Picture for Tianjun Yao

Tianjun Yao

Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering

Add code
Jun 11, 2025
Viaarxiv icon

Pruning Spurious Subgraphs for Graph Out-of-Distribtuion Generalization

Add code
Jun 06, 2025
Viaarxiv icon

Empowering Graph Invariance Learning with Deep Spurious Infomax

Add code
Jul 13, 2024
Figure 1 for Empowering Graph Invariance Learning with Deep Spurious Infomax
Figure 2 for Empowering Graph Invariance Learning with Deep Spurious Infomax
Figure 3 for Empowering Graph Invariance Learning with Deep Spurious Infomax
Figure 4 for Empowering Graph Invariance Learning with Deep Spurious Infomax
Viaarxiv icon

MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification

Add code
Jun 28, 2024
Figure 1 for MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification
Figure 2 for MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification
Figure 3 for MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification
Figure 4 for MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification
Viaarxiv icon

Improving the Expressiveness of $K$-hop Message-Passing GNNs by Injecting Contextualized Substructure Information

Add code
Jun 27, 2024
Viaarxiv icon

Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization

Add code
May 15, 2024
Viaarxiv icon