publications

A list of my publications.

2025

  1. 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

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
  2. 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
    arXiv preprint arXiv:2404.11458, 2024
    PDF
  3. 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
    arXiv preprint arXiv:2407.14926, 2024
    PDF

2023

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