Pengfei Jiao
Scholar

Pengfei Jiao

Google Scholar ID: HaNhbi4AAAAJ
Hangzhou Dianzi University
Probabilistic Graphical ModelsGraph Neural NetworkNetwork EmbeddingTemporal NetworksRecommender System
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Citations & Impact
All-time
Citations
2,855
 
H-index
23
 
i10-index
57
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
17 items
Beyond Linear Dynamics: Neural Bilinear Dynamical Models for Time Series Forecasting
2026
Cited
0
When Can You Correct Distribution Drift in Temporal Graph Generation? A Sharpening--Drift Tension and an Impossibility for Observation-Based Correction
2026
Cited
0
TGFormer: Towards Temporal Graph Transformer with Auto-Correlation Mechanism
2026
Cited
0
ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability
2026
Cited
0
One-Step Graph-Structured Neural Flows for Irregular Multivariate Time Series Classification
2026
Cited
0
Can LLMs Fool Graph Learning? Exploring Universal Adversarial Attacks on Text-Attributed Graphs
2026
Cited
0
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
2026
Cited
0
Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning
2026
Cited
0
Resume (English only)
Co-authors
14 total
Huaming Wu (吴华明）
Huaming Wu (吴华明）
Professor, Tianjin University; IEEE Senior Member
Di Jin
Di Jin
Tianjin University, Professor
Dongxiao He
Dongxiao He
Tianjin University, Professor of Computer Science
Hongtao Liu
Hongtao Liu
Du Xiaoman Financial
Lin Pan
Lin Pan
Tianjin University
Co-author 6
Co-author 6
Fangzhao Wu
Fangzhao Wu
Microsoft
Co-author 8
Co-author 8