Predicting Health Care Risk with Big Data Drawn from Clinical Physiological Parameters. - Honghao Wei; Yang Yang 009; Huan Chen; Bin Xu; Jian Li; Miao Jiang 001; Aiping Lu (SMP, 2014)

GroupLink: Group Event Recommendations Using Personal Digital Traces. - Honghao Wei; Cheng-Kang Hsieh; Longqi Yang; Deborah Estrin (CSCW Companion, 2016)

Immersive Recommendation: News and Event Recommendations Using Personal Digital Traces. - Cheng-Kang Hsieh; Longqi Yang; Honghao Wei; Mor Naaman; Deborah Estrin (WWW, 2016)

Beyond the Words: Predicting User Personality from Heterogeneous Information. - Honghao Wei; Fuzheng Zhang; Nicholas Jing Yuan; Chuan Cao; Hao Fu; Xing Xie 001; Yong Rui; Wei-Ying Ma (WSDM, 2017)

QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. - Honghao Wei; Xiaohan Kang; Weina Wang 001; Lei Ying 001 (Proc. ACM Meas. Anal. Comput. Syst., 2019)

FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning. - Honghao Wei; Lei Ying 001 (CDC, 2021)

A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. - Honghao Wei; Xin Liu 049; Lei Ying 001 (CoRR, 2021)

A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. - Honghao Wei; Xin Liu 049; Lei Ying 001 (AAAI, 2022)

Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. - Honghao Wei; Xin Liu 049; Lei Ying 001 (AISTATS, 2022)

On low-complexity quickest intervention of mutated diffusion processes through local approximation. - Qining Zhang; Honghao Wei; Weina Wang 001; Lei Ying 001 (MobiHoc, 2022)

Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. - Hengquan Guo; Xin Liu 049; Honghao Wei; Lei Ying 001 (NeurIPS, 2022)

Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. - Xin Liu 049; Honghao Wei; Lei Ying 001 (CoRR, 2022)

Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. - Honghao Wei; Arnob Ghosh; Ness B. Shroff; Lei Ying 001; Xingyu Zhou 001 (AISTATS, 2023)

Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. - Honghao Wei; Xin Liu 049; Weina Wang 001; Lei Ying 001 (NeurIPS, 2023)

Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs. - Zihan Zhou; Honghao Wei; Lei Ying 001 (CoRR, 2023)

A Discrete Average Current Mode Control CCM Boost PFC Converter With Hybrid Pulse Train Modulation and Dual Edge Modulation. - Jin Sha; Jiahao Hu; Honghao Wei (IEEE Trans. Ind. Electron., 2023)

Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. - Honghao Wei; Xin Liu 049; Lei Ying 001 (AAAI, 2024)

Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions. - Xin Liu 049; Honghao Wei; Lei Ying 001 (MobiHoc, 2024)

Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning. - Honghao Wei; Xiyue Peng; Arnob Ghosh; Xin Liu (NeurIPS, 2024)

Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage. - Haobo Zhang; Xiyue Peng; Honghao Wei; Xin Liu (NeurIPS, 2024)

Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis. - Qining Zhang; Honghao Wei; Lei Ying 001 (RLJ, 2024)

Adversarially Trained Actor Critic for offline CMDPs. - Honghao Wei; Xiyue Peng; Xin Liu; Arnob Ghosh (CoRR, 2024)

Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization. - Xiyue Peng; Hengquan Guo; Jiawei Zhang; Dongqing Zou; Ziyu Shao; Honghao Wei; Xin Liu 049 (CoRR, 2024)

Marvel: Accelerating Safe Online Reinforcement Learning with Finetuned Offline Policy. - Keru Chen; Honghao Wei; Zhigang Deng 001; Sen Lin (CoRR, 2024)

A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems. - Honghao Wei; Zixian Yang; Xin Liu 049; Zhiwei (Tony) Qin; Xiaocheng Tang; Lei Ying 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Principle, Design, and Analysis of a Novel Discrete Pulse Control for Single-Phase Voltage Source Inverter. - Jin Sha; Honghao Wei; Jiahao Hu (IEEE Trans. Ind. Electron., 2024)

Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning. - Yassine Chemingui; Aryan Deshwal; Honghao Wei; Alan Fern; Jana Doppa (AAAI, 2025)

HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection. - Zijian Gu; Jianwei Ma; Yan Huang 018; Honghao Wei; Zhanye Chen; Hui Zhang 071; Wei Hong 002 (AAAI, 2025)

An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints. - Jiahui Zhu; Kihyun Yu; Dabeen Lee; Xin Liu; Honghao Wei (CoRR, 2025)

DATA: Domain-And-Time Alignment for High-Quality Feature Fusion in Collaborative Perception. - Chengchang Tian; Jianwei Ma; Yan Huang 018; Zhanye Chen; Honghao Wei; Hui Zhang 071; Wei Hong 002 (CoRR, 2025)