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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

Jiarui Ji
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Lu Yi
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Hanyan Yin
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Jinjia Feng
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Jie Peng
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Wenda Wang
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Zhaohan (Chester) Pan
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Anjie Qiao
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Sifan Yang
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Yunjia Xi
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Dongxie Wen
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Haipeng Ding
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Papers

  1. AbFlow: End-to-end Paratope-Centric Antibody Design by Interaction Enhanced Flow Matching
    SIGKDD 2026 ·
    Wenda Wang
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  2. AeroSketch: Near-Optimal Time Matrix Sketch Framework for Persistent, Sliding Window, and Distributed Streams
    SIGMOD 2026 ·
    Hanyan Yin
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  3. GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation
    ACL 2026 ·
    Jiarui Ji
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  4. MotifAgent: Learning Molecular Assembly through Multi-Agent Collaboration for Chemical Language Understanding
    ACL 2026 ·
    Jinjia Feng
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  5. Personal 3D Printing without Visual Dependency in the Generative AI Era: Opportunities and Challenges
    DIS 2026 ·
    Zhaohan (Chester) Pan
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  6. Advancing Retrosynthesis with Retrieval-Augmented Graph Generation
    AAAI 2025 ·
    Anjie Qiao
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  7. Dimension-Free Adaptive Subgradient Methods with Frequent Directions
    ICML 2025 ·
    Sifan Yang
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  8. Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
    SIGIR 2025 ·
    Yunjia Xi
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  9. Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition
    IJCAI 2025 ·
    Dongxie Wen
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  10. Future Link Prediction Without Memory or Aggregation
    NeurIPS 2025 ·
    Lu Yi
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  11. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    ACL 2025 ·
    Jiarui Ji
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  12. Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification
    SIGKDD 2025 ·
    Haipeng Ding
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  13. Lighter-X: An Efficient and Plug-and-play Strategy for Graph-based Recommendation through Decoupled Propagation
    VLDB 2025 ·
    Yanping Zheng
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  14. Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method
    SIGKDD 2025 ·
    Guanyu Cui
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  15. NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism
    VLDB 2025 ·
    Zhenbo Fu
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  16. Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived
    ICML 2025 ·
    Yuhe Guo
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  17. Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier
    ICLR 2025 ·
    Lu Yi
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  18. TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics
    ICLR 2025 ·
    Lu Yi
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  19. TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer
    SIGKDD 2025 ·
    Jie Peng
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  20. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
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  21. Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks
    CIKM 2024 ·
    Jie Peng
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  22. EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
    ICML 2024 ·
    Yang Zhang
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  23. Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs
    WWW 2024 ·
    Zhen Wang
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  24. Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning
    CIKM 2024 ·
    Jinjia Feng
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  25. Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
    NeurIPS 2024 ·
    Runlin Lei
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  26. Learning-based Property Estimation with Polynomials
    SIGMOD 2024 ·
    Jiajun Li
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  27. Optimal Matrix Sketching over Sliding Windows
    VLDB 2024 ·
    Hanyan Yin
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  28. PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
    VLDB 2024 ·
    Tianjing Zeng
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  29. PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer
    SIGKDD 2024 ·
    Jiahong Ma
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  30. PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters
    ICLR 2024 ·
    Jingyu Chen
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  31. S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
    NeurIPS 2024 ·
    Gengmo Zhou
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  32. SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
    EMNLP 2024 ·
    Jiarui Ji
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  33. Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials
    WWW 2024 ·
    Mingguo He
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