PPaperPicks

Haonan Yuan

18 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

AAAI ×9NeurIPS ×3WWW ×3CIKM ×1ICLR ×1ICML ×1

Frequent coauthors

Qingyun Sun
×16
Xingcheng Fu
×16
Jianxin Li
×14
Jiayi Luo
×4
Philip S. Yu
×4
Yisen Gao
×3
Junhua Shi
×3
Yuecen Wei
×2
Ziwei Zhang
×2
Zhaonan Wang
×2
Cheng Ji
×2
Xianxian Li
×2

Papers

  1. Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning
    AAAI 2026 ·
    Yi Huang
    ,
    Qingyun Sun
    ,
    Yisen Gao
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Jianxin Li
  2. Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks
    AAAI 2026 ·
    Jiayi Luo
    ,
    Qingyun Sun
    ,
    Yuecen Wei
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Jianxin Li
  3. RAG-GFM: Overcoming In-Memory Bottlenecks in Graph Foundation Models via Retrieval-Augmented Generation
    WWW 2026 · Haonan Yuan,
    Qingyun Sun
    ,
    Jiacheng Tao
    ,
    Xingcheng Fu
    ,
    Jianxin Li
  4. SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation
    AAAI 2026 ·
    Junhua Shi
    ,
    Qingyun Sun
    , Haonan Yuan,
    Xingcheng Fu
  5. Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
    AAAI 2026 ·
    Jiayi Luo
    ,
    Qingyun Sun
    ,
    Lingjuan Lyu
    ,
    Ziwei Zhang
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Jianxin Li
  6. DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models
    AAAI 2025 · Haonan Yuan,
    Qingyun Sun
    ,
    Zhaonan Wang
    ,
    Xingcheng Fu
    ,
    Cheng Ji
    ,
    Yongjian Wang
    ,
    Bo Jin
    ,
    Jianxin Li
  7. Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
    AAAI 2025 ·
    Haoyu Xie
    ,
    Haoxuan Li
    ,
    Chunyuan Zheng
    , Haonan Yuan,
    Guorui Liao
    ,
    Jun Liao
    ,
    Li Liu
  8. Discrete Curvature Graph Information Bottleneck
    AAAI 2025 ·
    Xingcheng Fu
    ,
    Jian Wang
    ,
    Yisen Gao
    ,
    Qingyun Sun
    , Haonan Yuan,
    Jianxin Li
    ,
    Xianxian Li
  9. GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
    NeurIPS 2025 · Haonan Yuan,
    Qingyun Sun
    ,
    Junhua Shi
    ,
    Xingcheng Fu
    ,
    Bryan Hooi
    ,
    Jianxin Li
    ,
    Philip S. Yu
  10. GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation
    NeurIPS 2025 ·
    Zihao Guo
    ,
    Qingyun Sun
    ,
    Ziwei Zhang
    , Haonan Yuan,
    Huiping Zhuang
    ,
    Xingcheng Fu
    ,
    Jianxin Li
  11. GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts
    AAAI 2025 ·
    Zihao Guo
    ,
    Qingyun Sun
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Min Zhou
    ,
    Yisen Gao
    ,
    Jianxin Li
  12. How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees
    ICML 2025 · Haonan Yuan,
    Qingyun Sun
    ,
    Junhua Shi
    ,
    Xingcheng Fu
    ,
    Bryan Hooi
    ,
    Jianxin Li
    ,
    Philip S. Yu
  13. IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
    ICLR 2025 ·
    Jiawen Qin
    , Haonan Yuan,
    Qingyun Sun
    ,
    Lyujin Xu
    ,
    Jiaqi Yuan
    ,
    Pengfeng Huang
    ,
    Zhaonan Wang
    ,
    Xingcheng Fu
    ,
    Hao Peng
    ,
    Jianxin Li
    ,
    Philip S. Yu
  14. Robust Graph Condensation via Classification Complexity Mitigation
    NeurIPS 2025 ·
    Jiayi Luo
    ,
    Qingyun Sun
    ,
    Beining Yang
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Yanbiao Ma
    ,
    Jianxin Li
    ,
    Philip S. Yu
  15. Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification
    WWW 2025 ·
    Jiayi Luo
    ,
    Qingyun Sun
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Jianxin Li
  16. SEF-UQR: Scalable and Efficient Privacy-Preserving Federated Updating QR Factorization
    CIKM 2025 · Haonan Yuan,
    Wenyuan Wu
    ,
    Jingwei Chen
  17. Dynamic Graph Information Bottleneck
    WWW 2024 · Haonan Yuan,
    Qingyun Sun
    ,
    Xingcheng Fu
    ,
    Cheng Ji
    ,
    Jianxin Li
  18. Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
    AAAI 2024 ·
    Yuecen Wei
    , Haonan Yuan,
    Xingcheng Fu
    ,
    Qingyun Sun
    ,
    Hao Peng
    ,
    Xianxian Li
    ,
    Chunming Hu