Haonan Yuan

Venues

Frequent coauthors

Papers

1. Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning
   AAAI 2026 ·

   Yi Huang

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2. Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks
   AAAI 2026 ·

   Jiayi Luo

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3. RAG-GFM: Overcoming In-Memory Bottlenecks in Graph Foundation Models via Retrieval-Augmented Generation
   WWW 2026 · Haonan Yuan
4. SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation
   AAAI 2026 ·

   Junhua Shi

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5. Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
   AAAI 2026 ·

   Jiayi Luo

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6. DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models
   AAAI 2025 · Haonan Yuan
7. Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
   AAAI 2025 ·

   Haoyu Xie

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8. Discrete Curvature Graph Information Bottleneck
   AAAI 2025 ·

   Xingcheng Fu

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9. GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
   NeurIPS 2025 · Haonan Yuan
10. GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation
    NeurIPS 2025 ·

    Zihao Guo

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11. GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts
    AAAI 2025 ·

    Zihao Guo

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12. How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees
    ICML 2025 · Haonan Yuan
13. IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
    ICLR 2025 ·

    Jiawen Qin

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14. Robust Graph Condensation via Classification Complexity Mitigation
    NeurIPS 2025 ·

    Jiayi Luo

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15. Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification
    WWW 2025 ·

    Jiayi Luo

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16. SEF-UQR: Scalable and Efficient Privacy-Preserving Federated Updating QR Factorization
    CIKM 2025 · Haonan Yuan
17. Dynamic Graph Information Bottleneck
    WWW 2024 · Haonan Yuan
18. Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
    AAAI 2024 ·

    Yuecen Wei

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