Hengrui Zhang

Venues

Frequent coauthors

Papers

1. ScaleDoc: Scaling LLM-based Predicates over Large Document Collections
   SIGMOD 2026 · Hengrui Zhang
2. A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments
   SIGKDD 2025 ·

   Yuchen Ma

   DBLP profile ↗ORCID search ↗
3. DiffPuter: Empowering Diffusion Models for Missing Data Imputation
   ICLR 2025 · Hengrui Zhang
4. Enhancing Offline Safe Reinforcement Learning with Trajectory-Constrained Diffusion Planning
   AAMAS 2025 · Hengrui Zhang
5. PathwiseRAG: Multi-Dimensional Exploration and Integration Framework
   EMNLP 2025 · Hengrui Zhang
6. TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
   ACL 2025 ·

   Liancheng Fang

   DBLP profile ↗ORCID search ↗
7. TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
   ICLR 2025 ·

   Juntong Shi

   DBLP profile ↗ORCID search ↗
8. TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
   ICML 2025 · Hengrui Zhang
9. Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation
   AAAI 2024 · Hengrui Zhang
10. Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
    NeurIPS 2024 ·

    Dongxiao He

    DBLP profile ↗ORCID search ↗
11. InfoMLP: Unlocking the Potential of MLPs for Semi-Supervised Learning with Structured Data
    CIKM 2024 · Hengrui Zhang
12. Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
    NeurIPS 2024 ·

    Rohan Baskar Prabhakar

    DBLP profile ↗ORCID search ↗
13. Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
    ICLR 2024 · Hengrui Zhang
14. Revisit Orthogonality in Graph-Regularized MLPs
    CIKM 2024 · Hengrui Zhang