Separate to Collaborate: Dual-Stream Diffusion Model for Coordinated Piano Hand Motion Synthesis. - Zihao Liu 006; Mingwen Ou; Zunnan Xu; Jiaqi Huang; Haonan Han; Ronghui Li; Xiu Li 001 (ACM Multimedia, 2025)

Zero-shot 3D-Aware Trajectory-Guided image-to-video generation via Test-Time Training. - Ruicheng Zhang; Jun Zhou; Zunnan Xu; Zihao Liu 006; Jiehui Huang; Mingyang Zhang; Yu Sun; Xiu Li 001 (CoRR, 2025)

Controllable Layer Decomposition for Reversible Multi-Layer Image Generation. - Zihao Liu 006; Zunnan Xu; Shi Shu; Jun Zhou; Ruicheng Zhang; Zhenchao Tang; Xiu Li 001 (CoRR, 2025)

Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training. - Ruicheng Zhang; Jun Zhou; Zunnan Xu; Zihao Liu 006; Jiehui Huang; Mingyang Zhang; Yu Sun; Xiu Li 001 (AAAI, 2026)

RoboStereo: Dual-Tower 4D Embodied World Models for Unified Policy Optimization. - Ruicheng Zhang; Guangyu Chen; Zunnan Xu; Zihao Liu 006; Zhizhou Zhong; Mingyang Zhang; Jun Zhou; Xiu Li 001 (CoRR, 2026)