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Hengrui Zhang

14 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ICLR ×3CIKM ×2NeurIPS ×2AAAI ×1AAMAS ×1ACL ×1EMNLP ×1ICML ×1SIGKDD ×1SIGMOD ×1

Frequent coauthors

Philip S. Yu
×5
Liancheng Fang
×3
Qitian Wu
×3
Youfang Lin
×2
Shuo Shen
×2
Sheng Han
×2
Kai Lv
×2
Jiani Zhang
×2
Xiao Qin
×2
Christos Faloutsos
×2
George Karypis
×2
Yulong Hui
×1

Papers

  1. ScaleDoc: Scaling LLM-based Predicates over Large Document Collections
    SIGMOD 2026 · Hengrui Zhang,
    Yulong Hui
    ,
    Yihao Liu
    ,
    Huanchen Zhang
  2. A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments
    SIGKDD 2025 ·
    Yuchen Ma
    ,
    Jonas Schweisthal
    , Hengrui Zhang,
    Stefan Feuerriegel
  3. DiffPuter: Empowering Diffusion Models for Missing Data Imputation
    ICLR 2025 · Hengrui Zhang,
    Liancheng Fang
    ,
    Qitian Wu
    ,
    Philip S. Yu
  4. Enhancing Offline Safe Reinforcement Learning with Trajectory-Constrained Diffusion Planning
    AAMAS 2025 · Hengrui Zhang,
    Youfang Lin
    ,
    Shuo Shen
    ,
    Hanfeng Lin
    ,
    Peng Cheng
    ,
    Sheng Han
    ,
    Kai Lv
  5. PathwiseRAG: Multi-Dimensional Exploration and Integration Framework
    EMNLP 2025 · Hengrui Zhang,
    Pin-Siang Huang
    ,
    Zhen Zhang
    ,
    Peican Lin
    ,
    Yao-Ching Yu
    ,
    Bo Hu
    ,
    Yulu Du
  6. TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
    ACL 2025 ·
    Liancheng Fang
    ,
    Aiwei Liu
    , Hengrui Zhang,
    Henry Peng Zou
    ,
    Weizhi Zhang
    ,
    Philip S. Yu
  7. TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
    ICLR 2025 ·
    Juntong Shi
    ,
    Minkai Xu
    ,
    Harper Hua
    , Hengrui Zhang,
    Stefano Ermon
    ,
    Jure Leskovec
  8. TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
    ICML 2025 · Hengrui Zhang,
    Liancheng Fang
    ,
    Qitian Wu
    ,
    Philip S. Yu
  9. Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation
    AAAI 2024 · Hengrui Zhang,
    Youfang Lin
    ,
    Shuo Shen
    ,
    Sheng Han
    ,
    Kai Lv
  10. Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
    NeurIPS 2024 ·
    Dongxiao He
    ,
    Lianze Shan
    ,
    Jitao Zhao
    , Hengrui Zhang,
    Zhen Wang
    ,
    Weixiong Zhang
  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. Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
    NeurIPS 2024 ·
    Rohan Baskar Prabhakar
    , Hengrui Zhang,
    David Wentzlaff
  13. Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
    ICLR 2024 · Hengrui Zhang,
    Jiani Zhang
    ,
    Zhengyuan Shen
    ,
    Balasubramaniam Srinivasan
    ,
    Xiao Qin
    ,
    Christos Faloutsos
    ,
    Huzefa Rangwala
    ,
    George Karypis
  14. Revisit Orthogonality in Graph-Regularized MLPs
    CIKM 2024 · Hengrui Zhang,
    Shen Wang
    ,
    Vassilis N. Ioannidis
    ,
    Soji Adeshina
    ,
    Jiani Zhang
    ,
    Xiao Qin
    ,
    Christos Faloutsos
    ,
    Da Zheng
    ,
    George Karypis
    ,
    Philip S. Yu