publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. arXiv
    Learning to Construct Practical Agentic Systems
    Aditya Kumar, Zhihan Lei, Jiarui Yan, and 5 more authors
    Under review, 2026
    Equal contribution: A. Kumar, Z. Lei, J. Yan
  2. NeurIPS
    TraceML: What Auto-Research Agents Miss in Long-Horizon ML Development
    Jiarui Yan, Weiwei Sun, Sijie Li, and 2 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), Track on Evaluations and Datasets, 2026
    Equal contribution: J. Yan, W. Sun. Also at the COLM 2026 Workshop on Agent Behavior (WAB)
    arXiv Code Website
  3. In prep
    HTML2Text: A Unified Model-Based Refiner for Pre-training Data
    Jiarui Yan, Zichun Yu, Shlok Sanghvi, and 1 more author
    Manuscript in preparation, 2026
    Equal contribution: J. Yan, Z. Yu
  4. Preprint
    Inducing Reasoning Primitives from Agent Traces
    Zhihan Lei, Jiarui Yan, Joshua Wisdom Momo, and 1 more author
    Under review, 2026