PPaperPicks

Wenbing Huang

Renmin University of China, Beijing, China

30 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2566-4159 ↗Homepage ↗

Venues

ICML ×9NeurIPS ×9ICLR ×5ACL ×2SIGKDD ×2AAAI ×1EMNLP ×1WWW ×1

Frequent coauthors

Yang Liu
×14
Rui Jiao
×9
Jiacheng Cen
×6
Xiangzhe Kong
×6
Yu Rong
×5
Tingyang Xu
×4
Deli Zhao
×4
Yang Zhang
×3
Zhewei Wei
×3
Anyi Li
×3
Songyou Li
×2
Yurou Liu
×2

Papers

  1. AbFlow: End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow Matching
    SIGKDD 2026 ·
    Wenda Wang
    ,
    Yang Zhang
    ,
    Zhewei Wei
    , Wenbing Huang
  2. Annotation-guided Protein Design with Multi-Level Domain Alignment
    SIGKDD 2025 ·
    Chaohao Yuan
    ,
    Songyou Li
    ,
    Geyan Ye
    ,
    Yikun Zhang
    ,
    Long-Kai Huang
    , Wenbing Huang,
    Wei Liu
    ,
    Jianhua Yao
    ,
    Yu Rong
  3. DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training
    ICLR 2025 ·
    Yurou Liu
    ,
    Jiahao Chen
    ,
    Rui Jiao
    ,
    Jiangmeng Li
    , Wenbing Huang,
    Bing Su
  4. Geometric Mixture Models for Electrolyte Conductivity Prediction
    NeurIPS 2025 ·
    Anyi Li
    ,
    Jiacheng Cen
    ,
    Songyou Li
    ,
    Mingze Li
    ,
    Yang Yu
    , Wenbing Huang
  5. HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning
    AAAI 2025 ·
    Rong Han
    , Wenbing Huang,
    Lingxiao Luo
    ,
    Xinyan Han
    ,
    Jiaming Shen
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Ting Chen
  6. Large Language-Geometry Model: When LLM meets Equivariance
    ICML 2025 ·
    Zongzhao Li
    ,
    Jiacheng Cen
    ,
    Bing Su
    ,
    Tingyang Xu
    ,
    Yu Rong
    ,
    Deli Zhao
    , Wenbing Huang
  7. Latent Retrieval Augmented Generation of Cross-Domain Protein Binders
    NeurIPS 2025 ·
    Zishen Zhang
    ,
    Xiangzhe Kong
    , Wenbing Huang,
    Yang Liu
  8. Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
    NeurIPS 2025 ·
    Xixian Liu
    ,
    Rui Jiao
    ,
    Zhiyuan Liu
    ,
    Yurou Liu
    ,
    Yang Liu
    ,
    Ziheng Lu
    , Wenbing Huang,
    Yang Zhang
    ,
    Yixin Cao
  9. MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
    NeurIPS 2025 ·
    Rui Jiao
    ,
    Hanlin Wu
    , Wenbing Huang,
    Yuxuan Song
    ,
    Yawen Ouyang
    ,
    Yu Rong
    ,
    Tingyang Xu
    ,
    Pengju Wang
    ,
    Hao Zhou
    ,
    Wei-Ying Ma
    ,
    Jingjing Liu
    ,
    Yang Liu
  10. ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
    EMNLP 2025 ·
    Yu Sun
    ,
    Xingyu Qian
    ,
    Weiwen Xu
    ,
    Hao Zhang
    ,
    Chenghao Xiao
    ,
    Long Li
    ,
    Deli Zhao
    , Wenbing Huang,
    Tingyang Xu
    ,
    Qifeng Bai
    ,
    Yu Rong
  11. Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries
    ICLR 2025 ·
    Zongzhao Li
    ,
    Jiacheng Cen
    , Wenbing Huang,
    Taifeng Wang
    ,
    Le Song
  12. StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7, 000+ Real-World APIs
    ACL 2025 ·
    Zhicheng Guo
    ,
    Sijie Cheng
    ,
    Yuchen Niu
    ,
    Hao Wang
    ,
    Sicheng Zhou
    , Wenbing Huang,
    Yang Liu
  13. Think Then React: Towards Unconstrained Action-to-Reaction Motion Generation
    ICLR 2025 ·
    Wenhui Tan
    ,
    Boyuan Li
    ,
    Chuhao Jin
    , Wenbing Huang,
    Xiting Wang
    ,
    Ruihua Song
  14. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
    ,
    Zhipeng Chen
    ,
    Jiapeng Wang
    ,
    Kun Zhou
    ,
    Yutao Zhu
    ,
    Jinhao Jiang
    ,
    Yingqian Min
    ,
    Xin Zhao
    ,
    Zhicheng Dou
    ,
    Jiaxin Mao
    ,
    Yankai Lin
    ,
    Ruihua Song
    ,
    Jun Xu
    ,
    Xu Chen
    ,
    Rui Yan
    ,
    Zhewei Wei
    ,
    Di Hu
    , Wenbing Huang,
    Ji-Rong Wen
  15. UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
    ICML 2025 ·
    Xiangzhe Kong
    ,
    Zishen Zhang
    ,
    Ziting Zhang
    ,
    Rui Jiao
    ,
    Jianzhu Ma
    , Wenbing Huang,
    Kai Liu
    ,
    Yang Liu
  16. UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
    ICML 2025 ·
    Ziyang Yu
    , Wenbing Huang,
    Yang Liu
  17. Universally Invariant Learning in Equivariant GNNs
    NeurIPS 2025 ·
    Jiacheng Cen
    ,
    Anyi Li
    ,
    Ning Lin
    ,
    Tingyang Xu
    ,
    Yu Rong
    ,
    Deli Zhao
    ,
    Zihe Wang
    , Wenbing Huang
  18. Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
    ICML 2025 ·
    Dapeng Jiang
    ,
    Xiangzhe Kong
    ,
    Jiaqi Han
    ,
    Mingyu Li
    ,
    Rui Jiao
    , Wenbing Huang,
    Stefano Ermon
    ,
    Jianzhu Ma
    ,
    Yang Liu
  19. 3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
    NeurIPS 2024 ·
    Rui Jiao
    ,
    Xiangzhe Kong
    , Wenbing Huang,
    Yang Liu
  20. Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks?
    NeurIPS 2024 ·
    Jiacheng Cen
    ,
    Anyi Li
    ,
    Ning Lin
    ,
    Yuxiang Ren
    ,
    Zihe Wang
    , Wenbing Huang
  21. EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
    ICML 2024 ·
    Yang Zhang
    ,
    Zhewei Wei
    ,
    Ye Yuan
    ,
    Chongxuan Li
    , Wenbing Huang
  22. Equivariant Diffusion for Crystal Structure Prediction
    ICML 2024 ·
    Peijia Lin
    ,
    Pin Chen
    ,
    Rui Jiao
    ,
    Qing Mo
    ,
    Jianhuan Cen
    , Wenbing Huang,
    Yang Liu
    ,
    Dan Huang
    ,
    Yutong Lu
  23. Full-Atom Peptide Design with Geometric Latent Diffusion
    NeurIPS 2024 ·
    Xiangzhe Kong
    ,
    Yinjun Jia
    , Wenbing Huang,
    Yang Liu
  24. Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
    ICML 2024 ·
    Xiangzhe Kong
    , Wenbing Huang,
    Yang Liu
  25. Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning
    ICML 2024 ·
    Yuelin Zhang
    ,
    Jiacheng Cen
    ,
    Jiaqi Han
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    , Wenbing Huang
  26. Learning Superconductivity from Ordered and Disordered Material Structures
    NeurIPS 2024 ·
    Pin Chen
    ,
    Luoxuan Peng
    ,
    Rui Jiao
    ,
    Qing Mo
    ,
    Zhen Wang
    , Wenbing Huang,
    Yang Liu
    ,
    Yutong Lu
  27. Macro Graph Neural Networks for Online Billion-Scale Recommender Systems
    WWW 2024 ·
    Hao Chen
    ,
    Yuanchen Bei
    ,
    Qijie Shen
    ,
    Yue Xu
    ,
    Sheng Zhou
    , Wenbing Huang,
    Feiran Huang
    ,
    Senzhang Wang
    ,
    Xiao Huang
  28. Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
    ICLR 2024 ·
    Ziyang Yu
    , Wenbing Huang,
    Yang Liu
  29. Space Group Constrained Crystal Generation
    ICLR 2024 ·
    Rui Jiao
    , Wenbing Huang,
    Yu Liu
    ,
    Deli Zhao
    ,
    Yang Liu
  30. Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments
    ICML 2024 ·
    Runfa Chen
    ,
    Ling Wang
    ,
    Yu Du
    ,
    Tianrui Xue
    ,
    Fuchun Sun
    ,
    Jianwei Zhang
    , Wenbing Huang