Multi-modal Action Chain Abductive Reasoning. - Mengze Li 001; Tianbao Wang; Jiahe Xu 003; Kairong Han; Shengyu Zhang 001; Zhou Zhao 001; Jiaxu Miao; Wenqiao Zhang; Shiliang Pu; Fei Wu 001 (ACL (1), 2023)

Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation. - Weiming Liu 005; Xiaolin Zheng; Chaochao Chen 001; Jiahe Xu 003; Xinting Liao; Fan Wang 020; Yanchao Tan; Yew-Soon Ong (ICML, 2024)

Cross-modal Observation Hypothesis Inference. - Mengze Li 001; Kairong Han; Jiahe Xu 003; Yueying Li; Tao Wu; Zhou Zhao 001; Jiaxu Miao; Shengyu Zhang 001; Jingyuan Chen (ACM Multimedia, 2024)

FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection. - Xinting Liao; Weiming Liu 005; Pengyang Zhou; Fengyuan Yu; Jiahe Xu 003; Jun Wang 020; Wenjie Wang; Chaochao Chen 001; Xiaolin Zheng (NeurIPS, 2024)

FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation. - Pengyang Zhou; Chaochao Chen 001; Weiming Liu 005; Xinting Liao; Wenkai Shen; Jiahe Xu 003; Zhihui Fu; Jun Wang 020; Wu Wen; Xiaolin Zheng (AAAI, 2025)

Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation. - Weiming Liu 005; Chaochao Chen 001; Jiahe Xu 003; Xinting Liao; Fan Wang 020; Xiaolin Zheng; Zhihui Fu; Ruiguang Pei; Jun Wang 020 (WWW, 2025)

FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models. - Xinting Liao; Weiming Liu 005; Jiaming Qian; Pengyang Zhou; Jiahe Xu 003; Wenjie Wang; Chao-Chao Chen 001; Xiaolin Zheng; Tat-Seng Chua (CoRR, 2025)