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., Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Jian XuSenior Director, Ad Platform, Alibaba GroupVerified email at berkeley.edu
Joemon JoseProfessor of Computer Science, University of GlasgowVerified email at glasgow.ac.uk
Shuai YuanBeeswaxVerified email at beeswax.com
Alex SmolaBoson AIVerified email at smola.org
Tie-Yan LiuDistinguished Scientist, Microsoft Research AI4Science | IEEE Fellow | ACM Fellow | AAIA FellowVerified email at microsoft.com
Jian Tang (唐建）Associate Professor, Mila-Quebec AI Institute, HEC Montréal, Canada CIFAR AI ChairVerified email at hec.ca
Fei FangCarnegie Mellon UniversityVerified email at cmu.edu
Gui-Rong XueCEO of TIANRANGVerified email at tianrang-inc.com
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Diyi YangStanford UniversityVerified email at stanford.edu
Antonis BikakisAssociate Professor in Computing and Artificial Intelligence, University College LondonVerified email at ucl.ac.uk
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com

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	2362	2017
Wasserstein distance guided representation learning for domain adaptation J Shen, Y Qu, W Zhang, Y Yu AAAI 2018, 2018	705	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	633	2018
Efficient Architecture Search by Network Transformation H Cai, T Chen, W Zhang, Y Yu, J Wang AAAI 2018, 2018	606*	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	580	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	574	2016
Mean Field Multi-Agent Reinforcement Learning Y Yang, R Luo, M Li, M Zhou, W Zhang, J Wang ICML 2018, 2018	558	2018
Long Text Generation via Adversarial Training with Leaked Information J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang AAAI 2018, 2018	521	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	504	2016
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	418	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	308	2014
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	255	2020
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	254	2012
Path-Level Network Transformation for Efficient Architecture Search H Cai, J Yang, W Zhang, S Han, Y Yu ICML 2018, 2018	235	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	227	2017
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	212	2019
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	199	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	195	2019
Interactive collaborative filtering X Zhao, W Zhang, J Wang Proceedings of the 22nd ACM international conference on Information …, 2013	193	2013
Optimizing top-n collaborative filtering via dynamic negative item sampling W Zhang, T Chen, J Wang, Y Yu Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013	190	2013

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