Honghao Wei

44 papers A* 11A 3B 2Journal 24Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Safe Reinforcement Learning for Trustworthy AI: Theory, Algorithms, and Applications.
AAAI
Honghao Wei
2026 J jnl
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems.
IEEE Trans. Netw.
Xin Liu, Honghao Wei, Lei Ying
2026 J jnl
Towards Fast Safe Online Reinforcement Learning via Policy Finetuning.
Trans. Mach. Learn. Res.
Keru Chen, Honghao Wei, Zhigang Deng, Sen Lin
2025 A* conf
An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints.
ICML
Jiahui Zhu, Kihyun Yu, Dabeen Lee, Xin Liu, Honghao Wei
2025 J jnl
An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints.
CoRR
Jiahui Zhu, Kihyun Yu, Dabeen Lee, Xin Liu, Honghao Wei
2025 A* conf
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning.
AAAI
Yassine Chemingui, Aryan Deshwal, Honghao Wei, Alan Fern, Jana Doppa
2025 J jnl
DATA: Domain-And-Time Alignment for High-Quality Feature Fusion in Collaborative Perception.
CoRR
Chengchang Tian, Jianwei Ma, Yan Huang, Zhanye Chen, Honghao Wei, Hui Zhang, Wei Hong
2025 A* conf
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection.
AAAI
Zijian Gu, Jianwei Ma, Yan Huang, Honghao Wei, Zhanye Chen, Hui Zhang, Wei Hong
2024 J jnl
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems.
IEEE Trans. Intell. Transp. Syst.
Honghao Wei, Zixian Yang, Xin Liu, Zhiwei (Tony) Qin, Xiaocheng Tang, Lei Ying
2024 J jnl
Adversarially Trained Actor Critic for offline CMDPs.
CoRR
Honghao Wei, Xiyue Peng, Xin Liu, Arnob Ghosh
2024 A* conf
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning.
NeurIPS
Honghao Wei, Xiyue Peng, Arnob Ghosh, Xin Liu
2024 J jnl
Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning.
CoRR
Yassine Chemingui, Aryan Deshwal, Honghao Wei, Alan Fern, Janardhan Rao Doppa
2024 J jnl
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization.
CoRR
Xiyue Peng, Hengquan Guo, Jiawei Zhang, Dongqing Zou, Ziyu Shao, Honghao Wei, Xin Liu
2024 J jnl
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection.
CoRR
Zijian Gu, Jianwei Ma, Yan Huang, Honghao Wei, Zhanye Chen, Hui Zhang, Wei Hong
2024 J jnl
Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy.
CoRR
Keru Chen, Honghao Wei, Zhigang Deng, Sen Lin
2024 B conf
Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions.
MobiHoc
Xin Liu, Honghao Wei, Lei Ying
2024 J jnl
Principle, Design, and Analysis of a Novel Discrete Pulse Control for Single-Phase Voltage Source Inverter.
IEEE Trans. Ind. Electron.
Jin Sha, Honghao Wei, Jiahao Hu
2024 J jnl
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis.
RLJ
Qining Zhang, Honghao Wei, Lei Ying
2024 J jnl
Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis.
CoRR
Qining Zhang, Honghao Wei, Lei Ying
2024 A* conf
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration.
AAAI
Honghao Wei, Xin Liu, Lei Ying
2024 A* conf
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage.
NeurIPS
Haobo Zhang, Xiyue Peng, Honghao Wei, Xin Liu
2023 J jnl
A Discrete Average Current Mode Control CCM Boost PFC Converter With Hybrid Pulse Train Modulation and Dual Edge Modulation.
IEEE Trans. Ind. Electron.
Jin Sha, Jiahao Hu, Honghao Wei
2023 J jnl
Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs.
CoRR
Zihan Zhou, Honghao Wei, Lei Ying
2023 A conf
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs.
AISTATS
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
2023 J jnl
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs.
CoRR
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
2023 J jnl
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration.
CoRR
Honghao Wei, Xin Liu, Lei Ying
2023 A* conf
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks.
NeurIPS
Honghao Wei, Xin Liu, Weina Wang, Lei Ying
2023 J jnl
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks.
CoRR
Honghao Wei, Xin Liu, Weina Wang, Lei Ying
2022 A* conf
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes.
AAAI
Honghao Wei, Xin Liu, Lei Ying
2022 J jnl
On Low-Complexity Quickest Intervention of Mutated Diffusion Processes Through Local Approximation.
CoRR
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
2022 B conf
On low-complexity quickest intervention of mutated diffusion processes through local approximation.
MobiHoc
Qining Zhang, Honghao Wei, Weina Wang, Lei Ying
2022 A* conf
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond.
NeurIPS
Hengquan Guo, Xin Liu, Honghao Wei, Lei Ying
2022 J jnl
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems.
CoRR
Xin Liu, Honghao Wei, Lei Ying
2022 A conf
Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation.
AISTATS
Honghao Wei, Xin Liu, Lei Ying
2021 J jnl
A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes.
CoRR
Honghao Wei, Xin Liu, Lei Ying
2021 — conf
FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning.
CDC
Honghao Wei, Lei Ying
2020 J jnl
FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning.
CoRR
Honghao Wei, Lei Ying
2019 — conf
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection.
SIGMETRICS (Abstracts)
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
2019 J jnl
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection.
CoRR
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
2019 J jnl
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection.
Proc. ACM Meas. Anal. Comput. Syst.
Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying
2017 A conf
Beyond the Words: Predicting User Personality from Heterogeneous Information.
WSDM
Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma
2016 — conf
GroupLink: Group Event Recommendations Using Personal Digital Traces.
CSCW Companion
Honghao Wei, Cheng-Kang Hsieh, Longqi Yang, Deborah Estrin
2016 A* conf
Immersive Recommendation: News and Event Recommendations Using Personal Digital Traces.
WWW
Cheng-Kang Hsieh, Longqi Yang, Honghao Wei, Mor Naaman, Deborah Estrin
2014 — conf
Predicting Health Care Risk with Big Data Drawn from Clinical Physiological Parameters.
SMP
Honghao Wei, Yang Yang, Huan Chen, Bin Xu, Jian Li, Miao Jiang, Aiping Lu