Bootstrap Generalization Ability from Loss Landscape Perspective. - Huanran Chen; Shitong Shao; Ziyi Wang; Zirui Shang; Jin Chen 009; Xiaofeng Ji; Xinxiao Wu (ECCV Workshops (6), 2022)

Probability Distribution Based Frame-supervised Language-driven Action Localization. - Shuo Yang 002; Zirui Shang; Xinxiao Wu (ACM Multimedia, 2023)

Efficient Language-Driven Action Localization by Feature Aggregation and Prediction Adjustment. - Zirui Shang; Shuo Yang 002; Xinxiao Wu (PRCV (5), 2024)

Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning. - Shuo Yang 002; Zirui Shang; Yongqi Wang; Derong Deng; Hongwei Chen; Qiyuan Cheng; Xinxiao Wu (CoRR, 2024)

Dynamic Pathway for Query-Aware Feature Learning in Language-Driven Action Localization. - Shuo Yang 002; Xinxiao Wu; Zirui Shang; Jiebo Luo 001 (IEEE Trans. Multim., 2024)

Video Summarization Using Denoising Diffusion Probabilistic Model. - Zirui Shang; Yubo Zhu; Hongxi Li; Shuo Yang 002; Xinxiao Wu (AAAI, 2025)

TongUI: Building Generalized GUI Agents by Learning from Multimodal Web Tutorials. - Bofei Zhang; Zirui Shang; Zhi Gao; Wang Zhang; Rui Xie; Xiaojian Ma 001; Tao Yuan; Xinxiao Wu; Song-Chun Zhu; Qing Li 003 (CoRR, 2025)

LLM-powered Query Expansion for Enhancing Boundary Prediction in Language-driven Action Localization. - Zirui Shang; Xinxiao Wu; Shuo Yang (CoRR, 2025)