Shirui Pan

20

Papers

98

Total Citations

Papers (20)

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection

A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection

Graph Sparsification via Mixture of Graphs

Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark

Online GNN Evaluation Under Test-time Graph Distribution Shifts

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

BiMark: Unbiased Multilayer Watermarking for Large Language Models

Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment

N2GON: Neural Networks for Graph-of-Net with Position Awareness

Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification

Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness

Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs

Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation

Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks

Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning

TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs

Augmented Commonsense Knowledge for Remote Object Grounding

ROG\_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning

Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation

Position: What Can Large Language Models Tell Us about Time Series Analysis