Deep Learning for Spatiotemporal Modeling of Urbanization. - Tang Li 005; Jing Gao; Xi Peng 005 (CoRR, 2021)

Are Data-Driven Explanations Robust Against Out-of-Distribution Data? - Tang Li 005; Fengchun Qiao; Mengmeng Ma 002; Xi Peng 005 (CVPR, 2023)

DEAL: Disentangle and Localize Concept-Level Explanations for VLMs. - Tang Li 005; Mengmeng Ma 002; Xi Peng 005 (ECCV (39), 2024)

Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients. - Mengmeng Ma 002; Tang Li 005; Xi Peng 005 (ICML, 2024)

Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales. - Tang Li 005; Mengmeng Ma 002; Xi Peng 005 (NeurIPS, 2024)

Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model's Prediction Rationality. - Qitong Wang 001; Tang Li 005; Kien X. Nguyen 001; Xi Peng 005 (AAAI, 2025)

Interpretable Failure Detection with Human-Level Concepts. - Kien X. Nguyen 001; Tang Li 005; Xi Peng 005 (AAAI, 2025)