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Zhewei Wei

33 papers at tracked venues · 28 at CORE A* · active 2024–2026

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Venues

SIGKDD ×5ACL ×4VLDB ×4ICLR ×3ICML ×3NeurIPS ×3CIKM ×2SIGMOD ×2WWW ×2AAAI ×1DIS ×1EMNLP ×1IJCAI ×1SIGIR ×1

Frequent coauthors

Runlin Lei
×6
Yuhang Ye
×5
Bolin Ding
×5
Wenbing Huang
×3
Dongxie Wen
×3
Jiajun Li
×3
Jiarui Ji
×3
Zhen Wang
×3
Lu Yi
×3
Yanping Zheng
×3
Xu Chen
×3
Yankai Lin
×3

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. AeroSketch: Near-Optimal Time Matrix Sketch Framework for Persistent, Sliding Window, and Distributed Streams
    SIGMOD 2026 ·
    Hanyan Yin
    ,
    Dongxie Wen
    ,
    Jiajun Li
    , Zhewei Wei,
    Xiao Zhang
    ,
    Peng Zhao
    ,
    Zhi-Hua Zhou
  3. GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation
    ACL 2026 ·
    Jiarui Ji
    ,
    Zehua Zhang
    , Zhewei Wei,
    Bin Tong
    ,
    Guan Wang
    ,
    Bo Zheng
  4. MotifAgent: Learning Molecular Assembly through Multi-Agent Collaboration for Chemical Language Understanding
    ACL 2026 ·
    Jinjia Feng
    ,
    Wenda Wang
    , Zhewei Wei
  5. Personal 3D Printing without Visual Dependency in the Generative AI Era: Opportunities and Challenges
    DIS 2026 ·
    Zhaohan (Chester) Pan
    ,
    Dangqing Liu
    ,
    Chaojie Lin
    ,
    Haoxuan (Olivia) Shen
    , Zhewei Wei,
    Bolin Zhang
    ,
    Zhuojian Jiang
    ,
    Guangrong Shen
    ,
    Shuyi Tang
  6. Advancing Retrosynthesis with Retrieval-Augmented Graph Generation
    AAAI 2025 ·
    Anjie Qiao
    ,
    Zhen Wang
    ,
    Jiahua Rao
    ,
    Yuedong Yang
    , Zhewei Wei
  7. Dimension-Free Adaptive Subgradient Methods with Frequent Directions
    ICML 2025 ·
    Sifan Yang
    ,
    Yuanyu Wan
    ,
    Peijia Li
    ,
    Yibo Wang
    ,
    Xiao Zhang
    , Zhewei Wei,
    Lijun Zhang
  8. Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
    SIGIR 2025 ·
    Yunjia Xi
    ,
    Hangyu Wang
    ,
    Bo Chen
    ,
    Jianghao Lin
    ,
    Menghui Zhu
    ,
    Weiwen Liu
    ,
    Ruiming Tang
    , Zhewei Wei,
    Weinan Zhang
    ,
    Yong Yu
  9. Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition
    IJCAI 2025 ·
    Dongxie Wen
    ,
    Xiao Zhang
    , Zhewei Wei,
    Chenping Hou
    ,
    Shuai Li
    ,
    Weinan Zhang
  10. Future Link Prediction Without Memory or Aggregation
    NeurIPS 2025 ·
    Lu Yi
    ,
    Runlin Lei
    ,
    Fengran Mo
    ,
    Yanping Zheng
    , Zhewei Wei,
    Yuhang Ye
  11. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    ACL 2025 ·
    Jiarui Ji
    ,
    Runlin Lei
    ,
    Jialing Bi
    , Zhewei Wei,
    Xu Chen
    ,
    Yankai Lin
    ,
    Xuchen Pan
    ,
    Yaliang Li
    ,
    Bolin Ding
  12. Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification
    SIGKDD 2025 ·
    Haipeng Ding
    , Zhewei Wei,
    Yuhang Ye
  13. Lighter-X: An Efficient and Plug-and-play Strategy for Graph-based Recommendation through Decoupled Propagation
    VLDB 2025 ·
    Yanping Zheng
    , Zhewei Wei,
    Frank De Hoo
    ,
    Xu Chen
    ,
    Hongteng Xu
    ,
    Yuhang Ye
    ,
    Jiadeng Huang
  14. Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method
    SIGKDD 2025 ·
    Guanyu Cui
    ,
    Hanzhi Wang
    , Zhewei Wei
  15. NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism
    VLDB 2025 ·
    Zhenbo Fu
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Shizhan Lu
    ,
    Chaoyi Chen
    ,
    Chunyu Cao
    ,
    Hao Yuan
    , Zhewei Wei,
    Yu Gu
    ,
    Yingyou Wen
    ,
    Ge Yu
  16. Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived
    ICML 2025 ·
    Yuhe Guo
    ,
    Huayi Tang
    ,
    Jiahong Ma
    ,
    Hongteng Xu
    , Zhewei Wei
  17. Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier
    ICLR 2025 ·
    Lu Yi
    , Zhewei Wei
  18. TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics
    ICLR 2025 ·
    Lu Yi
    ,
    Jie Peng
    ,
    Yanping Zheng
    ,
    Fengran Mo
    , Zhewei Wei,
    Yuhang Ye
    ,
    Yue Zixuan
    ,
    Zengfeng Huang
  19. TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer
    SIGKDD 2025 ·
    Jie Peng
    , Zhewei Wei,
    Yuhang Ye
  20. 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
  21. Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks
    CIKM 2024 ·
    Jie Peng
    ,
    Runlin Lei
    , Zhewei Wei
  22. 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
  23. Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs
    WWW 2024 ·
    Zhen Wang
    ,
    Yaliang Li
    ,
    Bolin Ding
    ,
    Yule Li
    , Zhewei Wei
  24. Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning
    CIKM 2024 ·
    Jinjia Feng
    ,
    Zhen Wang
    , Zhewei Wei,
    Yaliang Li
    ,
    Bolin Ding
    ,
    Hongteng Xu
  25. Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
    NeurIPS 2024 ·
    Runlin Lei
    ,
    Yuwei Hu
    ,
    Yuchen Ren
    , Zhewei Wei
  26. Learning-based Property Estimation with Polynomials
    SIGMOD 2024 ·
    Jiajun Li
    ,
    Runlin Lei
    ,
    Sibo Wang
    , Zhewei Wei,
    Bolin Ding
  27. Optimal Matrix Sketching over Sliding Windows
    VLDB 2024 ·
    Hanyan Yin
    ,
    Dongxie Wen
    ,
    Jiajun Li
    , Zhewei Wei,
    Xiao Zhang
    ,
    Zengfeng Huang
    ,
    Feifei Li
  28. PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
    VLDB 2024 ·
    Tianjing Zeng
    ,
    Junwei Lan
    ,
    Jiahong Ma
    ,
    Wenqing Wei
    ,
    Rong Zhu
    ,
    Pengfei Li
    ,
    Bolin Ding
    ,
    Defu Lian
    , Zhewei Wei,
    Jingren Zhou
  29. PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer
    SIGKDD 2024 ·
    Jiahong Ma
    ,
    Mingguo He
    , Zhewei Wei
  30. PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters
    ICLR 2024 ·
    Jingyu Chen
    ,
    Runlin Lei
    , Zhewei Wei
  31. S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
    NeurIPS 2024 ·
    Gengmo Zhou
    ,
    Zhen Wang
    ,
    Feng Yu
    ,
    Guolin Ke
    , Zhewei Wei,
    Zhifeng Gao
  32. SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
    EMNLP 2024 ·
    Jiarui Ji
    ,
    Yang Li
    ,
    Hongtao Liu
    ,
    Zhicheng Du
    , Zhewei Wei,
    Qi Qi
    ,
    Weiran Shen
    ,
    Yankai Lin
  33. Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials
    WWW 2024 ·
    Mingguo He
    , Zhewei Wei,
    Shikun Feng
    ,
    Zhengjie Huang
    ,
    Weibin Li
    ,
    Yu Sun
    ,
    Dianhai Yu