Personalized Federated Learning with Clustered Generalization. - Xueyang Tang; Song Guo 001; Jingcai Guo (CoRR, 2021)

Personalized Federated Learning with Contextualized Generalization. - Xueyang Tang; Song Guo 001; Jingcai Guo (IJCAI, 2022)

Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning. - Xueyang Tang; Song Guo 001; Jie Zhang 076 (CoRR, 2022)

Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients. - Xueyang Tang; Song Guo 001; Jie Zhang 076; Jingcai Guo (ICLR, 2024)

Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. - Jie Zhang 076; Xiaosong Ma; Song Guo 001; Peng Li 017; Wenchao Xu 001; Xueyang Tang; Zicong Hong (ICML, 2024)

Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization. - Xueyang Tang; Song Guo 001; Jingcai Guo; Jie Zhang 076; Yue Yu 001 (ICML, 2024)

Intelligent recognition of defects in high-speed railway slab track with limited dataset. - Xiaopei Cai; Xueyang Tang; Shuo Pan; Yi Wang 143; Hai Yan; Yuheng Ren; Ning Chen; Yue Hou (Comput. Aided Civ. Infrastructure Eng., 2024)

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model. - Tao Guo 004; Song Guo 001; Junxiao Wang; Xueyang Tang; Wenchao Xu 001 (IEEE Trans. Mob. Comput., 2024)

HSRA-Net: Intelligent Detection Network of Anomaly Monitoring Data in High-Speed Railway. - Yi Wang; Xiaopei Cai; Xueyang Tang; Shuo Pan; Yuqi Wang; Hai Yan; Yuheng Ren; Yue Hou (IEEE Trans. Intell. Transp. Syst., 2024)

Causally Motivated Sycophancy Mitigation for Large Language Models. - Haoxi Li; Xueyang Tang; Jie Zhang 076; Song Guo 001; Sikai Bai; Peiran Dong; Yue Yu 001 (ICLR, 2025)

LCRTR-Net: A low-cost real-time recognition network for rail corrugation in railway transportation. - Xueyang Tang; Xiaopei Cai; Yuqi Wang; Yue Hou (Eng. Appl. Artif. Intell., 2025)

Advanced VTSDREF for vehicle-turnout system dynamic reliability analysis: Integration of hybrid deep learning and adaptive probability density evolution method. - Xueyang Tang; Xiaopei Cai; Yuqi Wang; Pu Wang; Fei Yang (Reliab. Eng. Syst. Saf., 2025)

Diagnosis of high-speed railway ballastless track arching based on unsupervised learning framework. - Xueyang Tang; Yi Wang 143; Xiaopei Cai; Fei Yang; Yue Hou (Comput. Aided Civ. Infrastructure Eng., 2025)