Chen Huajun

About Chen Huajun

Chen Huajun, With an exceptional h-index of 45 and a recent h-index of 41 (since 2020), a distinguished researcher at Zhejiang University, specializes in the field of Knowledge Graph, Natural Language Processing, Knowledge Representation and Machine Reasoning, Big Data.

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

Unified Hallucination Detection for Multimodal Large Language Models

Editing Conceptual Knowledge for Large Language Models

IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus

The Future of Molecular Studies through the Lens of Large Language Models

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition

ChatCell: Facilitating Single-Cell Analysis with Natural Language

Autoact: Automatic agent learning from scratch via self-planning

Chen Huajun Information

University

Position

College of Computer Science

Citations(all)

7052

Citations(since 2020)

5195

Cited By

2640

hIndex(all)

45

hIndex(since 2020)

41

i10Index(all)

157

i10Index(since 2020)

106

Email

University Profile Page

Google Scholar

Chen Huajun Skills & Research Interests

Knowledge Graph

Natural Language Processing

Knowledge Representation and Machine Reasoning

Big Data

Top articles of Chen Huajun

Title

Journal

Author(s)

Publication Date

Unified Hallucination Detection for Multimodal Large Language Models

arXiv preprint arXiv:2402.03190

Xiang Chen

Chenxi Wang

Yida Xue

Ningyu Zhang

Xiaoyan Yang

...

2024/2/5

Editing Conceptual Knowledge for Large Language Models

arXiv preprint arXiv:2403.06259

Xiaohan Wang

Shengyu Mao

Ningyu Zhang

Shumin Deng

Yunzhi Yao

...

2024/3/10

IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus

arXiv preprint arXiv:2402.14710

Honghao Gui

Hongbin Ye

Lin Yuan

Ningyu Zhang

Mengshu Sun

...

2024/2/22

The Future of Molecular Studies through the Lens of Large Language Models

Journal of Chemical Information and Modeling

Jinlu Zhang

Yin Fang

Xin Shao

Huajun Chen

Ningyu Zhang

...

2024/1/19

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

arXiv preprint arXiv:2402.03049

Yixin Ou

Ningyu Zhang

Honghao Gui

Ziwen Xu

Shuofei Qiao

...

2024/2/5

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition

arXiv preprint arXiv:2404.08008

Kehua Feng

Keyan Ding

Kede Ma

Zhihua Wang

Qiang Zhang

...

2024/4/10

ChatCell: Facilitating Single-Cell Analysis with Natural Language

arXiv preprint arXiv:2402.08303

Yin Fang

Kangwei Liu

Ningyu Zhang

Xinle Deng

Penghui Yang

...

2024/2/13

Autoact: Automatic agent learning from scratch via self-planning

arXiv preprint arXiv:2401.05268

Shuofei Qiao

Ningyu Zhang

Runnan Fang

Yujie Luo

Wangchunshu Zhou

...

2024/1/10

Codekgc: Code language model for generative knowledge graph construction

ACM Transactions on Asian and Low-Resource Language Information Processing

Zhen Bi

Jing Chen

Yinuo Jiang

Feiyu Xiong

Wei Guo

...

2024/3/9

Sequence Labeling as Non-autoregressive Dual-Query Set Generation

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Xiang Chen

Lei Li

Yuqi Zhu

Shumin Deng

Chuanqi Tan

...

2024/2/5

When Do Program-of-Thought Works for Reasoning?

Proceedings of the AAAI Conference on Artificial Intelligence

Zhen Bi

Ningyu Zhang

Yinuo Jiang

Shumin Deng

Guozhou Zheng

...

2024/3/24

Learning invariant molecular representation in latent discrete space

NeurIPS 2023

Xiang Zhuang

Qiang Zhang

Keyan Ding

Yatao Bian

Xiao Wang

...

2023/10/22

A comprehensive study of knowledge editing for large language models

Ningyu Zhang

Yunzhi Yao

Bozhong Tian

Peng Wang

Shumin Deng

...

2024/1/2

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

arXiv preprint arXiv:2403.03101

Yuqi Zhu

Shuofei Qiao

Yixin Ou

Shumin Deng

Ningyu Zhang

...

2024/3/5

Weaver: Foundation Models for Creative Writing

arXiv preprint arXiv:2401.17268

Tiannan Wang

Jiamin Chen

Qingrui Jia

Shuai Wang

Ruoyu Fang

...

2024/1/30

Editing language model-based knowledge graph embeddings

Proceedings of the AAAI Conference on Artificial Intelligence

Siyuan Cheng

Ningyu Zhang

Bozhong Tian

Xi Chen

Qingbin Liu

...

2024/3/24

Newton–cotes graph neural networks: On the time evolution of dynamic systems

Advances in Neural Information Processing Systems

Lingbing Guo

Weiqing Wang

Zhuo Chen

Ningyu Zhang

Zequn Sun

...

2024/2/13

Scientific large language models: A survey on biological & chemical domains

arXiv preprint arXiv:2401.14656

Qiang Zhang

Keyang Ding

Tianwen Lyv

Xinda Wang

Qingyu Yin

...

2024/1/26

InstructEdit: Instruction-based Knowledge Editing for Large Language Models

arXiv preprint arXiv:2402.16123

Bozhong Tian

Siyuan Cheng

Xiaozhuan Liang

Ningyu Zhang

Yi Hu

...

2024/2/25

Prompt-fused framework for Inductive Logical Query Answering

arXiv preprint arXiv:2403.12646

Zezhong Xu

Peng Ye

Lei Liang

Huajun Chen

Wen Zhang

2024/3/19

See List of Professors in Chen Huajun University(Zhejiang University)

Co-Authors

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