Honghao Wei
Scholar

Honghao Wei

Google Scholar ID: 3nvACFcAAAAJ
Assistant Professor of EECS, Washington State University
Reinforcement LearningOptimizationSafe-RL
Citations & Impact
All-time
Citations
313
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • Multiple papers accepted by top-tier venues including NeurIPS, ICML, AAAI, MobiHoc, RLC, and IEEE Transactions
  • NeurIPS 2025: RePO – a method enforcing safety on every prompt via rectified policy gradients
  • ICML 2025: Reinforcement learning under anytime adversarial constraints
  • NeurIPS 2024: Two papers on offline Safe-RL addressing robust policy improvement and partial coverage
  • MobiHoc 2024: Optimistic joint flow control and link scheduling with unknown utility functions
  • NeurIPS 2023 Spotlight: Improving sample efficiency in mixed systems using augmented samples
  • IEEE Transactions on Intelligent Transportation Systems 2023: RL with prediction-based lookahead for ride-hailing repositioning
  • AAAI 2024 Oral: Safe RL with instantaneous constraints
  • Served as TPC member for INFOCOM 2024/2025 and MobiHoc 2025
  • Reviewer for conferences: ICLR, NeurIPS, ICML, AAAI, AISTATS, INFOCOM, ISIT, CDC, L4DC
  • Reviewer for journals: IEEE Trans. Inf. Theory, Netw, Control. Netw. Syst.