| Deep sentence embedding using long short-term memory networks: Analysis and application to information retrieval H Palangi, L Deng, Y Shen, J Gao, X He, J Chen, X Song, R Ward IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 694-707, 2016 | 607 | 2016 |
| Diffusion adaptation strategies for distributed optimization and learning over networks J Chen, AH Sayed IEEE Transactions on Signal Processing 60 (8), 4289-4305, 2012 | 500 | 2012 |
| Diffusion strategies for adaptation and learning over networks: an examination of distributed strategies and network behavior AH Sayed, SY Tu, J Chen, X Zhao, ZJ Towfic IEEE Signal Processing Magazine 30 (3), 155-171, 2013 | 372 | 2013 |
| Cherrypick: Adaptively unearthing the best cloud configurations for big data analytics O Alipourfard, HH Liu, J Chen, S Venkataraman, M Yu, M Zhang 14th {USENIX} Symposium on Networked Systems Design and Implementation …, 2017 | 266 | 2017 |
| Distributed Pareto Optimization via Diffusion Strategies J Chen, AH Sayed IEEE Journal of Selected Topics in Signal Processing 7 (2), 205-220, 2013 | 162 | 2013 |
| Deep reinforcement learning with an action space defined by natural language J He, J Chen, X He, J Gao, L Li, L Deng, M Ostendorf Proc. Association for Computational Linguistics (ACL), 2016 | 143* | 2016 |
| SBEED: Convergent reinforcement learning with nonlinear function approximation B Dai, A Shaw, L Li, L Xiao, N He, Z Liu, J Chen, L Song Proc. International Conference on Machine Learning (ICML), 1133-1142, 2018 | 131 | 2018 |
| On the Learning Behavior of Adaptive Networks-Part I: Transient Analysis J Chen, AH Sayed IEEE Transactions on Information Theory 61 (6), 3487--3517, 2015 | 104 | 2015 |
| Stochastic Variance Reduction Methods for Policy Evaluation SS Du, J Chen, L Li, L Xiao, D Zhou Proc. 34th International Conference on Machine Learning (ICML), 2017 | 89 | 2017 |
| Dictionary learning over distributed models J Chen, ZJ Towfic, AH Sayed IEEE Transactions on Signal Processing 63 (4), 1001--1016, 2015 | 79 | 2015 |
| On the Learning Behavior of Adaptive Networks-Part II: Performance Analysis J Chen, AH Sayed IEEE Transactions on Information Theory 61 (6), 3518--3548, 2015 | 71 | 2015 |
| Cramer-Rao Bounds for Joint RSS/DoA-Based Primary-User Localization in Cognitive Radio Networks J Wang, J Chen, D Cabric IEEE Transactions on Wireless Communications 12 (3), 1363-1375, 2013 | 70 | 2013 |
| Dream: A challenge data set and models for dialogue-based reading comprehension K Sun, D Yu, J Chen, D Yu, Y Choi, C Cardie Transactions of the Association for Computational Linguistics 7, 217-231, 2019 | 69 | 2019 |
| Distributed Policy Evaluation Under Multiple Behavior Strategies S Valcarcel Macua, J Chen, S Zazo, AH Sayed IEEE Transactions on Automatic Control 60 (5), 2015 | 68* | 2015 |
| Analyzing Amplify-and-Forward and Decode-and-Forward Cooperative Strategies in Wyner’s Channel Model P Zhang, J Yuan, J Chen, J Wang IEEE Wireless Communications and Networking Conference (WCNC 2009), 1-5, 2009 | 63 | 2009 |
| Sequence classification using the high-level features extracted from deep neural networks L Deng, J Chen 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 56 | 2014 |
| Recurrent reinforcement learning: a hybrid approach X Li, L Li, J Gao, X He, J Chen, L Deng, J He arXiv preprint arXiv:1509.03044, 2015 | 53 | 2015 |
| Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention W Chen, J Chen, P Qin, X Yan, WY Wang Proc. Association for Computational Linguistics (ACL), 2019 | 47 | 2019 |
| M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search Y Shen*, J Chen*, PS Huang*, Y Guo, J Gao, (*=equal contribution) Proc. Advances in Neural Information Processing Systems, 6785-6796, 2018 | 46* | 2018 |
| Combating reinforcement learning's sisyphean curse with intrinsic fear ZC Lipton, K Azizzadenesheli, A Kumar, L Li, J Gao, L Deng arXiv preprint arXiv:1611.01211, 2016 | 43 | 2016 |
Ali H SayedDean of Engineering, EPFL, SwitzerlandVerified email at epfl.ch
