publications

A list of my publications.

2026

  1. 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, 2026

2025

  1. mr_overview_v2.png
    Do Math Reasoning LLMs Help Predict the Impact of Public Transit Events?
    Bowen Fang, Ruijian Zha, and Xuan Di
    Under review at Transportation Research Part C (Special Issue: Foundation Models and Large Language Models in Urban Mobility), 2025
    arXiv preprint
    PDF
  2. algo_efficient.png
    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, 2025
    PDF
  3. flow_appendix.png
    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), 2025
    PDF
  4. travellm_multi_routes.png
    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), 2025
    PDF

2024

  1. nts_b.png
    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, 2024
    PDF Code

2023

  1. Comparative Graph Analysis on Ethereum:‘The Merge’and Gas Price Prediction
    Bowen Fang, Yunjie Qian, and William Gu
    2023