publications

2026

1. D²-OPD: Separating Direction and Distance in Extrapolative On-Policy Distillation

   Bowen Fang, Dingmin Wang, and Hengzhi Pei

   arXiv preprint arXiv:2611.07241, Nov 2026

   arXiv Bib PDF

   @article{fang2026extrapolative,
     title = {{D²-OPD}: Separating Direction and Distance in Extrapolative On-Policy Distillation},
     author = {Fang, Bowen and Wang, Dingmin and Pei, Hengzhi},
     journal = {arXiv preprint arXiv:2611.07241},
     year = {2026},
     month = nov,
   }

2. Decaying Budget Forcing: A Simple and Effective Reinforcement Learning Approach for Balancing Accuracy and Capacity in Mathematical Reasoning

   Bowen Fang, Hengzhi Pei, and Leonard Lausen

   In submission, Nov 2026
3. Survey of Reasoning-Based Autonomous Driving in Mixed Traffic: An Offline–Online Two-Loop Perspective

   Bowen Fang and Xuan Di

   Manuscript, Nov 2026

   HTML PDF

2025

1. 

   Do Math Reasoning LLMs Help Predict the Impact of Public Transit Events?

   Bowen Fang, Ruijian Zha, and Xuan Di

   Transportation Research Part C: Emerging Technologies (Special Issue: Foundation Models and Large Language Models in Urban Mobility), Nov 2025

   PDF

2. 

   Efficient Consistency Model Training for Policy Distillation in Reinforcement Learning

   Bowen Fang and Xuan Di

   In ICLR 2025 Workshop on Deep Generative Model in Machine Learning: Theory, Principle and Efficacy, Nov 2025

   PDF

3. 

   Learn to Tour: Operator Design for Solution Feasibility Mapping in Pickup-and-delivery Traveling Salesman Problem

   Bowen Fang, Xu Chen, and Xuan Di

   In Proceedings of the IEEE Intelligent Transportation Systems Conference (ITSC), Nov 2025

   PDF

4. 

   TraveLLM: Could you plan my new public transit route in face of a network disruption?

   Bowen Fang, Zixiao Yang, Shukai Wang, and 1 more author

   In Proceedings of the IEEE Intelligent Transportation Systems Conference (ITSC), Nov 2025

   PDF

2024

1. 

   SLAMuZero: Plan and learn to Map for Joint SLAM and Navigation

   Bowen Fang, Xu Chen, Zhengkun Pan, and 1 more author

   In Proceedings of the International Conference on Automated Planning and Scheduling, Nov 2024

   PDF Code

2023

1. Comparative Graph Analysis on Ethereum:‘The Merge’and Gas Price Prediction

   Bowen Fang, Yunjie Qian, and William Gu

   Nov 2023