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Qitian Wu

14 papers at tracked venues · 13 at CORE A* · active 2024–2025

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Venues

ICML ×6ICLR ×3WWW ×2AAAI ×1CIKM ×1SIGKDD ×1

Frequent coauthors

Junchi Yan
×8
Chenxiao Yang
×6
Hengrui Zhang
×3
Philip S. Yu
×3
Liancheng Fang
×2
Yiting Chen
×2
Wujiang Xu
×2
Tianyi Bao
×2
Fan Nie
×2
Yang Li
×1
Jiale Ma
×1
Yebin Yang
×1

Papers

  1. DiffPuter: Empowering Diffusion Models for Missing Data Imputation
    ICLR 2025 ·
    Hengrui Zhang
    ,
    Liancheng Fang
    , Qitian Wu,
    Philip S. Yu
  2. Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning
    ICML 2025 ·
    Yang Li
    ,
    Jiale Ma
    ,
    Yebin Yang
    , Qitian Wu,
    Hongyuan Zha
    ,
    Junchi Yan
  3. Regularizing Energy among Training Samples for Out-of-Distribution Generalization
    ICLR 2025 ·
    Yiting Chen
    , Qitian Wu,
    Junchi Yan
  4. SLMRec: Distilling Large Language Models into Small for Sequential Recommendation
    ICLR 2025 ·
    Wujiang Xu
    , Qitian Wu,
    Zujie Liang
    ,
    Jiaojiao Han
    ,
    Xuying Ning
    ,
    Yunxiao Shi
    ,
    Wenfang Lin
    ,
    Yongfeng Zhang
  5. Supercharging Graph Transformers with Advective Diffusion
    ICML 2025 · Qitian Wu,
    Chenxiao Yang
    ,
    Kaipeng Zeng
    ,
    Michael M. Bronstein
  6. TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
    ICML 2025 ·
    Hengrui Zhang
    ,
    Liancheng Fang
    , Qitian Wu,
    Philip S. Yu
  7. GeoMix: Towards Geometry-Aware Data Augmentation
    SIGKDD 2024 ·
    Wentao Zhao
    , Qitian Wu,
    Chenxiao Yang
    ,
    Junchi Yan
  8. Graph Out-of-Distribution Detection Goes Neighborhood Shaping
    ICML 2024 ·
    Tianyi Bao
    , Qitian Wu,
    Zetian Jiang
    ,
    Yiting Chen
    ,
    Jiawei Sun
    ,
    Junchi Yan
  9. Graph Out-of-Distribution Generalization via Causal Intervention
    WWW 2024 · Qitian Wu,
    Fan Nie
    ,
    Chenxiao Yang
    ,
    Tianyi Bao
    ,
    Junchi Yan
  10. How Graph Neural Networks Learn: Lessons from Training Dynamics
    ICML 2024 ·
    Chenxiao Yang
    , Qitian Wu,
    David Wipf
    ,
    Ruoyu Sun
    ,
    Junchi Yan
  11. InfoMLP: Unlocking the Potential of MLPs for Semi-Supervised Learning with Structured Data
    CIKM 2024 ·
    Hengrui Zhang
    , Qitian Wu,
    Chenxiao Yang
    ,
    Philip S. Yu
  12. Learning Divergence Fields for Shift-Robust Graph Representations
    ICML 2024 · Qitian Wu,
    Fan Nie
    ,
    Chenxiao Yang
    ,
    Junchi Yan
  13. Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions
    WWW 2024 ·
    Wujiang Xu
    , Qitian Wu,
    Runzhong Wang
    ,
    Mingming Ha
    ,
    Qiongxu Ma
    ,
    Linxun Chen
    ,
    Bing Han
    ,
    Junchi Yan
  14. TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement
    AAAI 2024 ·
    Yang Fan
    ,
    Xiangping Wu
    ,
    Qingcai Chen
    ,
    Heng Li
    ,
    Yan Huang
    ,
    Zhixiang Cai
    , Qitian Wu