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Qingpo Wuwu

3 accepted papers

2026

From Manuals to Actions: A Unified VLA Model for Chain-of-Thought Manual Generation and Robotic Manipulation

CVPR 2026

Vision-Language-Action (VLA) models have recently emerged, demonstrating strong generalization in robotic scene understanding and manipulation. However, when confronted with long-horizon tasks that require defined goal states, such as LEGO assembly or object rearrangement, existing VLA models still

Cited by 0SourceScholar
2025

EMD: Explicit Motion Modeling for High-Quality Street Gaussian Splatting

ICCV 2025poster

Photorealistic reconstruction of street scenes is essential for developing real-world simulators in autonomous driving. While recent methods based on 3D/4D Gaussian Splatting (GS) have demonstrated promising results, they still encounter challenges in complex street scenes due to the unpredictable m…

2025

PINNsAgent: Automated PDE Surrogation with Large Language Models

ICML 2025poster

Solving partial differential equations (PDEs) using neural methods has been a long-standing scientific and engineering research pursuit. Physics-Informed Neural Networks (PINNs) have emerged as a promising alternative to traditional numerical methods for solving PDEs. However, the gap between domain…

Cited by 0SourcePDFScholar