publications

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

2026

  1. ACL
    SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
    Harper Hua, Zhen Han, Zhengyuan Shen, and 9 more authors
    In ACL Main Conference, 2026
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  2. ICML
    DSGym: A Holistic Framework for Evaluating and Training Data Science Agents
    Fan Nie*, Junlin Wang*, Harper Hua*, and 6 more authors
    In ICML, 2026
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2025

  1. NeurIPS
    ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
    Tianyu Hua, Harper Hua, Violet Xiang, and 5 more authors
    In NeurIPS Dataset & Benchmark Track (Spotlight), 2025
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  2. ICLR
    TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
    Juntong Shi*, Minkai Xu*, Harper Hua*, and 3 more authors
    In ICLR, 2025
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  3. Nature Comm
    Categorization of 34 computational methods to detect spatially variable genes from spatially resolved transcriptomics data
    Guanao Yan, Shuo Harper Hua, and Jingyi Jessica Li
    Nature Communications, 2025
    DOI