Pengfei Jiao

Venues

Frequent coauthors

Papers

1. Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs
   WWW 2026 ·

   Zihui Chen

   DBLP profile ↗ORCID search ↗
2. Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning
   AAAI 2026 ·

   Xinxun Zhang

   DBLP profile ↗ORCID search ↗
3. Towards Robust Heterogeneous Graph Explanations under Structural Perturbations
   WWW 2026 ·

   Yifan Lu

   DBLP profile ↗ORCID search ↗
4. Unequal Vulnerability: The Differential Impact of Label Flipping Attacks Across Classes
   WWW 2026 ·

   Pinlong Zhao

   DBLP profile ↗ORCID search ↗
5. What Tokens Truly Matter? The Logit Conflation Problem in LLM Sampling
   ACL 2026 ·

   Pinlong Zhao

   DBLP profile ↗ORCID search ↗
6. A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
   IJCAI 2025 · Pengfei Jiao
7. FedCCH: Automatic Personalized Graph Federated Learning for Inter-Client and Intra-Client Heterogeneity
   IJCAI 2025 · Pengfei Jiao
8. GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality
   AAAI 2025 ·

   Zehao Liu

   DBLP profile ↗ORCID search ↗
9. Gravity-GNN: Deep Reinforcement Learning Guided Space Gravity-based Graph Neural Network
   CIKM 2025 ·

   Huaming Wu

   DBLP profile ↗ORCID search ↗
10. HGMP: Heterogeneous Graph Multi-Task Prompt Learning
    IJCAI 2025 · Pengfei Jiao
11. HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model
    IJCAI 2025 ·

    Yuling Wang

    DBLP profile ↗ORCID search ↗
12. Heterogeneous Temporal Hypergraph Neural Network
    IJCAI 2025 ·

    Huan Liu

    DBLP profile ↗ORCID search ↗
13. CINA: Curvature-Based Integrated Network Alignment with Hypergraph
    ICDE 2024 · Pengfei Jiao
14. Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning
    AAAI 2024 · Pengfei Jiao
15. Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs
    ICDM 2024 · Pengfei Jiao