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Pengfei Jiao

15 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

IJCAI ×5AAAI ×3WWW ×3ACL ×1CIKM ×1ICDE ×1ICDM ×1

Frequent coauthors

Mengzhou Gao
×5
Xuan Guo
×4
Huaming Wu
×4
Huijun Tang
×4
Zhidong Zhao
×3
Di Jin
×3
Zihui Chen
×2
Yuling Wang
×2
Xiao Wang
×2
Xinxun Zhang
×2
Tianpeng Li
×2
Pinlong Zhao
×2

Papers

  1. Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs
    WWW 2026 ·
    Zihui Chen
    ,
    Yuling Wang
    , Pengfei Jiao,
    Kai Wu
    ,
    Xiao Wang
    ,
    Xiang Ao
    ,
    Dalin Zhang
  2. Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning
    AAAI 2026 ·
    Xinxun Zhang
    , Pengfei Jiao,
    Mengzhou Gao
    ,
    Tianpeng Li
    ,
    Xuan Guo
  3. Towards Robust Heterogeneous Graph Explanations under Structural Perturbations
    WWW 2026 ·
    Yifan Lu
    , Pengfei Jiao,
    Xuan Guo
    ,
    Ziyun Zou
    ,
    Yiwei Wang
    ,
    Mengzhou Gao
    ,
    Huaming Wu
    ,
    Imran Razzak
  4. Unequal Vulnerability: The Differential Impact of Label Flipping Attacks Across Classes
    WWW 2026 ·
    Pinlong Zhao
    ,
    Mengyang Li
    , Pengfei Jiao,
    Huijun Tang
    ,
    Ou Wu
  5. What Tokens Truly Matter? The Logit Conflation Problem in LLM Sampling
    ACL 2026 ·
    Pinlong Zhao
    ,
    Huijun Tang
    , Pengfei Jiao,
    Mengyang Li
  6. A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
    IJCAI 2025 · Pengfei Jiao,
    Hongjiang Chen
    ,
    Xuan Guo
    ,
    Zhidong Zhao
    ,
    Dongxiao He
    ,
    Di Jin
  7. FedCCH: Automatic Personalized Graph Federated Learning for Inter-Client and Intra-Client Heterogeneity
    IJCAI 2025 · Pengfei Jiao,
    Zian Zhou
    ,
    Meiting Xue
    ,
    Huijun Tang
    ,
    Zhidong Zhao
    ,
    Huaming Wu
  8. GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality
    AAAI 2025 ·
    Zehao Liu
    ,
    Mengzhou Gao
    , Pengfei Jiao
  9. Gravity-GNN: Deep Reinforcement Learning Guided Space Gravity-based Graph Neural Network
    CIKM 2025 ·
    Huaming Wu
    ,
    Lei Tian
    ,
    Chaogang Tang
    , Pengfei Jiao,
    Minxian Xu
    ,
    Huijun Tang
  10. HGMP: Heterogeneous Graph Multi-Task Prompt Learning
    IJCAI 2025 · Pengfei Jiao,
    Jialong Ni
    ,
    Di Jin
    ,
    Xuan Guo
    ,
    Huan Liu
    ,
    Hongjiang Chen
    ,
    Yanxian Bi
  11. HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model
    IJCAI 2025 ·
    Yuling Wang
    ,
    Zihui Chen
    , Pengfei Jiao,
    Xiao Wang
  12. Heterogeneous Temporal Hypergraph Neural Network
    IJCAI 2025 ·
    Huan Liu
    , Pengfei Jiao,
    Mengzhou Gao
    ,
    Chaochao Chen
    ,
    Di Jin
  13. CINA: Curvature-Based Integrated Network Alignment with Hypergraph
    ICDE 2024 · Pengfei Jiao,
    Yuanqi Liu
    ,
    Yinghui Wang
    ,
    Ge Zhang
  14. Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning
    AAAI 2024 · Pengfei Jiao,
    Hongqian Chen
    ,
    Qing Bao
    ,
    Wang Zhang
    ,
    Huaming Wu
  15. Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs
    ICDM 2024 · Pengfei Jiao,
    Xinxun Zhang
    ,
    Mengzhou Gao
    ,
    Tianpeng Li
    ,
    Zhidong Zhao