Weinan Zhang

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Yong Yu (俞勇)Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Jun WangProfessor, Computer Science, University College LondonVerified email at cs.ucl.ac.uk
Kan RenMicrosoft ResearchVerified email at microsoft.com
Ruiming TangHuaweiVerified email at huawei.com
Ying WenAssistant Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Tianqi ChenCarnegie Mellon UniversityVerified email at cmu.edu
Lantao YuPh.D. Student, Computer Science Department, Stanford UniversityVerified email at cs.stanford.edu
Joemon JoseProfessor of Computer Science, University of GlasgowVerified email at glasgow.ac.uk
Shuai YuanBeeswaxVerified email at beeswax.com
Xiaoxue ZhaoComputer Science, University College LondonVerified email at cs.ucl.ac.uk
Alex SmolaAmazon Web ServicesVerified email at smola.org
Tie-Yan LiuDistinguished Scientist, Microsoft Research AI4Science | IEEE Fellow | ACM Fellow | AAIA FellowVerified email at microsoft.com
Bin GaoEngineering Manager, Machine Learning, FacebookVerified email at fb.com
Gui-Rong XueCEO of TIANRANGVerified email at tianrang-inc.com
Noémie ElhadadAssociate Professor and Chair of Biomedical Informatics, Columbia UniversityVerified email at cumc.columbia.edu
Jie YangSenior Software Engineer, Google Inc.Verified email at google.com
Bowei ChenUniversity of GlasgowVerified email at glasgow.ac.uk
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Diyi YangStanford UniversityVerified email at stanford.edu

Weinan Zhang

Associate Professor, Shanghai Jiao Tong University

Verified email at sjtu.edu.cn - Homepage

Reinforcement Learning Machine Learning Data Science Information Retrieval


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
SeqGAN: Sequence generative adversarial nets with policy gradient L Yu, W Zhang, J Wang, Y Yu 31st AAAI Conference on Artificial Intelligence (AAAI 2017), 2017	2197	2017
Wasserstein distance guided representation learning for domain adaptation J Shen, Y Qu, W Zhang, Y Yu AAAI 2018, 2018	614	2018
GraphGAN: Graph Representation Learning with Generative Adversarial Nets H Wang, J Wang, J Wang, M Zhao, W Zhang, F Zhang, X Xie, M Guo AAAI 2018, 2018	579	2018
Efficient Architecture Search by Network Transformation H Cai, T Chen, W Zhang, Y Yu, J Wang AAAI 2018, 2018	569*	2018
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models J Wang, L Yu, W Zhang, Y Gong, Y Xu, B Wang, P Zhang, D Zhang SIGIR 2017 (Best Paper Honorable Mention Award), 2017	535	2017
Product-based neural networks for user response prediction Y Qu, H Cai, K Ren, W Zhang, Y Yu, Y Wen, J Wang IEEE 16th International Conference on Data Mining, 2016	519	2016
Mean Field Multi-Agent Reinforcement Learning Y Yang, R Luo, M Li, M Zhou, W Zhang, J Wang ICML 2018, 2018	490	2018
Deep Learning over Multi-field Categorical Data: A Case Study on User Response Prediction W Zhang, T Du, J Wang European Conference on Information Retrieval, 2016	465	2016
Long Text Generation via Adversarial Training with Leaked Information J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang AAAI 2018, 2018	435	2018
Texygen: A Benchmarking Platform for Text Generation Models Y Zhu, S Lu, L Zheng, J Guo, W Zhang, J Wang, Y Yu SIGIR 2018, 2018	362	2018
Optimal Real-Time Bidding for Display Advertising W Zhang, S Yuan, J Wang Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	296	2014
SVDFeature: a toolkit for feature-based collaborative filtering T Chen, W Zhang, Q Lu, K Chen, Z Zheng, Y Yu The Journal of Machine Learning Research 13 (1), 3619-3622, 2012	245	2012
Path-Level Network Transformation for Efficient Architecture Search H Cai, J Yang, W Zhang, S Han, Y Yu ICML 2018, 2018	220	2018
Real-Time Bidding by Reinforcement Learning in Display Advertising H Cai, K Ren, W Zhang, K Malialis, J Wang, Y Yu, D Guo WSDM 2017, 2017	210	2017
GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation C Shi, M Xu, Z Zhu, W Zhang, M Zhang, J Tang ICLR 2020, 2020	202	2020
Display advertising with real-time bidding (RTB) and behavioural targeting J Wang, W Zhang, S Yuan Foundations and Trends® in Information Retrieval 11 (4-5), 2017	184	2017
Interactive collaborative filtering X Zhao, W Zhang, J Wang Proceedings of the 22nd ACM international conference on Information …, 2013	181	2013
CoLight: Learning Network-level Cooperation for Traffic Signal Control H Wei, N Xu, H Zhang, G Zheng, X Zang, C Chen, W Zhang, Y Zhu, K Xu, ... CIKM 2019, 2019	179	2019
Unsupervised Diverse Colorization via Generative Adversarial Networks Y Cao, Z Zhou, W Zhang, Y Yu ECML-PKDD 2017, 2017	173	2017
Dynamically fused graph network for multi-hop reasoning L Qiu, Y Xiao, Y Qu, H Zhou, L Li, W Zhang, Y Yu Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019	171	2019

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