PPaperPicks

Chonghao Qiu

5 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICDM ×2SIGKDD ×1

Frequent coauthors

Yiqun Xie
×5
Xiaowei Jia
×5
Runlong Yu
×4
Robert Ladwig
×3
Paul C. Hanson
×3
Shiyuan Luo
×2
Yiming Sun
×1
Shuo Chen
×1
Shengyu Chen
×1
Licheng Liu
×1
Youmi Oh
×1
Sparkle L. Malone
×1

Papers

  1. GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction
    AAAI 2026 ·
    Shiyuan Luo
    , Chonghao Qiu,
    Runlong Yu
    ,
    Yiqun Xie
    ,
    Xiaowei Jia
  2. X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI
    SIGKDD 2026 ·
    Yiming Sun
    ,
    Shuo Chen
    ,
    Shengyu Chen
    , Chonghao Qiu,
    Licheng Liu
    ,
    Youmi Oh
    ,
    Sparkle L. Malone
    ,
    Gavin McNicol
    ,
    Qianlai Zhuang
    ,
    Chris Smith
    ,
    Yiqun Xie
    ,
    Xiaowei Jia
  3. Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework
    ICDM 2025 ·
    Shiyuan Luo
    ,
    Runlong Yu
    , Chonghao Qiu,
    Rahul Ghosh
    ,
    Robert Ladwig
    ,
    Paul C. Hanson
    ,
    Yiqun Xie
    ,
    Xiaowei Jia
  4. Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science
    AAAI 2025 ·
    Runlong Yu
    , Chonghao Qiu,
    Robert Ladwig
    ,
    Paul C. Hanson
    ,
    Yiqun Xie
    ,
    Xiaowei Jia
  5. Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations
    ICDM 2024 ·
    Runlong Yu
    , Chonghao Qiu,
    Robert Ladwig
    ,
    Paul C. Hanson
    ,
    Yiqun Xie
    ,
    Yanhua Li
    ,
    Xiaowei Jia