Minghao Li

Algorithm Engineer, Doubao Team, ByteDance
Email: liminghao.bd@bytedance.com
  • Google Scholar
  • Semantic Scholar
    • Research Interests
    • Deep Research
    • LLMs Agent
    • Reinforcement Learning
    Biography

    I am an Algorithm Engineer of Doubao Team, ByteDance. I am primarily responsible for the alignment of the Doubao series models during the post-training phase. I received the Ph.D. degree in the School of Computer Science and Engineering at Beihang University in 2024, under the supervision of Prof. Zhoujun Li. I received the B.S. degree in the School of Computer Science and Engineering at Beihang University in 2019.

    Publications
    API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
    Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li
    EMNLP 2023
    [Project Page] [Paper]
    TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
    Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei
    AAAI 2023
    [Project Page] [Paper]
    DocBank: A Benchmark Dataset for Document Layout Analysis
    Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
    International Conference on Computational Linguistics (COLING) 2020
    [Project Page] [Paper]
    LayoutLM: Pre-training of Text and Layout for Document Image Understanding
    Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
    Knowledge Discovery and Data Mining (KDD) 2020
    [Project Page] [Paper]
    Table Benchmark for Image-based Table Detection and Recognition
    Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
    Language Resources and Evaluation Conference (LREC) 2020
    [Project Page] [Paper]
    Education
    Beihang University
    Ph.D. Student in Computer Science
    Beijing, China
    Beihang University
    B.E. in Computer Science
    Beijing, China
    Experience
    Doubao Team, ByteDance
    Algorithm Engineer | Post-Training Group
    Beijing, China
    Alibaba DAMO Academy
    Research Intern | Conversational AI
    Advisors: Haiyang Yu & Bowen Yu
    Beijing, China
    Microsoft Research Asia
    Research Intern | NLC Group
    Advisors: Dr. Lei Cui
    Beijing, China