Video Entailment via Reaching a Structure-Aware Cross-modal Consensus. - Xuan Yao 001; Junyu Gao 002; Mengyuan Chen; Changsheng Xu (ACM Multimedia, 2023)

Test-time Adaptive Vision-and-Language Navigation. - Junyu Gao 002; Xuan Yao 001; Changsheng Xu (CoRR, 2023)

Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation. - Junyu Gao 002; Xuan Yao 001; Changsheng Xu (ICML, 2024)

NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments. - Xuan Yao 001; Junyu Gao 002; Changsheng Xu (CoRR, 2025)