Toward Robust Recommendation via Real-time Vicinal Defense. - Yichang Xu; Chenwang Wu; Defu Lian (CoRR, 2023)

Robust Federated Learning Mitigates Client-side Training Data Distribution Inference Attacks. - Yichang Xu; Ming Yin; Minghong Fang; Neil Zhenqiang Gong (WWW (Companion Volume), 2024)

Poisoning Federated Recommender Systems with Fake Users. - Ming Yin; Yichang Xu; Minghong Fang; Neil Zhenqiang Gong (WWW, 2024)

Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable. - Tiansheng Huang; Sihao Hu; Fatih Ilhan; Selim Furkan Tekin; Zachary Yahn; Yichang Xu; Ling Liu 001 (CoRR, 2025)

Language-Vision Planner and Executor for Text-to-Visual Reasoning. - Yichang Xu; Gaowen Liu; Ramana Rao Kompella; Sihao Hu; Tiansheng Huang; Fatih Ilhan; Selim Furkan Tekin; Zachary Yahn; Ling Liu 001 (CoRR, 2025)