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ORCIDBibTeX records: Shusen Wang
@inproceedings{DBLP:conf/aaai/GuZYZWZJXLWHXHL24,
author = {Zhouhong Gu and
Xiaoxuan Zhu and
Haoning Ye and
Lin Zhang and
Jianchen Wang and
Yixin Zhu and
Sihang Jiang and
Zhuozhi Xiong and
Zihan Li and
Weijie Wu and
Qianyu He and
Rui Xu and
Wenhao Huang and
Jingping Liu and
Zili Wang and
Shusen Wang and
Weiguo Zheng and
Hongwei Feng and
Yanghua Xiao},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation},
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 = {18099--18107},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29767},
doi = {10.1609/AAAI.V38I16.29767},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuZYZWZJXLWHXHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12641,
author = {Zhouhong Gu and
Lin Zhang and
Xiaoxuan Zhu and
Jiangjie Chen and
Wenhao Huang and
Yikai Zhang and
Shusen Wang and
Zheyu Ye and
Yan Gao and
Hongwei Feng and
Yanghua Xiao},
title = {DetectBench: Can Large Language Model Detect and Piece Together Implicit
Evidence?},
journal = {CoRR},
volume = {abs/2406.12641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12641},
doi = {10.48550/ARXIV.2406.12641},
eprinttype = {arXiv},
eprint = {2406.12641},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhangXLWRG23,
author = {Bosen Zhang and
Yajing Xu and
Jinglei Li and
Shusen Wang and
Boya Ren and
Sheng Gao},
title = {{SMDM:} Tackling zero-shot relation extraction with semantic max-divergence
metric learning},
journal = {Appl. Intell.},
volume = {53},
number = {6},
pages = {6569--6584},
year = {2023},
url = {https://doi.org/10.1007/s10489-022-03596-z},
doi = {10.1007/S10489-022-03596-Z},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ZhangXLWRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/WangLS23,
author = {Shusen Wang and
Chao Luo and
Rui Shao},
title = {Unsupervised concept drift detection for time series on Riemannian
manifolds},
journal = {J. Frankl. Inst.},
volume = {360},
number = {17},
pages = {13186--13204},
year = {2023},
url = {https://doi.org/10.1016/j.jfranklin.2023.09.050},
doi = {10.1016/J.JFRANKLIN.2023.09.050},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jfi/WangLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/KrishnanW23,
author = {Praveena Krishnan and
Shusen Wang},
title = {Editorial for the Special Issue "Understanding Biosphere-Atmosphere
Interactions with Remote Sensing"},
journal = {Remote. Sens.},
volume = {15},
number = {2},
pages = {332},
year = {2023},
url = {https://doi.org/10.3390/rs15020332},
doi = {10.3390/RS15020332},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/KrishnanW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudnet/TangXW23,
author = {Xuting Tang and
Jia Xu and
Shusen Wang},
title = {RoMA: Resilient Multi-Agent Reinforcement Learning with Dynamic Participating
Agents},
booktitle = {12th {IEEE} International Conference on Cloud Networking, CloudNet
2023, Hoboken, NJ, USA, November 1-3, 2023},
pages = {247--255},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CloudNet59005.2023.10490082},
doi = {10.1109/CLOUDNET59005.2023.10490082},
timestamp = {Sun, 28 Apr 2024 20:40:19 +0200},
biburl = {https://dblp.org/rec/conf/cloudnet/TangXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YangYFYWWZ23,
author = {Dongjie Yang and
Ruifeng Yuan and
Yuantao Fan and
Yifei Yang and
Zili Wang and
Shusen Wang and
Hai Zhao},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {RefGPT: Dialogue Generation of GPT, by GPT, and for {GPT}},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {2511--2535},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.165},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.165},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangYFYWWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhangLLGWHL23,
author = {Jiasheng Zhang and
Xikai Liu and
Xinyi Lai and
Yan Gao and
Shusen Wang and
Yao Hu and
Yiqing Lin},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {2INER: Instructive and In-Context Learning on Few-Shot Named Entity
Recognition},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {3940--3951},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.259},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.259},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhangLLGWHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DuanLWXX23,
author = {Bin Duan and
Xingxian Liu and
Shusen Wang and
Yajing Xu and
Bo Xiao},
title = {Relational Representation Learning for Zero-Shot Relation Extraction
with Instance Prompting and Prototype Rectification},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096551},
doi = {10.1109/ICASSP49357.2023.10096551},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DuanLWXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04477,
author = {Ziang Yan and
Shusen Wang and
Guorui Zhou and
Jingjian Lin and
Peng Jiang},
title = {An End-to-End Framework for Marketing Effectiveness Optimization under
Budget Constraint},
journal = {CoRR},
volume = {abs/2302.04477},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04477},
doi = {10.48550/ARXIV.2302.04477},
eprinttype = {arXiv},
eprint = {2302.04477},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14994,
author = {Dongjie Yang and
Ruifeng Yuan and
Yuantao Fan and
Yifei Yang and
Zili Wang and
Shusen Wang and
Hai Zhao},
title = {RefGPT: Reference -{\textgreater} Truthful {\&} Customized Dialogues
Generation by GPTs and for GPTs},
journal = {CoRR},
volume = {abs/2305.14994},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14994},
doi = {10.48550/ARXIV.2305.14994},
eprinttype = {arXiv},
eprint = {2305.14994},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05783,
author = {Zhouhong Gu and
Xiaoxuan Zhu and
Haoning Ye and
Lin Zhang and
Jianchen Wang and
Sihang Jiang and
Zhuozhi Xiong and
Zihan Li and
Qianyu He and
Rui Xu and
Wenhao Huang and
Zili Wang and
Shusen Wang and
Weiguo Zheng and
Hongwei Feng and
Yanghua Xiao},
title = {Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation},
journal = {CoRR},
volume = {abs/2306.05783},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05783},
doi = {10.48550/ARXIV.2306.05783},
eprinttype = {arXiv},
eprint = {2306.05783},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05113,
author = {Zhouhong Gu and
Zihan Li and
Lin Zhang and
Zhuozhi Xiong and
Sihang Jiang and
Xiaoxuan Zhu and
Shusen Wang and
Zili Wang and
Jianchen Wang and
Haoning Ye and
Wenhao Huang and
Yikai Zhang and
Hongwei Feng and
Yanghua Xiao},
title = {Beyond the Obvious: Evaluating the Reasoning Ability In Real-life
Scenarios of Language Models on Life Scapes Reasoning Benchmark{\textasciitilde}(LSR-Benchmark)},
journal = {CoRR},
volume = {abs/2307.05113},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05113},
doi = {10.48550/ARXIV.2307.05113},
eprinttype = {arXiv},
eprint = {2307.05113},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01204,
author = {Shusen Wang},
title = {Methodologies for Improving Modern Industrial Recommender Systems},
journal = {CoRR},
volume = {abs/2308.01204},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01204},
doi = {10.48550/ARXIV.2308.01204},
eprinttype = {arXiv},
eprint = {2308.01204},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/FatolazadehEGW22,
author = {Farzam Fatolazadeh and
Mehdi Eshagh and
Kalifa Go{\"{\i}}ta and
Shusen Wang},
title = {A New Spatiotemporal Estimator to Downscale {GRACE} Gravity Models
for Terrestrial and Groundwater Storage Variations Estimation},
journal = {Remote. Sens.},
volume = {14},
number = {23},
pages = {5991},
year = {2022},
url = {https://doi.org/10.3390/rs14235991},
doi = {10.3390/RS14235991},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/FatolazadehEGW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/LiWZCZ22,
author = {Bin Li and
Shusen Wang and
Jun Zhang and
Xianbin Cao and
Chenglin Zhao},
title = {Ultra-Fast Accurate AoA Estimation via Automotive Massive-MIMO Radar},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {71},
number = {2},
pages = {1172--1186},
year = {2022},
url = {https://doi.org/10.1109/TVT.2021.3135910},
doi = {10.1109/TVT.2021.3135910},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/LiWZCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LvXWMW22,
author = {Yuan Lv and
Yajing Xu and
Shusen Wang and
Yingjian Ma and
Dengke Wang},
editor = {Lei Wang and
Juergen Gall and
Tat{-}Jun Chin and
Imari Sato and
Rama Chellappa},
title = {Continuous Self-study: Scene Graph Generation with Self-knowledge
Distillation and Spatial Augmentation},
booktitle = {Computer Vision - {ACCV} 2022 - 16th Asian Conference on Computer
Vision, Macao, China, December 4-8, 2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13845},
pages = {297--315},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26348-4\_18},
doi = {10.1007/978-3-031-26348-4\_18},
timestamp = {Fri, 10 Mar 2023 15:47:05 +0100},
biburl = {https://dblp.org/rec/conf/accv/LvXWMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JinPYWZ22,
author = {Hao Jin and
Yang Peng and
Wenhao Yang and
Shusen Wang and
Zhihua Zhang},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Federated Reinforcement Learning with Environment Heterogeneity},
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 = {18--37},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/jin22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JinPYWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/DuanWLX22,
author = {Bin Duan and
Shusen Wang and
Xingxian Liu and
Yajing Xu},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Cluster-aware Pseudo-Labeling for Supervised Open Relation Extraction},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {1834--1841},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.158},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/DuanWLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TangKW022,
author = {Xuting Tang and
Abdul Rafae Khan and
Shusen Wang and
Jia Xu},
editor = {Luc De Raedt},
title = {Learning by Interpreting},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {4390--4396},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/609},
doi = {10.24963/IJCAI.2022/609},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TangKW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangDWX22,
author = {Shusen Wang and
Bin Duan and
Yanan Wu and
Yajing Xu},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Learning Discriminative Representations for Open Relation Extraction
with Instance Ranking and Label Calibration},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {2433--2438},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.186},
doi = {10.18653/V1/2022.FINDINGS-NAACL.186},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangDWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WangZXWX22,
author = {Shusen Wang and
Bosen Zhang and
Yajing Xu and
Yanan Wu and
Bo Xiao},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {{RCL:} Relation Contrastive Learning for Zero-Shot Relation Extraction},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {2456--2468},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.188},
doi = {10.18653/V1/2022.FINDINGS-NAACL.188},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangZXWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02634,
author = {Hao Jin and
Yang Peng and
Wenhao Yang and
Shusen Wang and
Zhihua Zhang},
title = {Federated Reinforcement Learning with Environment Heterogeneity},
journal = {CoRR},
volume = {abs/2204.02634},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02634},
doi = {10.48550/ARXIV.2204.02634},
eprinttype = {arXiv},
eprint = {2204.02634},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-02424,
author = {Xuting Tang and
Jia Xu and
Shusen Wang},
title = {Transferable Multi-Agent Reinforcement Learning with Dynamic Participating
Agents},
journal = {CoRR},
volume = {abs/2208.02424},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.02424},
doi = {10.48550/ARXIV.2208.02424},
eprinttype = {arXiv},
eprint = {2208.02424},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-02424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/YuWHYML21,
author = {Qiutong Yu and
Shusen Wang and
Hongjie He and
Ke Yang and
Lingfei Ma and
Jonathan Li},
title = {Reconstructing GRACE-like {TWS} anomalies for the Canadian landmass
using deep learning and land surface model},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {102},
pages = {102404},
year = {2021},
url = {https://doi.org/10.1016/j.jag.2021.102404},
doi = {10.1016/J.JAG.2021.102404},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aeog/YuWHYML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LiWFZCZ21,
author = {Bin Li and
Shusen Wang and
Zhiyong Feng and
Jun Zhang and
Xianbin Cao and
Chenglin Zhao},
title = {Fast Pseudospectrum Estimation for Automotive Massive {MIMO} Radar},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {20},
pages = {15303--15316},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2021.3052512},
doi = {10.1109/JIOT.2021.3052512},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/LiWFZCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/YuanYLW21,
author = {Sen Yuan and
Ze Yu and
Chunsheng Li and
Shusen Wang},
title = {A Novel {SAR} Sidelobe Suppression Method Based on {CNN}},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {18},
number = {1},
pages = {132--136},
year = {2021},
url = {https://doi.org/10.1109/LGRS.2020.2968336},
doi = {10.1109/LGRS.2020.2968336},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/YuanYLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/ZhongWL21,
author = {Detang Zhong and
Shusen Wang and
Junhua Li},
title = {Spatiotemporal Downscaling of {GRACE} Total Water Storage Using Land
Surface Model Outputs},
journal = {Remote. Sens.},
volume = {13},
number = {5},
pages = {900},
year = {2021},
url = {https://doi.org/10.3390/rs13050900},
doi = {10.3390/RS13050900},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/ZhongWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/LiWZCZ21,
author = {Bin Li and
Shusen Wang and
Jun Zhang and
Xianbin Cao and
Chenglin Zhao},
title = {Fast Randomized-MUSIC for Mm-Wave Massive {MIMO} Radars},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {70},
number = {2},
pages = {1952--1956},
year = {2021},
url = {https://doi.org/10.1109/TVT.2021.3051266},
doi = {10.1109/TVT.2021.3051266},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/LiWZCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/HuangCPMKYYW0D21,
author = {Shaoyi Huang and
Shiyang Chen and
Hongwu Peng and
Daniel Manu and
Zhenglun Kong and
Geng Yuan and
Lei Yang and
Shusen Wang and
Hang Liu and
Caiwen Ding},
editor = {Yiran Chen and
Victor V. Zhirnov and
Avesta Sasan and
Ioannis Savidis},
title = {{HMC-TRAN:} {A} Tensor-core Inspired Hierarchical Model Compression
for Transformer-based DNNs on {GPU}},
booktitle = {{GLSVLSI} '21: Great Lakes Symposium on {VLSI} 2021, Virtual Event,
USA, June 22-25, 2021},
pages = {169--174},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453688.3461740},
doi = {10.1145/3453688.3461740},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/glvlsi/HuangCPMKYYW0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiWCZ21,
author = {Xiang Li and
Shusen Wang and
Kun Chen and
Zhihua Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Communication-Efficient Distributed {SVD} via Local Power Iterations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6504--6514},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21u.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiWCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangW21,
author = {Mengjiao Zhang and
Shusen Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Matrix Sketching for Secure Collaborative Machine Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12589--12599},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhang21v.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/PengHGLJLWD21,
author = {Hongwu Peng and
Shaoyi Huang and
Tong Geng and
Ang Li and
Weiwen Jiang and
Hang Liu and
Shusen Wang and
Caiwen Ding},
title = {Accelerating Transformer-based Deep Learning Models on FPGAs using
Column Balanced Block Pruning},
booktitle = {22nd International Symposium on Quality Electronic Design, {ISQED}
2021, Santa Clara, CA, USA, April 7-9, 2021},
pages = {142--148},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISQED51717.2021.9424344},
doi = {10.1109/ISQED51717.2021.9424344},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isqed/PengHGLJLWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00704,
author = {Xiao Guo and
Xiang Li and
Xiangyu Chang and
Shusen Wang and
Zhihua Zhang},
title = {Privacy-Preserving Distributed {SVD} via Federated Power},
journal = {CoRR},
volume = {abs/2103.00704},
year = {2021},
url = {https://arxiv.org/abs/2103.00704},
eprinttype = {arXiv},
eprint = {2103.00704},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiWZ20,
author = {Xiang Li and
Shusen Wang and
Zhihua Zhang},
title = {Do Subsampled Newton Methods Work for High-Dimensional Data?},
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 = {4723--4730},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5905},
doi = {10.1609/AAAI.V34I04.5905},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DengWRWN20,
author = {Songgaojun Deng and
Shusen Wang and
Huzefa Rangwala and
Lijing Wang and
Yue Ning},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Cola-GNN: Cross-location Attention based Graph Neural Networks for
Long-term {ILI} Prediction},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {245--254},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411975},
doi = {10.1145/3340531.3411975},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DengWRWN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiHYWZ20,
author = {Xiang Li and
Kaixuan Huang and
Wenhao Yang and
Shusen Wang and
Zhihua Zhang},
title = {On the Convergence of FedAvg on Non-IID Data},
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=HJxNAnVtDS},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiHYWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08014,
author = {Xiang Li and
Shusen Wang and
Kun Chen and
Zhihua Zhang},
title = {Communication-Efficient Distributed {SVD} via Local Power Iterations},
journal = {CoRR},
volume = {abs/2002.08014},
year = {2020},
url = {https://arxiv.org/abs/2002.08014},
eprinttype = {arXiv},
eprint = {2002.08014},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/GittensRWMKGPRM19,
author = {Alex Gittens and
Kai Rothauge and
Shusen Wang and
Michael W. Mahoney and
Jey Kottalam and
Lisa Gerhardt and
Prabhat and
Michael F. Ringenburg and
Kristyn J. Maschhoff},
title = {Alchemist: An Apache Spark {\(\Leftrightarrow\)} {MPI} interface},
journal = {Concurr. Comput. Pract. Exp.},
volume = {31},
number = {16},
year = {2019},
url = {https://doi.org/10.1002/cpe.5026},
doi = {10.1002/CPE.5026},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/GittensRWMKGPRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangGM19,
author = {Shusen Wang and
Alex Gittens and
Michael W. Mahoney},
title = {Scalable Kernel K-Means Clustering with Nystr{\textbackslash}"om
Approximation: Relative-Error Bounds},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {12:1--12:49},
year = {2019},
url = {https://jmlr.org/papers/v20/17-517.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LopesWM19,
author = {Miles E. Lopes and
Shusen Wang and
Michael W. Mahoney},
title = {A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {39:1--39:40},
year = {2019},
url = {https://jmlr.org/papers/v20/17-451.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LopesWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/DuWYSW19,
author = {Tao Du and
Li Wang and
Guofu Yuan and
Xiaomin Sun and
Shusen Wang},
title = {Effects of Distinguishing Vegetation Types on the Estimates of Remotely
Sensed Evapotranspiration in Arid Regions},
journal = {Remote. Sens.},
volume = {11},
number = {23},
pages = {2856},
year = {2019},
url = {https://doi.org/10.3390/rs11232856},
doi = {10.3390/RS11232856},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/DuWYSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SunYLLWG19,
author = {Liwei Sun and
Ze Yu and
Chunsheng Li and
Wei Liu and
Shusen Wang and
Jiwen Geng},
title = {An Imaging Algorithm for Spaceborne High-Squint L-Band {SAR} Based
on Time-Domain Rotation},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {12},
pages = {5289--5299},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2019.2953836},
doi = {10.1109/JSTARS.2019.2953836},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SunYLLWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Wang19,
author = {Shusen Wang},
title = {A Sharper Generalization Bound for Divide-and-Conquer Ridge Regression},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5305--5312},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015305},
doi = {10.1609/AAAI.V33I01.33015305},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Wang19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04952,
author = {Xiang Li and
Shusen Wang and
Zhihua Zhang},
title = {Do Subsampled Newton Methods Work for High-Dimensional Data?},
journal = {CoRR},
volume = {abs/1902.04952},
year = {2019},
url = {http://arxiv.org/abs/1902.04952},
eprinttype = {arXiv},
eprint = {1902.04952},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02189,
author = {Xiang Li and
Kaixuan Huang and
Wenhao Yang and
Shusen Wang and
Zhihua Zhang},
title = {On the Convergence of FedAvg on Non-IID Data},
journal = {CoRR},
volume = {abs/1907.02189},
year = {2019},
url = {http://arxiv.org/abs/1907.02189},
eprinttype = {arXiv},
eprint = {1907.02189},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11201,
author = {Shusen Wang},
title = {Matrix Sketching for Secure Collaborative Machine Learning},
journal = {CoRR},
volume = {abs/1909.11201},
year = {2019},
url = {http://arxiv.org/abs/1909.11201},
eprinttype = {arXiv},
eprint = {1909.11201},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11207,
author = {Shusen Wang},
title = {Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature
Mapping},
journal = {CoRR},
volume = {abs/1909.11207},
year = {2019},
url = {http://arxiv.org/abs/1909.11207},
eprinttype = {arXiv},
eprint = {1909.11207},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09126,
author = {Xiang Li and
Wenhao Yang and
Shusen Wang and
Zhihua Zhang},
title = {Communication Efficient Decentralized Training with Multiple Local
Updates},
journal = {CoRR},
volume = {abs/1910.09126},
year = {2019},
url = {http://arxiv.org/abs/1910.09126},
eprinttype = {arXiv},
eprint = {1910.09126},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10202,
author = {Songgaojun Deng and
Shusen Wang and
Huzefa Rangwala and
Lijing Wang and
Yue Ning},
title = {Graph Message Passing with Cross-location Attentions for Long-term
{ILI} Prediction},
journal = {CoRR},
volume = {abs/1912.10202},
year = {2019},
url = {http://arxiv.org/abs/1912.10202},
eprinttype = {arXiv},
eprint = {1912.10202},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12008,
author = {Haishan Ye and
Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Fast Generalized Matrix Regression with Applications in Machine Learning},
journal = {CoRR},
volume = {abs/1912.12008},
year = {2019},
url = {http://arxiv.org/abs/1912.12008},
eprinttype = {arXiv},
eprint = {1912.12008},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/LiWGJR18,
author = {Junhua Li and
Shusen Wang and
Grant Gunn and
Pamela Joosse and
Hazen A. J. Russell},
title = {A model for downscaling {SMOS} soil moisture using Sentinel-1 {SAR}
data},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {72},
pages = {109--121},
year = {2018},
url = {https://doi.org/10.1016/j.jag.2018.07.012},
doi = {10.1016/J.JAG.2018.07.012},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aeog/LiWGJR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/digearth/LiW18,
author = {Junhua Li and
Shusen Wang},
title = {A new method for generating a clear-sky Landsat composite for cropland
from cloud-contaminated Landsat-7 and Landsat-8 images},
journal = {Int. J. Digit. Earth},
volume = {11},
number = {5},
pages = {533--545},
year = {2018},
url = {https://doi.org/10.1080/17538947.2017.1381189},
doi = {10.1080/17538947.2017.1381189},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/digearth/LiW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiW18,
author = {Junhua Li and
Shusen Wang},
title = {Using SAR-Derived Vegetation Descriptors in a Water Cloud Model to
Improve Soil Moisture Retrieval},
journal = {Remote. Sens.},
volume = {10},
number = {9},
pages = {1370},
year = {2018},
url = {https://doi.org/10.3390/rs10091370},
doi = {10.3390/RS10091370},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/YuW0L18,
author = {Ze Yu and
Shusen Wang and
Wei Liu and
Chunsheng Li},
title = {Joint Design of Space-Time Transmit and Receive Weights for Colocated
{MIMO} Radar},
journal = {Sensors},
volume = {18},
number = {8},
pages = {2722},
year = {2018},
url = {https://doi.org/10.3390/s18082722},
doi = {10.3390/S18082722},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/YuW0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GuptaWCR18,
author = {Vipul Gupta and
Shusen Wang and
Thomas A. Courtade and
Kannan Ramchandran},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {OverSketch: Approximate Matrix Multiplication for the Cloud},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {298--304},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622139},
doi = {10.1109/BIGDATA.2018.8622139},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/GuptaWCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LopesWM18,
author = {Miles E. Lopes and
Shusen Wang and
Michael W. Mahoney},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap},
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 = {3223--3232},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/lopes18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/LopesWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/WangYGSY18,
author = {Shusen Wang and
Ze Yu and
Yukun Guo and
Liwei Sun and
Yanan Yu},
title = {Dynamic Programming Track Before Detect Algorithm for Multistatic
Mimo Stap Radar},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {1300--1303},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8518511},
doi = {10.1109/IGARSS.2018.8518511},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/WangYGSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GuoYW018,
author = {Yukun Guo and
Ze Yu and
Shusen Wang and
Jingwen Li},
title = {A New Imaging Method for Geostationary {SAR} Constellation Using Doppler
Filtering},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {5851--5854},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8519142},
doi = {10.1109/IGARSS.2018.8519142},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GuoYW018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GittensRWMGPKRM18,
author = {Alex Gittens and
Kai Rothauge and
Shusen Wang and
Michael W. Mahoney and
Lisa Gerhardt and
Prabhat and
Jey Kottalam and
Michael F. Ringenburg and
Kristyn J. Maschhoff},
editor = {Yike Guo and
Faisal Farooq},
title = {Accelerating Large-Scale Data Analysis by Offloading to High-Performance
Computing Libraries using Alchemist},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {293--301},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219927},
doi = {10.1145/3219819.3219927},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GittensRWMGPKRM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangRXM18,
author = {Shusen Wang and
Farbod Roosta{-}Khorasani and
Peng Xu and
Michael W. Mahoney},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{GIANT:} Globally Improved Approximate Newton Method for Distributed
Optimization},
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 = {2338--2348},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/dabd8d2ce74e782c65a973ef76fd540b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangRXM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08021,
author = {Miles E. Lopes and
Shusen Wang and
Michael W. Mahoney},
title = {Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap},
journal = {CoRR},
volume = {abs/1803.08021},
year = {2018},
url = {http://arxiv.org/abs/1803.08021},
eprinttype = {arXiv},
eprint = {1803.08021},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11800,
author = {Alex Gittens and
Kai Rothauge and
Shusen Wang and
Michael W. Mahoney and
Lisa Gerhardt and
Prabhat and
Jey Kottalam and
Michael F. Ringenburg and
Kristyn J. Maschhoff},
title = {Accelerating Large-Scale Data Analysis by Offloading to High-Performance
Computing Libraries using Alchemist},
journal = {CoRR},
volume = {abs/1805.11800},
year = {2018},
url = {http://arxiv.org/abs/1805.11800},
eprinttype = {arXiv},
eprint = {1805.11800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01270,
author = {Alex Gittens and
Kai Rothauge and
Shusen Wang and
Michael W. Mahoney and
Jey Kottalam and
Lisa Gerhardt and
Prabhat and
Michael F. Ringenburg and
Kristyn J. Maschhoff},
title = {Alchemist: An Apache Spark {MPI} Interface},
journal = {CoRR},
volume = {abs/1806.01270},
year = {2018},
url = {http://arxiv.org/abs/1806.01270},
eprinttype = {arXiv},
eprint = {1806.01270},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02653,
author = {Vipul Gupta and
Shusen Wang and
Thomas A. Courtade and
Kannan Ramchandran},
title = {OverSketch: Approximate Matrix Multiplication for the Cloud},
journal = {CoRR},
volume = {abs/1811.02653},
year = {2018},
url = {http://arxiv.org/abs/1811.02653},
eprinttype = {arXiv},
eprint = {1811.02653},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangGM17,
author = {Shusen Wang and
Alex Gittens and
Michael W. Mahoney},
title = {Sketched Ridge Regression: Optimization Perspective, Statistical Perspective,
and Model Averaging},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {218:1--218:50},
year = {2017},
url = {https://jmlr.org/papers/v18/17-313.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/WangZR17,
author = {Shusen Wang and
Fuqun Zhou and
Hazen A. J. Russell},
title = {Estimating Snow Mass and Peak River Flows for the Mackenzie River
Basin Using {GRACE} Satellite Observations},
journal = {Remote. Sens.},
volume = {9},
number = {3},
pages = {256},
year = {2017},
url = {https://doi.org/10.3390/rs9030256},
doi = {10.3390/RS9030256},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/WangZR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangGM17,
author = {Shusen Wang and
Alex Gittens and
Michael W. Mahoney},
editor = {Doina Precup and
Yee Whye Teh},
title = {Sketched Ridge Regression: Optimization Perspective, Statistical Perspective,
and Model Averaging},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3608--3616},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17c.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangGM17,
author = {Shusen Wang and
Alex Gittens and
Michael W. Mahoney},
title = {Sketched Ridge Regression: Optimization Perspective, Statistical Perspective,
and Model Averaging},
journal = {CoRR},
volume = {abs/1702.04837},
year = {2017},
url = {http://arxiv.org/abs/1702.04837},
eprinttype = {arXiv},
eprint = {1702.04837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangGM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangGM17a,
author = {Shusen Wang and
Alex Gittens and
Michael W. Mahoney},
title = {Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error
Bounds},
journal = {CoRR},
volume = {abs/1706.02803},
year = {2017},
url = {http://arxiv.org/abs/1706.02803},
eprinttype = {arXiv},
eprint = {1706.02803},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangGM17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01945,
author = {Miles E. Lopes and
Shusen Wang and
Michael W. Mahoney},
title = {A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication},
journal = {CoRR},
volume = {abs/1708.01945},
year = {2017},
url = {http://arxiv.org/abs/1708.01945},
eprinttype = {arXiv},
eprint = {1708.01945},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03528,
author = {Shusen Wang and
Farbod Roosta{-}Khorasani and
Peng Xu and
Michael W. Mahoney},
title = {{GIANT:} Globally Improved Approximate Newton Method for Distributed
Optimization},
journal = {CoRR},
volume = {abs/1709.03528},
year = {2017},
url = {http://arxiv.org/abs/1709.03528},
eprinttype = {arXiv},
eprint = {1709.03528},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-03528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04329,
author = {Youzuo Lin and
Shusen Wang and
Jayaraman J. Thiagarajan and
George Guthrie and
David Coblentz},
title = {Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic
Measurements using Randomized Machine-Learning Algorithm},
journal = {CoRR},
volume = {abs/1710.04329},
year = {2017},
url = {http://arxiv.org/abs/1710.04329},
eprinttype = {arXiv},
eprint = {1710.04329},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-04329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangLZ16,
author = {Shusen Wang and
Luo Luo and
Zhihua Zhang},
title = {{SPSD} Matrix Approximation vis Column Selection: Theories, Algorithms,
and Extensions},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {49:1--49:49},
year = {2016},
url = {https://jmlr.org/papers/v17/14-199.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangZZ16,
author = {Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Towards More Efficient {SPSD} Matrix Approximation and {CUR} Matrix
Decomposition},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {210:1--210:49},
year = {2016},
url = {https://jmlr.org/papers/v17/15-190.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangZZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/YuWL16,
author = {Ze Yu and
Shusen Wang and
Zhou Li},
title = {An Imaging Compensation Algorithm for Spaceborne High-Resolution {SAR}
Based on a Continuous Tangent Motion Model},
journal = {Remote. Sens.},
volume = {8},
number = {3},
pages = {223},
year = {2016},
url = {https://doi.org/10.3390/rs8030223},
doi = {10.3390/RS8030223},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/YuWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YuLW15,
author = {Ze Yu and
Zhou Li and
Shusen Wang},
title = {An Imaging Compensation Algorithm for Correcting the Impact of Tropospheric
Delay on Spaceborne High-Resolution {SAR}},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {9},
pages = {4825--4836},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2015.2411261},
doi = {10.1109/TGRS.2015.2411261},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/YuLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/WangYZP15,
author = {Shusen Wang and
Ze Yu and
Lvqian Zhang and
Na Pu},
title = {A new simulation method based on continuous tangent motion model for
spaceborne high-resolution {SAR}},
booktitle = {2015 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2015, Milan, Italy, July 26-31, 2015},
pages = {1813--1816},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IGARSS.2015.7326143},
doi = {10.1109/IGARSS.2015.7326143},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/WangYZP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SongWW15,
author = {Yangqiu Song and
Shusen Wang and
Haixun Wang},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Open Domain Short Text Conceptualization: {A} Generative + Descriptive
Modeling Approach},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3820--3826},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/537},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SongWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZZ15,
author = {Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Towards More Efficient Nystrom Approximation and {CUR} Matrix Decomposition},
journal = {CoRR},
volume = {abs/1503.08395},
year = {2015},
url = {http://arxiv.org/abs/1503.08395},
eprinttype = {arXiv},
eprint = {1503.08395},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Wang15h,
author = {Shusen Wang},
title = {A Practical Guide to Randomized Matrix Computations with {MATLAB}
Implementations},
journal = {CoRR},
volume = {abs/1505.07570},
year = {2015},
url = {http://arxiv.org/abs/1505.07570},
eprinttype = {arXiv},
eprint = {1505.07570},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Wang15h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZZ15a,
author = {Shusen Wang and
Zhihua Zhang and
Tong Zhang},
title = {Improved Analyses of the Randomized Power Method and Block Lanczos
Method},
journal = {CoRR},
volume = {abs/1508.06429},
year = {2015},
url = {http://arxiv.org/abs/1508.06429},
eprinttype = {arXiv},
eprint = {1508.06429},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZZ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangTXZ14,
author = {Shusen Wang and
Bojun Tu and
Congfu Xu and
Zhihua Zhang},
editor = {Carla E. Brodley and
Peter Stone},
title = {Exact Subspace Clustering in Linear Time},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2113--2120},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8963},
doi = {10.1609/AAAI.V28I1.8963},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangTXZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangZQZ14,
author = {Shusen Wang and
Chao Zhang and
Hui Qian and
Zhihua Zhang},
editor = {Carla E. Brodley and
Peter Stone},
title = {Using The Matrix Ridge Approximation to Speedup Determinantal Point
Processes Sampling Algorithms},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2121--2127},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8972},
doi = {10.1609/AAAI.V28I1.8972},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZQZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZ14,
author = {Shusen Wang and
Zhihua Zhang},
title = {Efficient Algorithms and Error Analysis for the Modified Nystrom Method},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {996--1004},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/wang14c.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SongWCW14,
author = {Yangqiu Song and
Haixun Wang and
Weizhu Chen and
Shusen Wang},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Transfer Understanding from Head Queries to Tail Queries},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1299--1308},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662078},
doi = {10.1145/2661829.2662078},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SongWCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TuZWQ14,
author = {Bojun Tu and
Zhihua Zhang and
Shusen Wang and
Hui Qian},
title = {Making Fisher Discriminant Analysis Scalable},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {964--972},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/tu14.html},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TuZWQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZQZ14,
author = {Shusen Wang and
Chao Zhang and
Hui Qian and
Zhihua Zhang},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Improving the modified nystr{\"{o}}m method using spectral shifting},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {611--620},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623614},
doi = {10.1145/2623330.2623614},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangZQZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Wang14o,
author = {Shusen Wang},
title = {Sharpened Error Bound for Random Sampling Based {\(\mathscr{l}\)}\({}_{\mbox{2}}\)
Regression},
journal = {CoRR},
volume = {abs/1403.7737},
year = {2014},
url = {http://arxiv.org/abs/1403.7737},
eprinttype = {arXiv},
eprint = {1403.7737},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Wang14o.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZ14c,
author = {Shusen Wang and
Zhihua Zhang},
title = {Efficient Algorithms and Error Analysis for the Modified Nystrom Method},
journal = {CoRR},
volume = {abs/1404.0138},
year = {2014},
url = {http://arxiv.org/abs/1404.0138},
eprinttype = {arXiv},
eprint = {1404.0138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZ14c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangLZ14,
author = {Shusen Wang and
Luo Luo and
Zhihua Zhang},
title = {The Modified Nystrom Method: Theories, Algorithms, and Extension},
journal = {CoRR},
volume = {abs/1406.5675},
year = {2014},
url = {http://arxiv.org/abs/1406.5675},
eprinttype = {arXiv},
eprint = {1406.5675},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZZ14,
author = {Shusen Wang and
Tong Zhang and
Zhihua Zhang},
title = {Adjusting Leverage Scores by Row Weighting: {A} Practical Approach
to Coherent Matrix Completion},
journal = {CoRR},
volume = {abs/1412.7938},
year = {2014},
url = {http://arxiv.org/abs/1412.7938},
eprinttype = {arXiv},
eprint = {1412.7938},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangZ13,
author = {Shusen Wang and
Zhihua Zhang},
title = {Improving {CUR} matrix decomposition and the Nystr{\"{o}}m approximation
via adaptive sampling},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2729--2769},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567748},
doi = {10.5555/2567709.2567748},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangLZ13,
author = {Shusen Wang and
Dehua Liu and
Zhihua Zhang},
editor = {Francesca Rossi},
title = {Nonconvex Relaxation Approaches to Robust Matrix Recovery},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1764--1770},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6541},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-4207,
author = {Shusen Wang},
title = {On The Lower Bounds of The Nystr{\"{o}}m Method},
journal = {CoRR},
volume = {abs/1303.4207},
year = {2013},
url = {http://arxiv.org/abs/1303.4207},
eprinttype = {arXiv},
eprint = {1303.4207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-4207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangWLJ12,
author = {Zhihua Zhang and
Shusen Wang and
Dehua Liu and
Michael I. Jordan},
title = {{EP-GIG} Priors and Applications in Bayesian Sparse Learning},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2031--2061},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343709},
doi = {10.5555/2503308.2343709},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangWLJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangZ12,
author = {Shusen Wang and
Zhihua Zhang},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Colorization by Matrix Completion},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1169--1175},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8274},
doi = {10.1609/AAAI.V26I1.8274},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZ12,
author = {Shusen Wang and
Zhihua Zhang},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Scalable {CUR} Matrix Decomposition Algorithm: Lower Time Complexity
and Tighter Bound},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {656--664},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/34ed066df378efacc9b924ec161e7639-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-1461,
author = {Shusen Wang and
Zhihua Zhang and
Jian Li},
title = {A Scalable {CUR} Matrix Decomposition Algorithm: Lower Time Complexity
and Tighter Bound},
journal = {CoRR},
volume = {abs/1210.1461},
year = {2012},
url = {http://arxiv.org/abs/1210.1461},
eprinttype = {arXiv},
eprint = {1210.1461},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-1461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangYYYS11,
author = {Shusen Wang and
Xiaotong Yuan and
Tiansheng Yao and
Shuicheng Yan and
Jialie Shen},
editor = {Wolfram Burgard and
Dan Roth},
title = {Efficient Subspace Segmentation via Quadratic Programming},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {519--524},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7892},
doi = {10.1609/AAAI.V25I1.7892},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangYYYS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcit/ChenGWCC08,
author = {Tao Chen and
Qing Gu and
Shusen Wang and
Xiaoan Chen and
Daoxu Chen},
editor = {Qiang Wu and
Xiangjian He and
Quang Vinh Nguyen and
Wenjing Jia and
Mao Lin Huang},
title = {Module-based large-scale software evolution based on complex networks},
booktitle = {Proceedings of 8th {IEEE} International Conference on Computer and
Information Technology, {CIT} 2008, Sydney, Australia, July 8-11,
2008},
pages = {798--803},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CIT.2008.4594776},
doi = {10.1109/CIT.2008.4594776},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/IEEEcit/ChenGWCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LiuHW08,
author = {Wenjun Liu and
Baoxin Hu and
Shusen Wang},
title = {Improving Land Surface Pixel Level Albedo Characterization Using Sub-Pixel
Information Retrieved from Remote Sensing},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings},
pages = {801--804},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IGARSS.2008.4779115},
doi = {10.1109/IGARSS.2008.4779115},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/LiuHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/OlthofPFCWCOPMKS06,
author = {Ian Olthof and
Darren Pouliot and
Robert H. Fraser and
Andrea Clouston and
Shusen Wang and
Wenjun Chen and
Jonathan Orazietti and
Jean Poitevin and
Donald McLennan and
J. Kerr and
Michael C. Sawada},
title = {Using Satellite Remote Sensing to Assess and Monitor Ecosystem Integrity
and Climate Change in Canadas National Parks},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2006, July 31 - August 4, 2006, Denver, Colorado, USA, Proceedings},
pages = {686--689},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IGARSS.2006.180},
doi = {10.1109/IGARSS.2006.180},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/OlthofPFCWCOPMKS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/SimicFW04,
author = {Anita Simic and
Richard Fernandes and
Shusen Wang},
title = {Sensitivity assessment of simulated evapotranspiration and groundwater
recharge across a shallow water region for diverse land cover and
soil properties},
booktitle = {2004 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2004, Anchorage, Alaska, USA, 20-24 September 2004},
pages = {4881--4884},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/IGARSS.2004.1370257},
doi = {10.1109/IGARSS.2004.1370257},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/SimicFW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ChenCPZFWKUPMM02,
author = {Wenjun Chen and
Josef Cihlar and
Goran Pavlic and
Quanfa Zhang and
Richard Fernandes and
Shusen Wang and
Jeremy T. Kerr and
Chhun{-}Huor Ung and
D. T. Price and
Mahta Moghaddam and
Kenneth R. McDonald},
title = {Improving temporal and spatial consistency of forest biomass data
by integrating forest yield tables and satellite radar data},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2002, Toronto, Ontario, Canada, 24-28 June 2002},
pages = {1777--1779},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/IGARSS.2002.1026251},
doi = {10.1109/IGARSS.2002.1026251},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/ChenCPZFWKUPMM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/WangLFC02,
author = {Shusen Wang and
Sylvain G. Leblanc and
Richard A. Fernandes and
Josef Cihlar},
title = {Diurnal variation of direct and diffuse radiation and its impact on
surface albedo},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2002, Toronto, Ontario, Canada, 24-28 June 2002},
pages = {3224--3226},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/IGARSS.2002.1027137},
doi = {10.1109/IGARSS.2002.1027137},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/WangLFC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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