song-chun zhu

song-chun zhu

University of California, Los Angeles

H-index: 95

North America-United States

About song-chun zhu

song-chun zhu, With an exceptional h-index of 95 and a recent h-index of 64 (since 2020), a distinguished researcher at University of California, Los Angeles, specializes in the field of Computer Vision, Learning, Cognition, Autonomy, Artificial Intelligence.

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

MusicAOG: an Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music

Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning

ProAgent: building proactive cooperative agents with large language models

A reconfigurable data glove for reconstructing physical and virtual grasps

Chameleon: Plug-and-play compositional reasoning with large language models

LLM^ 3: Large Language Model-based Task and Motion Planning with Motion Failure Reasoning

Evaluating and inducing personality in pre-trained language models

Heterogeneous Value Alignment Evaluation for Large Language Models

song-chun zhu Information

University

Position

Professor of Statistics and Computer Science

Citations(all)

39524

Citations(since 2020)

20277

Cited By

26191

hIndex(all)

95

hIndex(since 2020)

64

i10Index(all)

350

i10Index(since 2020)

273

Email

University Profile Page

University of California, Los Angeles

Google Scholar

View Google Scholar Profile

song-chun zhu Skills & Research Interests

Computer Vision

Learning

Cognition

Autonomy

Artificial Intelligence

Top articles of song-chun zhu

Title

Journal

Author(s)

Publication Date

MusicAOG: an Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music

arXiv preprint arXiv:2401.02678

Yikai Qian

Tianle Wang

Xinyi Tong

Xin Jin

Duo Xu

...

2024/1/5

Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning

Advances in Neural Information Processing Systems

Hengli Li

Song-Chun Zhu

Zilong Zheng

2024/2/13

ProAgent: building proactive cooperative agents with large language models

Proceedings of the AAAI Conference on Artificial Intelligence

Ceyao Zhang

Kaijie Yang

Siyi Hu

Zihao Wang

Guanghe Li

...

2024/3/24

A reconfigurable data glove for reconstructing physical and virtual grasps

Engineering

Hangxin Liu

Zeyu Zhang

Ziyuan Jiao

Zhenliang Zhang

Minchen Li

...

2023/3/16

Chameleon: Plug-and-play compositional reasoning with large language models

Advances in Neural Information Processing Systems

Pan Lu

Baolin Peng

Hao Cheng

Michel Galley

Kai-Wei Chang

...

2024/2/13

LLM^ 3: Large Language Model-based Task and Motion Planning with Motion Failure Reasoning

arXiv preprint arXiv:2403.11552

Shu Wang

Muzhi Han

Ziyuan Jiao

Zeyu Zhang

Ying Nian Wu

...

2024/3/18

Evaluating and inducing personality in pre-trained language models

Advances in Neural Information Processing Systems

Guangyuan Jiang

Manjie Xu

Song-Chun Zhu

Wenjuan Han

Chi Zhang

...

2024/2/13

Heterogeneous Value Alignment Evaluation for Large Language Models

Zhaowei Zhang

Ceyao Zhang

Nian Liu

Siyuan Qi

Ziqi Rong

...

2024/2/26

On the Emergence of Symmetrical Reality

Zhenliang Zhang

Zeyu Zhang

Ziyuan Jiao

Yao Su

Hangxin Liu

...

2024/3/16

Learning Energy-Based Prior Model with Diffusion-Amortized MCMC

Advances in Neural Information Processing Systems

Peiyu Yu

Yaxuan Zhu

Sirui Xie

Xiaojian Shawn Ma

Ruiqi Gao

...

2024/2/13

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

CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents

arXiv preprint arXiv:2401.10568

Siyuan Qi

Shuo Chen

Yexin Li

Xiangyu Kong

Junqi Wang

...

2024/1/19

Learning non-Markovian Decision-Making from State-only Sequences

Advances in Neural Information Processing Systems

Aoyang Qin

Feng Gao

Qing Li

Song-Chun Zhu

Sirui Xie

2024/2/13

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

Science Advances

Chi Zhang

Baoxiong Jia

Yixin Zhu

Song-Chun Zhu

2024/4/19

Large language models are in-context semantic reasoners rather than symbolic reasoners

arXiv preprint arXiv:2305.14825

Xiaojuan Tang

Zilong Zheng

Jiaqi Li

Fanxu Meng

Song-Chun Zhu

...

2023/5/24

The tong test: Evaluating artificial general intelligence through dynamic embodied physical and social interactions

Engineering

Yujia Peng

Jiaheng Han

Zhenliang Zhang

Lifeng Fan

Tengyu Liu

...

2023/8/9

ARNOLD: A benchmark for language-grounded task learning with continuous states in realistic 3D scenes

arXiv preprint arXiv:2304.04321

Ran Gong*

Jiangyong Huang*

Yizhou Zhao

Haoran Geng

Xiaofeng Gao

...

2023/4/9

Ai alignment: A comprehensive survey

Jiaming Ji

Tianyi Qiu

Boyuan Chen

Borong Zhang

Hantao Lou

...

2023/10/30

On the Paradox of Generalizable Logical Reasoning in Large Language Models

Xiaojuan Tang

Zilong Zheng

Jiaqi Li

Fanxu Meng

Song-Chun Zhu

...

2023/10/13

5 D Sketch and Depth Maps

Song-Chun Zhu

Ying Nian Wu

2023/3/15

See List of Professors in song-chun zhu University(University of California, Los Angeles)

Co-Authors

H-index: 73
Zhuowen Tu

Zhuowen Tu

University of California, San Diego

H-index: 59
Ying Nian Wu

Ying Nian Wu

University of California, Los Angeles

H-index: 33
Adrian Barbu

Adrian Barbu

Florida State University

H-index: 32
Hongjing Lu

Hongjing Lu

University of California, Los Angeles

H-index: 31
Tianfu Wu

Tianfu Wu

North Carolina State University

H-index: 31
Yixin Zhu

Yixin Zhu

University of California, Los Angeles

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