← Search

Lingzhou Mu

2 accepted papers

2026

FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework

AAAI 2026technical

Human-Scene Interaction (HSI) seeks to generate realistic human behaviors within complex environments, yet it faces significant challenges in handling long-horizon, high-level tasks and generalizing to unseen scenes. To address these limitations, we introduce FantasyHSI, a novel HSI framework cente

Cited by 0SourcePDFScholar
2026

FantasyVLN: Unified Multimodal Chain-of-Thought Reasoning for Vision-and-Language Navigation

CVPR 2026

Achieving human-level performance in Vision-and-Language Navigation (VLN) requires an embodied agent to understand textual instructions, perceive visual observations, and reason over long action sequences. Recent works, such as NavCoT and NavGPT-2, demonstrate the potential of Chain-of-Thought (CoT)

Cited by 0SourcecodeScholar