2025
|
|
FM-IRL: Flow-Matching for Reward Modeling and Policy Regularization in Reinforcement Learning
Zhenglin Wan*, Jingxuan Wu*, Xingrui Yu, Chubin Zhang, Mingcong Lei, Bo An, Ivor Tsang
arXiv preprint, 2025. Under review at ICLR 2026
Paper /
Code
|
|
OSCAR: Orthogonal Stochastic Control for Alignment-Respecting Diversity in Flow Matching
Jingxuan Wu*, Zhenglin Wan*, Xingrui Yu, Yuzhe Yang, Bo An, Ivor Tsang
arXiv preprint 2025
Training-free diversity enhancement for flow-based text-to-image models via orthogonal stochastic control
Paper /
Code
|
2024
|
|
LLM-Powered Predictive Decision-Making for Sustainable Data Center Operations
Hanzhao Wang*, Jingxuan Wu*, Yu Pan, Yumeng Li, Yansong Wang, Helang Liu, Fuqiang Wang, Guanting Chen
OpenReview, 2024
Paper
|
|
Flight Delay Propagation Modeling: Data, Methods, and Future Opportunities
Chi Li, Jianfeng Mao, Lingyi Li, Jingxuan Wu, Lianmin Zhang, Jianyu Zhu, Zibin Pan
Transportation Research Part E: Logistics and Transportation Review, 2024, 185: 103525
Survey of ~100 studies on airport delay propagation covering statistical, econometric, agent-based, machine learning, and queuing models.
DOI
|