LightMIRM: Light Meta-learned Invariant Risk Minimization for Trustworthy Loan Default Prediction. - Meng Jiang; Yang Zhang 072; Yuan Gao 020; Yansong Wang; Fuli Feng; Xiangnan He 001 (ICDE, 2023)

Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis. - Junfeng Fang; Wei Liu 005; Yuan Gao 020; Zemin Liu; An Zhang 003; Xiang Wang 010; Xiangnan He 001 (NeurIPS, 2023)

Alleviating Structural Distribution Shift in Graph Anomaly Detection. - Yuan Gao 020; Xiang Wang 010; Xiangnan He 001; Zhenguang Liu; Huamin Feng; Yongdong Zhang 001 (WSDM, 2023)

Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum. - Yuan Gao 020; Xiang Wang 010; Xiangnan He 001; Zhenguang Liu; Huamin Feng; Yongdong Zhang 001 (WWW, 2023)

Rumor detection with self-supervised learning on texts and social graph. - Yuan Gao 020; Xiang Wang 010; Xiangnan He 001; Huamin Feng; Yong-Dong Zhang 001 (Frontiers Comput. Sci., 2023)

Towards Neuron Attributions in Multi-Modal Large Language Models. - Junfeng Fang; Zac Bi; Ruipeng Wang; Houcheng Jiang; Yuan Gao 020; Kun Wang 056; An Zhang 003; Jie Shi; Xiang Wang 010; Tat-Seng Chua (NeurIPS, 2024)

EXGC: Bridging Efficiency and Explainability in Graph Condensation. - Junfeng Fang; Xinglin Li; Yongduo Sui; Yuan Gao 020; Guibin Zhang; Kun Wang 056; Xiang Wang 010; Xiangnan He 001 (WWW, 2024)

Graph Anomaly Detection with Bi-level Optimization. - Yuan Gao 020; Junfeng Fang; Yongduo Sui; Yangyang Li; Xiang Wang 010; Huamin Feng; Yongdong Zhang 001 (WWW, 2024)

Invariant Graph Learning for Causal Effect Estimation. - Yongduo Sui; Caizhi Tang; Zhixuan Chu; Junfeng Fang; Yuan Gao 020; Qing Cui; Longfei Li; Jun Zhou 011; Xiang Wang 010 (WWW, 2024)

DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation. - Yuan Gao 020; Haokun Chen; Xiang Wang 010; Zhicai Wang; Xue Wang 010; Jinyang Gao; Bolin Ding (CoRR, 2024)

Revisiting Attack-Caused Structural Distribution Shift in Graph Anomaly Detection. - Yuan Gao 020; Jinghan Li; Xiang Wang 010; Xiangnan He 001; Huamin Feng; Yongdong Zhang 001 (IEEE Trans. Knowl. Data Eng., 2024)