Honghao Wei

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Diffusion Process

Online Convex Optimization

Reinforcement Learning

Markov Decision Processes

Top Venues

IEEE Trans. Ind. Electron.

Publications

Jin Sha, Honghao Wei, Jiahao Hu
Principle, Design, and Analysis of a Novel Discrete Pulse Control for Single-Phase Voltage Source Inverter. IEEE Trans. Ind. Electron. 71 (6) (2024)
Honghao Wei, Xin Liu, Lei Ying
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. AAAI (2024)
Honghao Wei, Zixian Yang, Xin Liu, Zhiwei (Tony) Qin, Xiaocheng Tang, Lei Ying
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Qining Zhang, Honghao Wei, Lei Ying
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis. CoRR (2024)
Honghao Wei, Xiyue Peng, Xin Liu, Arnob Ghosh
Adversarially Trained Actor Critic for offline CMDPs. CoRR (2024)
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. CoRR (2023)
Honghao Wei, Xin Liu, Lei Ying
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. CoRR (2023)
Honghao Wei, Xin Liu, Weina Wang, Lei Ying
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. CoRR (2023)
Jin Sha, Jiahao Hu, Honghao Wei
A Discrete Average Current Mode Control CCM Boost PFC Converter With Hybrid Pulse Train Modulation and Dual Edge Modulation. IEEE Trans. Ind. Electron. 70 (10) (2023)
Honghao Wei, Xin Liu, Weina Wang, Lei Ying
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. NeurIPS (2023)
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. AISTATS (2023)
Zihan Zhou, Honghao Wei, Lei Ying
Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs. CoRR (2023)
Hengquan Guo, Xin Liu, Honghao Wei, Lei Ying
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. NeurIPS (2022)
Xin Liu, Honghao Wei, Lei Ying
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. CoRR (2022)
Honghao Wei, Xin Liu, Lei Ying
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. AAAI (2022)
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
On low-complexity quickest intervention of mutated diffusion processes through local approximation. MobiHoc (2022)
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
On Low-Complexity Quickest Intervention of Mutated Diffusion Processes Through Local Approximation. CoRR (2022)
Honghao Wei, Xin Liu, Lei Ying
Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. AISTATS (2022)
Honghao Wei, Xin Liu, Lei Ying
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. CoRR (2021)
Honghao Wei, Lei Ying
FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning. CDC (2021)
Honghao Wei, Lei Ying
FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning. CoRR (2020)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. SIGMETRICS (Abstracts) (2019)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. Proc. ACM Meas. Anal. Comput. Syst. 3 (2) (2019)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. CoRR (2019)
Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma
Beyond the Words: Predicting User Personality from Heterogeneous Information. WSDM (2017)
Cheng-Kang Hsieh, Longqi Yang, Honghao Wei, Mor Naaman, Deborah Estrin
Immersive Recommendation: News and Event Recommendations Using Personal Digital Traces. WWW (2016)
Honghao Wei, Cheng-Kang Hsieh, Longqi Yang, Deborah Estrin
GroupLink: Group Event Recommendations Using Personal Digital Traces. CSCW Companion (2016)
Honghao Wei, Yang Yang, Huan Chen, Bin Xu, Jian Li, Miao Jiang, Aiping Lu
Predicting Health Care Risk with Big Data Drawn from Clinical Physiological Parameters. SMP (2014)