY09,
author = {Yiping Ke and
James Cheng and
Jeffrey Xu Yu},
title = {Top-k Correlative Graph Mining},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1038--1049},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.89},
doi = {10.1137/1.9781611972795.89},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KeCY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChengKN08,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
title = {Effective elimination of redundant association rules},
journal = {Data Min. Knowl. Discov.},
volume = {16},
number = {2},
pages = {221--249},
year = {2008},
url = {https://doi.org/10.1007/s10618-007-0084-8},
doi = {10.1007/S10618-007-0084-8},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/ChengKN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ChengKN08,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
title = {Maintaining frequent closed itemsets over a sliding window},
journal = {J. Intell. Inf. Syst.},
volume = {31},
number = {3},
pages = {191--215},
year = {2008},
url = {https://doi.org/10.1007/s10844-007-0042-3},
doi = {10.1007/S10844-007-0042-3},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/ChengKN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChengKN08,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
title = {A survey on algorithms for mining frequent itemsets over data streams},
journal = {Knowl. Inf. Syst.},
volume = {16},
number = {1},
pages = {1--27},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0092-4},
doi = {10.1007/S10115-007-0092-4},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ChengKN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KeCN08,
author = {Yiping Ke and
James Cheng and
Wilfred Ng},
title = {An information-theoretic approach to quantitative association rule
mining},
journal = {Knowl. Inf. Syst.},
volume = {16},
number = {2},
pages = {213--244},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0104-4},
doi = {10.1007/S10115-007-0104-4},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/KeCN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KeCN08,
author = {Yiping Ke and
James Cheng and
Wilfred Ng},
title = {Efficient Correlation Search from Graph Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {12},
pages = {1601--1615},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2008.86},
doi = {10.1109/TKDE.2008.86},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/KeCN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/KeCN08,
author = {Yiping Ke and
James Cheng and
Wilfred Ng},
title = {Correlated pattern mining in quantitative databases},
journal = {{ACM} Trans. Database Syst.},
volume = {33},
number = {3},
pages = {14:1--14:45},
year = {2008},
url = {https://doi.org/10.1145/1386118.1386120},
doi = {10.1145/1386118.1386120},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tods/KeCN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/NgC07,
author = {Wilfred Ng and
James Cheng},
editor = {Kotagiri Ramamohanarao and
P. Radha Krishna and
Mukesh K. Mohania and
Ekawit Nantajeewarawat},
title = {An Efficient Index Lattice for {XML} Query Evaluation},
booktitle = {Advances in Databases: Concepts, Systems and Applications, 12th International
Conference on Database Systems for Advanced Applications, {DASFAA}
2007, Bangkok, Thailand, April 9-12, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4443},
pages = {753--767},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71703-4\_63},
doi = {10.1007/978-3-540-71703-4\_63},
timestamp = {Wed, 26 May 2021 08:40:06 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/NgC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ChengN07,
author = {James Cheng and
Wilfred Ng},
editor = {Kotagiri Ramamohanarao and
P. Radha Krishna and
Mukesh K. Mohania and
Ekawit Nantajeewarawat},
title = {A Development of Hash-Lookup Trees to Support Querying Streaming {XML}},
booktitle = {Advances in Databases: Concepts, Systems and Applications, 12th International
Conference on Database Systems for Advanced Applications, {DASFAA}
2007, Bangkok, Thailand, April 9-12, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4443},
pages = {768--780},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71703-4\_64},
doi = {10.1007/978-3-540-71703-4\_64},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/ChengN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LuKCN07,
author = {An Lu and
Yiping Ke and
James Cheng and
Wilfred Ng},
editor = {Kotagiri Ramamohanarao and
P. Radha Krishna and
Mukesh K. Mohania and
Ekawit Nantajeewarawat},
title = {Mining Vague Association Rules},
booktitle = {Advances in Databases: Concepts, Systems and Applications, 12th International
Conference on Database Systems for Advanced Applications, {DASFAA}
2007, Bangkok, Thailand, April 9-12, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4443},
pages = {891--897},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71703-4\_75},
doi = {10.1007/978-3-540-71703-4\_75},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/LuKCN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeCN07,
author = {Yiping Ke and
James Cheng and
Wilfred Ng},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Correlation search in graph databases},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {390--399},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281236},
doi = {10.1145/1281192.1281236},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KeCN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ChengKNL07,
author = {James Cheng and
Yiping Ke and
Wilfred Ng and
An Lu},
editor = {Chee Yong Chan and
Beng Chin Ooi and
Aoying Zhou},
title = {Fg-index: towards verification-free query processing on graph databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, Beijing, China, June 12-14, 2007},
pages = {857--872},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1247480.1247574},
doi = {10.1145/1247480.1247574},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ChengKNL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/NgLC06,
author = {Wilfred Ng and
Wai Yeung Lam and
James Cheng},
title = {Comparative Analysis of {XML} Compression Technologies},
journal = {World Wide Web},
volume = {9},
number = {1},
pages = {5--33},
year = {2006},
url = {https://doi.org/10.1007/s11280-005-1435-2},
doi = {10.1007/S11280-005-1435-2},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/NgLC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caise/YangNLC06,
author = {Yin Yang and
Wilfred Ng and
Ho Lam Lau and
James Cheng},
editor = {Eric Dubois and
Klaus Pohl},
title = {An Efficient Approach to Support Querying Secure Outsourced {XML}
Information},
booktitle = {Advanced Information Systems Engineering, 18th International Conference,
CAiSE 2006, Luxembourg, Luxembourg, June 5-9, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4001},
pages = {157--171},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11767138\_12},
doi = {10.1007/11767138\_12},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/caise/YangNLC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KeCN06,
author = {Yiping Ke and
James Cheng and
Wilfred Ng},
editor = {Ling Liu and
Andreas Reuter and
Kyu{-}Young Whang and
Jianjun Zhang},
title = {{MIC} Framework: An Information-Theoretic Approach to Quantitative
Association Rule Mining},
booktitle = {Proceedings of the 22nd International Conference on Data Engineering,
{ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},
pages = {112},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDE.2006.94},
doi = {10.1109/ICDE.2006.94},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/KeCN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChengKN06,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
title = {delta-Tolerance Closed Frequent Itemsets},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {139--148},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.1},
doi = {10.1109/ICDM.2006.1},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChengKN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeCN06,
author = {Yiping Ke and
James Cheng and
Wilfred Ng},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Mining quantitative correlated patterns using an information-theoretic
approach},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {227--236},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150430},
doi = {10.1145/1150402.1150430},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KeCN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChengKN06,
author = {James Cheng and
Yiping Ke and
Wilfred Ng},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Maintaining Frequent Itemsets over High-Speed Data Streams},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {462--467},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_53},
doi = {10.1007/11731139\_53},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/ChengKN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/ChengN04,
author = {James Cheng and
Wilfred Ng},
editor = {Elisa Bertino and
Stavros Christodoulakis and
Dimitris Plexousakis and
Vassilis Christophides and
Manolis Koubarakis and
Klemens B{\"{o}}hm and
Elena Ferrari},
title = {XQzip: Querying Compressed {XML} Using Structural Indexing},
booktitle = {Advances in Database Technology - {EDBT} 2004, 9th International Conference
on Extending Database Technology, Heraklion, Crete, Greece, March
14-18, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2992},
pages = {219--236},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24741-8\_14},
doi = {10.1007/978-3-540-24741-8\_14},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/edbt/ChengN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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