Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation. - Xiaoyu Jin; Zunnan Xu; Mingwen Ou; Wenming Yang (CoRR, 2024)

PAFT: Prompt-Agnostic Fine-Tuning. - Chenxing Wei; Yao Shu; Mingwen Ou; Ying Tiffany He; Fei Richard Yu (CoRR, 2025)

Separate to Collaborate: Dual-Stream Diffusion Model for Coordinated Piano Hand Motion Synthesis. - Zihao Liu; Mingwen Ou; Zunnan Xu; Jiaqi Huang; Haonan Han; Ronghui Li; Xiu Li 001 (CoRR, 2025)

SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning. - Jiaqi Huang; Zunnan Xu; Jun Zhou; Ting Liu; Yicheng Xiao; Mingwen Ou; Bowen Ji; Xiu Li 001; Kehong Yuan (CoRR, 2025)