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[IROS25] Ag2x2: Robust Agent-Agnostic Visual Representations for Zero-Shot Bimanual Manipulation
Bimanual manipulation, fundamental to human daily activities, remains a challenging task due to its inherent complexity of coordinated …
Ziyin Xiong
,
Yinghan Chen
,
Puhao Li
,
Yixin Zhu
,
Tengyu Liu
,
Siyuan Huang
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[NatureMachineIntelligence25] Embedding high-resolution touch across robotic hands enables adaptive human-like grasping
Developing robotic hands that adapt to real-world dynamics remains a fundamental challenge in robotics and machine intelligence. …
Zihang Zhao
,
Wanlin Li
,
Yuyang Li
,
Tengyu Liu
,
Boren Li
,
Meng Wang
,
Kai Du
,
Hangxin Liu
,
Yixin Zhu
,
Qining Wang
,
Kaspar Althoefer
,
Song-Chun Zhu
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[CVPR25] Dynamic Motion Blending for Versatile Motion Editing
Text-guided motion editing enables high-level semantic control and iterative modifications beyond traditional keyframe animation. …
Nan Jiang
,
Hongjie Li
,
Ziye Yuan
,
Zimo He
,
Yixin Chen
,
Tengyu Liu
,
Yixin Zhu
,
Siyuan Huang
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Hugging Face
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[T-RO25] Tac-Man: Tactile-Informed Prior-Free Manipulation of Articulated Objects
Integrating robotics into human-centric environments such as homes, necessitates advanced manipulation skills as robotic devices will …
Zihang Zhao
,
Yuyang Li
,
Wanlin Li
,
Zhenghao Qi
,
Lecheng Ruan
,
Yixin Zhu
,
Kaspar Althoefer
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北大AI院官微
TechXplore
[SIGGRAPHAsia24] Autonomous Character-Scene Interaction Synthesis from Text Instruction
Synthesizing human motions in 3D environments, particularly those with complex activities such as locomotion, hand-reaching, and …
Nan Jiang
,
Zimo He
,
Zi Wang
,
Hongjie Li
,
Yixin Chen
,
Siyuan Huang
,
Yixin Zhu
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[IROS24] Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations
Autonomous robotic systems capable of learning novel manipulation tasks are poised to transform industries from manufacturing to …
Puhao Li
,
Tengyu Liu
,
Yuyang Li
,
Muzhi Han
,
Haoran Geng
,
Shu Wang
,
Yixin Zhu
,
Song-Chun Zhu
,
Siyuan Huang
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[CVPR24] Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance
Despite significant advancements in text-to-motion synthesis, generating language-guided human motion within 3D environments poses …
Zan Wang
,
Yixin Chen
,
Baoxiong Jia
,
Puhao Li
,
Jinlu Zhang
,
Jingze Zhang
,
Tengyu Liu
,
Yixin Zhu
,
Wei Liang
,
Siyuan Huang
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TechXplore
[CVPR24] Scaling Up Dynamic Human-Scene Interaction Modeling
Confronting the challenges of data scarcity and advanced motion synthesis in human-scene interaction modeling, we introduce the TRUMANS …
Nan Jiang
,
Zhiyuan Zhang
,
Hongjie Li
,
Xiaoxuan Ma
,
Zan Wang
,
Yixin Chen
,
Tengyu Liu
,
Yixin Zhu
,
Siyuan Huang
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Hugging Face
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[RA-L24] Grasp Multiple Objects with One Hand
The intricate kinematics of the human hand enable simultaneous grasping and manipulation of multiple objects, essential for tasks such …
Yuyang Li
,
Bo Liu
,
Yiran Geng
,
Puhao Li
,
Yaodong Yang
,
Yixin Zhu
,
Tengyu Liu
,
Siyuan Huang
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[ICCV23] Full-Body Articulated Human-Object Interaction
Fine-grained capture of 3D Human-Object Interactions (HOIs) enhances human activity comprehension and supports various downstream …
Nan Jiang
,
Tengyu Liu
,
Zhexuan Cao
,
Jieming Cui
,
Yixin Chen
,
He Wang
,
Yixin Zhu
,
Siyuan Huang
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