Mind the Gap: Improving Success Rate of Vision-and-Language Navigation by Revisiting Oracle Success Routes. - Chongyang Zhao 003; Yuankai Qi; Qi Wu 001 (ACM Multimedia, 2023)

WebVLN: Vision-and-Language Navigation on Websites. - Qi Chen 014; Dileepa Pitawela; Chongyang Zhao 003; Gengze Zhou; Hsiang-Ting Chen; Qi Wu 001 (AAAI, 2024)

Learning Mamba as a Continual Learner. - Chongyang Zhao 003; Dong Gong (CoRR, 2024)

Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA. - Haodong Lu 002; Chongyang Zhao 003; Minhui Xue 001; Lina Yao 001; Kristen Moore; Dong Gong (CoRR, 2024)

SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts. - Gengze Zhou; Yicong Hong; Zun Wang; Chongyang Zhao 003; Mohit Bansal; Qi Wu 001 (CoRR, 2024)

Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning. - Haodong Lu 002; Chongyang Zhao 003; Minhui Xue 001; Lina Yao 001; Kristen Moore; Dong Gong (CoRR, 2025)