Guibin Zhang

Venues

Frequent coauthors

Papers

1. AgentAsk: Multi-Agent Systems Need to Ask
   ACL 2026 ·

   Bohan Lin

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2. DAWN: Distributed LLM Multi-Agent Workflow Synthesis
   AAAI 2026 ·

   Guancheng Wan

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3. EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
   ACL 2026 · Guibin Zhang
4. SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
   AAAI 2026 ·

   Ruijia Zhang

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5. Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
   ACL 2026 ·

   Zelin Tan

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6. AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents
   NeurIPS 2025 ·

   Hanjun Luo

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7. Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
   ICLR 2025 · Guibin Zhang
8. Diffusion Graph Model for Time Series Anomaly Detection via Anomaly-aware Graph Sparsification and Augmentation
   WWW 2025 ·

   Disen Lan

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9. DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
   SIGKDD 2025 ·

   Hao Wu

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10. EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification
    ICML 2025 ·

    Zitong Shi

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11. Energy-based Backdoor Defense Against Federated Graph Learning
    ICLR 2025 ·

    Guancheng Wan

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12. Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks
    AAAI 2025 ·

    Yanwei Yue

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13. FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity
    CVPR 2025 ·

    Zihan Tan

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14. G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
    ICML 2025 · Guibin Zhang
15. G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
    NeurIPS 2025 · Guibin Zhang
16. G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems
    ACL 2025 ·

    Shilong Wang

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17. GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
    ICML 2025 ·

    Jiaru Qian

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18. Glocal Information Bottleneck for Time Series Imputation
    NeurIPS 2025 ·

    Jie Yang

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19. Graph Sparsification via Mixture of Graphs
    ICLR 2025 · Guibin Zhang
20. HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
    NeurIPS 2025 ·

    Frank Wan

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21. MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
    NeurIPS 2025 ·

    Frank Wan

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22. MasRouter: Learning to Route LLMs for Multi-Agent Systems
    ACL 2025 ·

    Yanwei Yue

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23. Multi-agent Architecture Search via Agentic Supernet
    ICML 2025 · Guibin Zhang
24. Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
    NeurIPS 2025 ·

    Frank Wan

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25. NetSafe: Exploring the Topological Safety of Multi-agent System
    ACL 2025 ·

    Miao Yu

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26. OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
    NeurIPS 2025 ·

    Frank Wan

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27. Pask: Providing Answer before AsKing toward Proactive AI agent
    ACM MM 2025 ·

    Zhifei Xie

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28. Rationalizing and Augmenting Dynamic Graph Neural Networks
    ICLR 2025 · Guibin Zhang
29. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
    ICML 2025 ·

    Yifan Hu

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30. Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
    NeurIPS 2024 ·

    Dingshuo Chen

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31. EXGC: Bridging Efficiency and Explainability in Graph Condensation
    WWW 2024 ·

    Junfeng Fang

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32. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    NeurIPS 2024 · Guibin Zhang
33. Graph Lottery Ticket Automated
    ICLR 2024 · Guibin Zhang
34. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
    ICLR 2024 ·

    Kun Wang

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35. The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs
    SIGKDD 2024 ·

    Kun Wang

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36. The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
    SIGKDD 2024 ·

    Kun Wang

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37. Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
    ICML 2024 · Guibin Zhang