Yixin Zhu

Yixin Zhu

University of California, Los Angeles

H-index: 31

North America-United States

About Yixin Zhu

Yixin Zhu, With an exceptional h-index of 31 and a recent h-index of 29 (since 2020), a distinguished researcher at University of California, Los Angeles, specializes in the field of Computer Vision, Visual Reasoning, Human-Robot Teaming.

His recent articles reflect a diverse array of research interests and contributions to the field:

I-PHYRE: Interactive Physical Reasoning

Zero-Shot Image Feature Consensus with Deep Functional Maps

SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation

AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents

Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations

Neural-symbolic recursive machine for systematic generalization

Scaling Up Dynamic Human-Scene Interaction Modeling

Human-level few-shot concept induction through minimax entropy learning

Yixin Zhu Information

University

Position

Postdoctoral Scholar

Citations(all)

3503

Citations(since 2020)

3186

Cited By

1098

hIndex(all)

31

hIndex(since 2020)

29

i10Index(all)

72

i10Index(since 2020)

71

Email

University Profile Page

University of California, Los Angeles

Google Scholar

View Google Scholar Profile

Yixin Zhu Skills & Research Interests

Computer Vision

Visual Reasoning

Human-Robot Teaming

Top articles of Yixin Zhu

Title

Journal

Author(s)

Publication Date

I-PHYRE: Interactive Physical Reasoning

Shiqian Li

Kewen Wu

Chi Zhang

Yixin Zhu

2024/2

Zero-Shot Image Feature Consensus with Deep Functional Maps

arXiv preprint arXiv:2403.12038

Xinle Cheng

Congyue Deng

Adam Harley

Yixin Zhu

Leonidas Guibas

2024/3/18

SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation

Qianxu Wang

Haotong Zhang

Congyue Deng

Yang You

Hao Dong

...

2024/1/1

AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents

Conference on Computer Vision and Pattern Recognition (CVPR)

Jieming Cui

Tengyu Liu

Nian Liu

Yaodong Yang

Yixin Zhu

...

2024/3/19

Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations

arXiv preprint arXiv:2404.17521

Puhao Li

Tengyu Liu

Yuyang Li

Muzhi Han

Haoran Geng

...

2024/4/26

Neural-symbolic recursive machine for systematic generalization

arXiv preprint arXiv:2210.01603

Qing Li

Yixin Zhu

Yitao Liang

Ying Nian Wu

Song-Chun Zhu

...

2022/10/4

Scaling Up Dynamic Human-Scene Interaction Modeling

Nan Jiang

Zhiyuan Zhang

Hongjie Li

Xiaoxuan Ma

Zan Wang

...

2024/3/13

Human-level few-shot concept induction through minimax entropy learning

Science Advances

Chi Zhang

Baoxiong Jia

Yixin Zhu

Song-Chun Zhu

2024/4/19

Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture

arXiv preprint arXiv:2311.00457

Yixin Chen

Junfeng Ni

Nan Jiang

Yaowei Zhang

Yixin Zhu

...

2023/11/1

Tac-Man: Tactile-Informed Prior-Free Manipulation of Articulated Objects

arXiv preprint arXiv:2403.01694

Zihang Zhao

Yuyang Li

Wanlin Li

Zhenghao Qi

Lecheng Ruan

...

2024/3/4

PreAfford: Universal Affordance-Based Pre-Grasping for Diverse Objects and Environments

arXiv preprint arXiv:2404.03634

Kairui Ding

Boyuan Chen

Ruihai Wu

Yuyang Li

Zongzheng Zhang

...

2024/4/4

Grasp Multiple Objects with One Hand

arXiv preprint arXiv:2310.15599

Yuyang Li

Bo Liu

Yiran Geng

Puhao Li

Yaodong Yang

...

2023/10/24

UniDexFPM: Universal Dexterous Functional Pre-grasp Manipulation Via Diffusion Policy

arXiv preprint arXiv:2403.12421

Tianhao Wu

Yunchong Gan

Mingdong Wu

Jingbo Cheng

Yaodong Yang

...

2024/3/19

Rearrange Indoor Scenes for Human-Robot Co-Activity

Weiqi Wang

Zihang Zhao

Ziyuan Jiao

Yixin Zhu

Song-Chun Zhu

...

2023/3/10

Full-Body Articulated Human-Object Interaction

Nan Jiang

Tengyu Liu

Zhexuan Cao

Jieming Cui

Yixin Chen

...

2023/8/20

ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab

Advances in Neural Information Processing Systems

Jieming Cui

Ziren Gong

Baoxiong Jia

Siyuan Huang

Zilong Zheng

...

2024/2/13

On the Complexity of Bayesian Generalization

Yu-Zhe Shi

Manjie Xu

John E Hopcroft

Kun He

Joshua B. Tenenbaum

...

2023

Understanding embodied reference with touch-line transformer

Yang Li

Xiaoxue Chen

Hao Zhao

Jiangtao Gong

Guyue Zhou

...

2023

Part-level Scene Reconstruction Affords Robot Interaction

Zeyu Zhang

Lexing Zhang

Zaijin Wang

Ziyuan Jiao

Muzhi Han

...

2023

ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors

Advances in Neural Information Processing Systems

Xiaoxuan Ma

Stephan Kaufhold

Jiajun Su

Wentao Zhu

Jack Terwilliger

...

2023/12/15

See List of Professors in Yixin Zhu University(University of California, Los Angeles)

Co-Authors

H-index: 95
song-chun zhu

song-chun zhu

University of California, Los Angeles

H-index: 83
Demetri Terzopoulos

Demetri Terzopoulos

University of California, Los Angeles

H-index: 59
Ying Nian Wu

Ying Nian Wu

University of California, Los Angeles

H-index: 36
Chenfanfu Jiang

Chenfanfu Jiang

University of California, Los Angeles

H-index: 32
Hongjing Lu

Hongjing Lu

University of California, Los Angeles

H-index: 23
Siyuan Huang

Siyuan Huang

University of California, Los Angeles

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