Hongcheng Wang
I am a second-year CS PhD student at Peking University. My supervisor is Prof. Hao Dong. My interests include computer vision and robotics.
I graduated from the School of Electronics Engineering and Computer Science of Peking University with a Bachelor's degree. As an undergraduate, I majored in Intelligence Science and Technology and minored in Psychology.
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Research
I'm interested in computer vision, robotic, large language model and psychology. I hope to achieve a psychologically meaningful alignment between human intentions, motivations, and demands and robot actions, enabling robots to better serve humans.
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Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation
Hongcheng Wang,
Andy Guan Hong Chen,
Xiaoqi Li,
Mingdong Wu,
Hao Dong
NeurIPS, 2023
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The First Demand-driven Navigation Paper.
We propose the Demand-driven Navigation task which requires an agent to finds an object that satisfies a user's demand in an environment.
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Learning Semantic-Agnostic and Spatial-Aware Representation for Generalizable Visual-Audio Navigation
Hongcheng Wang*,
Yuxuan Wang*,
Fangwei Zhong,
Mingdong Wu,
Jianwei Zhang,
Yizhou Wang,
Hao Dong
RA-L, 2023
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We propose a novel semantic-agnostic and spatial-aware representation for generalizable visual-audio navigation. Our method imporves the baselines' performance on the visual-audio navigation.
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Fundamentals of artificial intelligence, Spring, 2023
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