Yuzhihuang — accepted AI-conference papers

2025

DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling

Kairun Wen, Yuzhihuang, Runyu Chen, Hui Zheng, Yunlong Lin, Panwang Pan +13

NeurIPS 2025poster

Understanding the dynamic physical world, characterized by its evolving 3D structure, real-world motion, and semantic content with textual descriptions, is crucial for human-agent interaction and enables embodied agents to perceive and act within real environments with human‑like capabilities. Howev…

Cited by 0 Source ↗Scholar ↗

2024

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM

Chenxin Li, Yuzhihuang, Wuyang Li, Hengyu Liu, Xinyu Liu, Qing Xu +3

NeurIPS 2024poster

As the vision foundation models like the Segment Anything Model (SAM) demonstrate potent universality, they also present challenges in giving ambiguous and uncertain predictions. Significant variations in the model output and granularity can occur with simply subtle changes in the prompt, contradict…

Cited by 9 Source ↗PDF ↗code ↗Scholar ↗