| Multi-agent Distributed Optimization via Inexact Consensus ADMM TH Chang, M Hong, X Wang IEEE Transactions on Signal Processing 63 (2), 482-497, 2015 | 409 | 2015 |
| Asynchronous Distributed ADMM for Large-Scale Optimization—Part I: Algorithm and Convergence Analysis TH Chang, M Hong, WC Liao, X Wang IEEE Transactions on Signal Processing 64 (12), 3118-3130, 2016 | 195 | 2016 |
| Iteration Complexity Analysis of Block Coordinate Descent Methods M Hong, X Wang, M Razaviyayn, ZQ Luo Mathematical Programming, Series A 163 (1), 85-114, 2017 | 170 | 2017 |
| A Fast Proximal Point Method for Computing Exact Wasserstein Distance Y Xie, X Wang, R Wang, H Zha Conference on Uncertainty in Artificial Intelligence, 2019 | 140 | 2019 |
| Deep eXtreme Multi-label Learning W Zhang, J Yan, X Wang, H Zha ACM International Conference on Multimedia Retrieval (ICMR-18), 2018 | 117 | 2018 |
| The Linearized Alternating Direction Method of Multipliers for Dantzig Selector X Wang, X Yuan SIAM Journal on Scientific Computing 34 (5), 2792-2811, 2012 | 111 | 2012 |
| On Modeling and Predicting Individual Paper Citation Count over Time S Xiao, J Yan, C Li, B Jin, X Wang, X Yang, SM Chu, H Zha 25th International Joint Conference on Artificial Intelligence (IJCAI-16), 2016 | 96 | 2016 |
| Solving Multiple-Block Separable Convex Minimization Problems using Two-Block Alternating Direction Method of Multipliers X Wang, M Hong, S Ma, ZQ Luo Pacific Journal of Optimization 11 (4), 645-667, 2015 | 95 | 2015 |
| A Block Successive Upper Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization M Hong, TH Chang, X Wang, M Razaviyayn, S Ma, ZQ Luo Mathematics of Operations Research 45 (3), 833-861, 2020 | 89 | 2020 |
| Joint Active Learning with Feature Selection via CUR Matrix Decomposition C Li, X Wang, W Dong, J Yan, Q Liu, H Zha IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (6), 1382 …, 2019 | 83 | 2019 |
| Outage Constrained Robust Secure Transmission for MISO Wiretap Channels S Ma, M Hong, E Song, X Wang, D Sun IEEE Transactions on Wireless Communications 13 (10), 5558-5570, 2014 | 77 | 2014 |
| Asynchronous Distributed ADMM for Large-scale Optimization—Part II: Linear Convergence Analysis and Numerical Performance TH Chang, WC Liao, M Hong, X Wang IEEE Transactions on Signal Processing 64 (12), 3131-3144, 2016 | 76 | 2016 |
| Nonnegative Matrix Factorization using ADMM: Algorithm and Convergence Analysis D Hajinezhad, TH Chang, X Wang, Q Shi, M Hong IEEE International Conference on Acoustics, Speech and Signal Processing …, 2016 | 71 | 2016 |
| Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning X Liao, W Li, Q Xu, X Wang, B Jin, X Zhang, Y Zhang, Y Wang IEEE Conference on Computer Vision and Pattern Recognition, 2020 | 69 | 2020 |
| On Predictive Patent Valuation: Forecasting Patent Citations and Their Types. X Liu, J Yan, S Xiao, X Wang, H Zha, SM Chu 31st AAAI Conference on Artificial Intelligence (AAAI-17), 1438-1444, 2017 | 47 | 2017 |
| FDA^3: Federated Defense against Adversarial Attacks for Cloud-based IIoT Applications Y Song, T Liu, T Wei, X Wang, Z Tao, M Chen IEEE Transactions on Industrial Informatics 17 (11), 7830-7838, 2021 | 40 | 2021 |
| Dynamic Structure Embedded Online Multiple-output Regression for Streaming Data C Li, F Wei, W Dong, X Wang, Q Liu, X Zhang IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2), 323-336, 2019 | 36 | 2019 |
| Joint Power Splitting and Secure Beamforming Design in the Multiple Non-regenerative Wireless-powered Relay Networks M Zhao, X Wang, S Feng IEEE Communications Letters 19 (9), 1540-1543, 2015 | 30 | 2015 |
| Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior J Yan, S Xiao, C Li, B Jin, X Wang, B Ke, X Yang, H Zha 25th International Joint Conference on Artificial Intelligence (IJCAI-16), 2016 | 29 | 2016 |
| Learning Structured Communication for Multi-agent Reinforcement Learning J Sheng, X Wang, B Jin, W Li, J Yan, TH Chang, J Wang, H Zha Autonomous Agents and Multi-Agent Systems 36 (50), 1-36, 2022 | 26 | 2022 |
Hongyuan ZhaThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
