Chao Zhang

Chao Zhang

Georgia Institute of Technology

H-index: 43

North America-United States

About Chao Zhang

Chao Zhang, With an exceptional h-index of 43 and a recent h-index of 41 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Data-Centric AI, Trustworthy AI, Uncertainty, LLM, Spatiotemporal Modeling.

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

Large language model as attributed training data generator: A tale of diversity and bias

Misconfidence-based demonstration selection for llm in-context learning

Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing

On-Device Video Analysis with LLMs

Toolqa: A dataset for llm question answering with external tools

Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction

The incorporation of acetylated LAP-TGF-β1 proteins into exosomes promotes TNBC cell dissemination in lung micro-metastasis

ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling

Chao Zhang Information

University

Position

Assistant Professor at College of Computing

Citations(all)

8665

Citations(since 2020)

7792

Cited By

2571

hIndex(all)

43

hIndex(since 2020)

41

i10Index(all)

101

i10Index(since 2020)

100

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Chao Zhang Skills & Research Interests

Data-Centric AI

Trustworthy AI

Uncertainty

LLM

Spatiotemporal Modeling

Top articles of Chao Zhang

Title

Journal

Author(s)

Publication Date

Large language model as attributed training data generator: A tale of diversity and bias

Advances in Neural Information Processing Systems

Yue Yu*

Yuchen Zhuang*

Jieyu Zhang*

Yu Meng

Alexander Ratner

...

2023/6/28

Misconfidence-based demonstration selection for llm in-context learning

arXiv preprint arXiv:2401.06301

Shangqing Xu

Chao Zhang

2024/1/12

Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing

arXiv preprint arXiv:2402.19462

Pranav Shetty

Aishat Adeboye

Sonakshi Gupta

Chao Zhang

Rampi Ramprasad

2024/2/29

On-Device Video Analysis with LLMs

Vishnu Jaganathan

Deepak Gouda

Kriti Arora

Mohit Aggarwal

Chao Zhang

2024/2/28

Toolqa: A dataset for llm question answering with external tools

NeurIPS 2023

Yuchen Zhuang

Yue Yu

Kuan Wang

Haotian Sun

Chao Zhang

2023/6/23

Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction

arXiv preprint arXiv:2401.01549

Wei Qian

Chenxu Zhao

Yangyi Li

Fenglong Ma

Chao Zhang

...

2024/1/3

The incorporation of acetylated LAP-TGF-β1 proteins into exosomes promotes TNBC cell dissemination in lung micro-metastasis

Molecular Cancer

Pei Yu

Yubao Han

Lulu Meng

Zengying Tang

Zhiwei Jin

...

2024/12

ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling

arXiv preprint arXiv:2402.13542

Lingxi Zhang

Yue Yu

Kuan Wang

Chao Zhang

2024/2/21

Adaplanner: Adaptive planning from feedback with language models

NeurIPS 2023

Haotian Sun

Yuchen Zhuang

Lingkai Kong

Bo Dai

Chao Zhang

2023/5/26

BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers

arXiv preprint arXiv:2404.18443

Ran Xu

Wenqi Shi

Yue Yu

Yuchen Zhuang

Yanqiao Zhu

...

2024/4/29

A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction

arXiv preprint arXiv:2402.13364

Yinghao Li

Rampi Ramprasad

Chao Zhang

2024/2/20

HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification

arXiv preprint arXiv:2402.01696

Vidit Jain

Mukund Rungta

Yuchen Zhuang

Yue Yu

Zeyu Wang

...

2024/1/24

Treating Cancer through Modulating Exosomal Protein Loading and Function: The Prospects of Natural Products and Traditional Chinese Medicine

Lulu Meng

Chao Zhang

Pei Yu

2024/4/13

May the force be with you: Unified force-centric pre-training for 3d molecular conformations

Advances in Neural Information Processing Systems

Rui Feng

Qi Zhu

Huan Tran

Binghong Chen

Aubrey Toland

...

2024/2/13

TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance

arXiv preprint arXiv:2401.13849

Haorui Wang

Rongzhi Zhang

Yinghao Li

Lingkai Kong

Yuchen Zhuang

...

2024/1/24

ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models

arXiv preprint arXiv:2403.11103

Yuzhao Heng

Chunyuan Deng

Yitong Li

Yue Yu

Yinghao Li

...

2024/3/17

Graph reasoning for question answering with triplet retrieval

arXiv preprint arXiv:2305.18742

Shiyang Li

Yifan Gao

Haoming Jiang

Qingyu Yin

Zheng Li

...

2023/5/30

Uncertainty Quantification in Deep Learning

Lingkai Kong

Harshavardhan Kamarthi

Peng Chen

B Aditya Prakash

Chao Zhang

2023/8/6

Improving consistency for text summarization with energy functions

Qi Zeng

Qingyu Yin

Zheng Li

Yifan Gao

Sreyashi Nag

...

2023/12

Autoregressive diffusion model for graph generation

ICML 2023

Lingkai Kong

Jiaming Cui

Haotian Sun

Yuchen Zhuang

B Aditya Prakash

...

2023/6/15

See List of Professors in Chao Zhang University(Georgia Institute of Technology)

Co-Authors

H-index: 202
Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

H-index: 97
Tarek Abdelzaher

Tarek Abdelzaher

University of Illinois at Urbana-Champaign

H-index: 87
Jimeng Sun

Jimeng Sun

University of Illinois at Urbana-Champaign

H-index: 83
Le Song

Le Song

Georgia Institute of Technology

H-index: 45
Shaowen Wang

Shaowen Wang

University of Illinois at Urbana-Champaign

H-index: 39
Tuo Zhao

Tuo Zhao

Georgia Institute of Technology

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