Publications

(2026). ProAct: Harnessing Streaming Motion Generation and Agentic Reasoning for Real-Time Embodied Social Interaction. In SIGGRAPH Asia 2026.

DOI

(2026). WAM-TTT: Steering World-Action Models by Watching Human Play at Test Time. In CoRL 2026.

(2026). MuGen: Multi-Skill Generative Locomotion Controller for Humanoid Robots. arXiv, 2026.

(2026). LDA-1B: Scaling Latent Dynamics Action Model via Universal Embodied Data Ingestion. In RSS 2026.

(2023). MuscleVAE: Model-Based Controllers of Muscle-Actuated Characters. In SIGGRAPH Asia.

Project DOI Video Code