avatar

Haoyu Ma

Master Student
Tsinghua University
mhy2000614 (at) 163.com


About Me

I am currently a Master student (from fall, 2022) at Machine Learning Group (THUML), School of Software, Tsinghua University, advised by Prof. Mingsheng Long. Before that, I received my Bachelor’s degree in Software Engineering at Tsinghua University.

Research Interests

News

Publications

  1. ICML
    HarmonyDream: Task Harmonization Inside World Models
    Haoyu Ma*, Jialong Wu*, Ningya Feng, Chenjun Xiao, Dong Li, Jianye Hao, Jianmin Wang, Mingsheng Long#
    International Conference on Machine Learning (ICML), 2024.
    arXiv PDF Code Blog BibTex Poster Slides Talk

  2. NeurIPS
    Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning
    Jialong Wu*, Haoyu Ma*, Chaoyi Deng, Mingsheng Long#
    Conference on Neural Information Processing Systems (NeurIPS), 2023.
    arXiv PDF Code Blog BibTex Poster Slides

  3. SSI
    Scheduling Approach for Aircraft Assembly Pulsation Production Lines with Deep Reinforcement Learning and Knowledge Transfer
    Jincheng Zhong*, Haoyu Ma*, Jianmin Wang#, Mingsheng Long#
    SCIENTIA SINICA Informationis (中国科学：信息科学) (SSI), 2023.
    PDF BibTex

  4. ECML
    Bi-Tuning: Efficient Transfer from Pre-Trained Models
    Jincheng Zhong, Haoyu Ma, Ximei Wang, Zhi Kou, Mingsheng Long#
    European Conference on Machine Learning (ECML), 2023.
    PDF Code BibTex

    5. *Equal Contribution, #Corresponding Author

Honors and Awards

Academic Services

Teaching Assistant

Reviewer | PC Member


Powered by Jekyll and Minimal Light theme.