A single channel speech enhancement approach by combining statistical criterion and multi-frame sparse dictionary learning. - Hung-Wei Tseng 004; Srikanth Vishnubhotla; Mingyi Hong 001; Xiangfeng Wang 002; Jinjun Xiao; Zhi-Quan Luo; Tao Zhang 024 (INTERSPEECH, 2013)

Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers. - Xiangfeng Wang 002; Mingyi Hong 001; Shiqian Ma; Zhi-Quan Luo (CoRR, 2013)

Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers. - Tsung-Hui Chang; Mingyi Hong 001; Xiangfeng Wang 002 (ICASSP, 2014)

A block coordinate descent method of multipliers: Convergence analysis and applications. - Mingyi Hong 001; Tsung-Hui Chang; Xiangfeng Wang 002; Meisam Razaviyayn; Shiqian Ma; Zhi-Quan Luo (ICASSP, 2014)

Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers. - Xiangfeng Wang 002; Mingyi Hong 001; Tsung-Hui Chang; Meisam Razaviyayn; Zhi-Quan Luo (ICASSP, 2014)

Outage Constrained Robust Secure Transmission for MISO Wiretap Channels. - Shuai Ma; Mingyi Hong 001; Enbin Song; Xiangfeng Wang 002; Dechun Sun (IEEE Trans. Wirel. Commun., 2014)

Active Sample Learning and Feature Selection: A Unified Approach. - Changsheng Li; Xiangfeng Wang 002; Weishan Dong; Junchi Yan; Qingshan Liu 001; Hongyuan Zha (CoRR, 2015)

Multi-Agent Distributed Optimization via Inexact Consensus ADMM. - Tsung-Hui Chang; Mingyi Hong 001; Xiangfeng Wang 002 (IEEE Trans. Signal Process., 2015)

Spatially Regularized Streaming Sensor Selection. - Changsheng Li; Fan Wei; Weishan Dong; Xiangfeng Wang 002; Junchi Yan; Xiaobin Zhu 001; Qingshan Liu 001; Xin Zhang 008 (AAAI, 2016)

Parallel Randomized Block Coordinate Descent for Neural Probabilistic Language Model with High-Dimensional Output Targets. - Xin Liu 091; Junchi Yan; Xiangfeng Wang 002; Hongyuan Zha (CCPR (2), 2016)

Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis. - Tsung-Hui Chang; Mingyi Hong 001; Wei-Cheng Liao; Xiangfeng Wang 002 (ICASSP, 2016)

Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis. - Davood Hajinezhad; Tsung-Hui Chang; Xiangfeng Wang 002; Qingjiang Shi; Mingyi Hong 001 (ICASSP, 2016)

On Modeling and Predicting Individual Paper Citation Count over Time. - Shuai Xiao 002; Junchi Yan; Changsheng Li; Bo Jin 003; Xiangfeng Wang 002; Xiaokang Yang 001; Stephen M. Chu; Hongyuan Zha (IJCAI, 2016)

Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior. - Junchi Yan; Shuai Xiao 002; Changsheng Li; Bo Jin 003; Xiangfeng Wang 002; Bin Ke; Xiaokang Yang 001; Hongyuan Zha (IJCAI, 2016)

Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis. - Tsung-Hui Chang; Mingyi Hong 001; Wei-Cheng Liao; Xiangfeng Wang 002 (IEEE Trans. Signal Process., 2016)

Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance. - Tsung-Hui Chang; Wei-Cheng Liao; Mingyi Hong 001; Xiangfeng Wang 002 (IEEE Trans. Signal Process., 2016)

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types. - Xin Liu 091; Junchi Yan; Shuai Xiao 002; Xiangfeng Wang 002; Hongyuan Zha; Stephen M. Chu (AAAI, 2017)

A Divide-and-Conquer Approach for Large-Scale Multi-label Learning. - Wenjie Zhang; Xiangfeng Wang 002; Junchi Yan; Hongyuan Zha (BigMM, 2017)

Deep Extreme Multi-label Learning. - Wenjie Zhang; Liwei Wang; Junchi Yan; Xiangfeng Wang 002; Hongyuan Zha (CoRR, 2017)

Iteration complexity analysis of block coordinate descent methods. - Mingyi Hong 001; Xiangfeng Wang 002; Meisam Razaviyayn; Zhi-Quan Luo (Math. Program., 2017)

Deep Extreme Multi-label Learning. - Wenjie Zhang; Junchi Yan; Xiangfeng Wang 002; Hongyuan Zha (ICMR, 2018)

A Fast Proximal Point Method for Wasserstein Distance. - Yujia Xie; Xiangfeng Wang 002; Ruijia Wang; Hongyuan Zha (CoRR, 2018)

On the flexibility of block coordinate descent for large-scale optimization. - Xiangfeng Wang 002; Wenjie Zhang; Junchi Yan; Xiaoming Yuan 001; Hongyuan Zha (Neurocomputing, 2018)

Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator. - Hangrui Yue; Qingzhi Yang; Xiangfeng Wang 002; Xiaoming Yuan 001 (SIAM J. Sci. Comput., 2018)

Efficient InSAR Phase Noise Reduction via Compressive Sensing in the Complex Domain. - Xiaomei Luo; Xiangfeng Wang 002; Yuhao Wang 001; Shengqi Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

A Fast Proximal Point Method for Computing Exact Wasserstein Distance. - Yujia Xie; Xiangfeng Wang 002; Ruijia Wang; Hongyuan Zha (UAI, 2019)

Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data. - Changsheng Li; Fan Wei; Weishan Dong; Xiangfeng Wang 002; Qingshan Liu 001; Xin Zhang 008 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Joint Active Learning with Feature Selection via CUR Matrix Decomposition. - Changsheng Li; Xiangfeng Wang 002; Weishan Dong; Junchi Yan; Qingshan Liu 001; Hongyuan Zha (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

SecureRec: Privacy-Preserving Recommendation with Distributed Matrix Factorization. - Wenyan Liu 001; Junhong Cheng; Xiangfeng Wang 002; Xiaoling Wang 004 (ADMA, 2020)

VSB2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing. - Xin Li; Xiangfeng Wang 002; Bo Jin 003; Wenjie Zhang; Jun Wang 006; Hongyuan Zha (ICPR, 2020)

Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning. - Junjie Wang; Xiangfeng Wang 002; Bo Jin 003; Junchi Yan; Wenjie Zhang; Hongyuan Zha (ICPR, 2020)

Hyper-Meta Reinforcement Learning with Sparse Reward. - Yun Hua; Xiangfeng Wang 002; Bo Jin 003; Wenhao Li 001; Junchi Yan; Xiaofeng He; Hongyuan Zha (CoRR, 2020)

FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. - Yunfei Song; Tian Liu 005; Tongquan Wei; Xiangfeng Wang 002; Zhe Tao; Mingsong Chen 001 (CoRR, 2020)

A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization. - Mingyi Hong 001; Tsung-Hui Chang; Xiangfeng Wang 002; Meisam Razaviyayn; Shiqian Ma; Zhi-Quan Luo (Math. Oper. Res., 2020)

Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Junjie Sheng; Yun Hua; Hongyuan Zha (AAMAS, 2021)

HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem. - Yun Hua; Xiangfeng Wang 002; Bo Jin 003; Wenhao Li 001; Junchi Yan; Xiaofeng He; Hongyuan Zha (KDD, 2021)

Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Junjie Sheng; Yun Hua; Hongyuan Zha (CoRR, 2021)

Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Junjie Sheng; Hongyuan Zha (CoRR, 2021)

VMAgent: Scheduling Simulator for Reinforcement Learning. - Junjie Sheng; Shengliang Cai; Haochuan Cui; Wenhao Li 001; Yun Hua; Bo Jin 003; Wenli Zhou; Yiqiu Hu; Lei Zhu; Qian Peng; Hongyuan Zha; Xiangfeng Wang 002 (CoRR, 2021)

Distributed and Parallel ADMM for Structured Nonconvex Optimization Problem. - Xiangfeng Wang 002; Junchi Yan; Bo Jin 003; Wenhao Li 001 (IEEE Trans. Cybern., 2021)

FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications. - Yunfei Song; Tian Liu 005; Tongquan Wei; Xiangfeng Wang 002; Zhe Tao; Mingsong Chen 001 (IEEE Trans. Ind. Informatics, 2021)

Obtaining Dyadic Fairness by Optimal Transport. - Moyi Yang; Junjie Sheng; Wenyan Liu 001; Bo Jin 003; Xiaoling Wang 004; Xiangfeng Wang 002 (IEEE Big Data, 2022)

Dealing with Non-Stationarity in MARL via Trust-Region Decomposition. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Junjie Sheng; Hongyuan Zha (ICLR, 2022)

Multi-Agent Path Finding with Prioritized Communication Learning. - Wenhao Li 001; Hongjun Chen; Bo Jin 003; Wenzhe Tan; Hongyuan Zha; Xiangfeng Wang 002 (ICRA, 2022)

VMAgent: A Practical Virtual Machine Scheduling Platform. - Junjie Sheng; Shengliang Cai; Haochuan Cui; Wenhao Li 001; Yun Hua; Bo Jin 003; Wenli Zhou; Yiqiu Hu; Lei Zhu; Qian Peng; Hongyuan Zha; Xiangfeng Wang 002 (IJCAI, 2022)

Learning structured communication for multi-agent reinforcement learning. - Junjie Sheng; Xiangfeng Wang 002; Bo Jin 003; Junchi Yan; Wenhao Li 001; Tsung-Hui Chang; Jun Wang 006; Hongyuan Zha (Auton. Agents Multi Agent Syst., 2022)

Obtaining Dyadic Fairness by Optimal Transport. - Moyi Yang; Junjie Sheng; Xiangfeng Wang 002; Wenyan Liu 001; Bo Jin 003; Jun Wang 006; Hongyuan Zha (CoRR, 2022)

Mitigating disparate impact on model accuracy in differentially private learning. - Wenyan Liu 001; Xiangfeng Wang 002; Haikun Zheng; Bo Jin 003; Xiaoling Wang 004; Hongyuan Zha (Inf. Sci., 2022)

Structured Cooperative Reinforcement Learning With Time-Varying Composite Action Space. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Dijun Luo; Hongyuan Zha (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas. - Yun Hua; Shang Gao; Wenhao Li 001; Bo Jin 003; Xiangfeng Wang 002; Hongyuan Zha (AAMAS, 2023)

Hierarchical Diffusion for Offline Decision Making. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Hongyuan Zha (ICML, 2023)

Learning Roles with Emergent Social Value Orientations. - Wenhao Li 001; Xiangfeng Wang 002; Bo Jin 003; Jingyi Lu; Hongyuan Zha (CoRR, 2023)

Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning. - Wenhao Li 001; Dan Qiao; Baoxiang Wang 001; Xiangfeng Wang 002; Bo Jin 003; Hongyuan Zha (CoRR, 2023)

Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym. - Junjie Sheng; Zixiao Huang; Chuyun Shen; Wenhao Li 001; Yun Hua; Bo Jin 003; Hongyuan Zha; Xiangfeng Wang 002 (CoRR, 2023)

F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning. - Wenhao Li 001; Bo Jin 003; Xiangfeng Wang 002; Junchi Yan; Hongyuan Zha (J. Mach. Learn. Res., 2023)

Group Sparse Space Information Network With Joint Virtual Network Function Deployment and Maximum Flow Routing Strategy. - Huiting Yang; Wei Liu 012; Xiangfeng Wang 002; Jiandong Li 001 (IEEE Trans. Wirel. Commun., 2023)

Complementary information mutual learning for multimodality medical image segmentation. - Chuyun Shen; Wenhao Li 001; Haoqing Chen; Xiaoling Wang 004; Fengping Zhu; Yuxin Li; Xiangfeng Wang 002; Bo Jin 003 (Neural Networks, 2024)

Joint Design of Long-Term Base Station Activation and Short-Term Beamforming for Green Wireless Networks. - Jingran Lin; Mengyuan Ma; Xiangfeng Wang 002 (IEEE Trans. Wirel. Commun., 2024)

Multi-Agent Credit Assignment with Pretrained Language Models. - Wenhao Li 001; Dan Qiao; Baoxiang Wang 001; Xiangfeng Wang 002; Wei Yin; Hao Shen 002; Bo Jin 003; Hongyuan Zha (AISTATS, 2025)

Negotiated Reasoning: On Provably Addressing Relative Over-Generalization. - Junjie Sheng; Wenhao Li 001; Bo Jin 003; Hongyuan Zha; Jun Wang 006; Xiangfeng Wang 002 (AAMAS, 2025)

Verbalized Bayesian Persuasion. - Wenhao Li 001; Yue Lin; Xiangfeng Wang 002; Bo Jin 003; Hongyuan Zha; Baoxiang Wang 001 (CoRR, 2025)

Generative Multi-Agent Collaboration in Embodied AI: A Systematic Review. - Di Wu; Xian Wei; Guang Chen 001; Hao Shen 002; Xiangfeng Wang 002; Wenhao Li 001; Bo Jin 003 (CoRR, 2025)

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows. - Wenhao Li 001; Bo Jin 003; Mingyi Hong 001; Changhong Lu; Xiangfeng Wang 002 (CoRR, 2025)

Where Paths Collide: A Comprehensive Survey of Classic and Learning-Based Multi-Agent Pathfinding. - Shiyue Wang; Haozheng Xu; Yuhan Zhang 002; Jingran Lin; Changhong Lu; Xiangfeng Wang 002; Wenhao Li 001 (CoRR, 2025)

TextAtari: 100K Frames Game Playing with Language Agents. - Wenhao Li 001; Wenwu Li; Chuyun Shen; Junjie Sheng; Zixiao Huang; Di Wu; Yun Hua; Wei Yin; Xiangfeng Wang 002; Hongyuan Zha; Bo Jin 003 (CoRR, 2025)