Haiyan Zhao

Haiyan Zhao

Peking University

H-index: 20

Asia-China

About Haiyan Zhao

Haiyan Zhao, With an exceptional h-index of 20 and a recent h-index of 12 (since 2020), a distinguished researcher at Peking University,

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

Explainability for large language models: A survey

A Comprehensive Evaluation on Event Reasoning of Large Language Models

Opening the Black Box of Large Language Models: Two Views on Holistic Interpretability

MEEL: Multi-Modal Event Evolution Learning

Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?

The impact of reasoning step length on large language models

Usable xai: 10 strategies towards exploiting explainability in the llm era

Haiyan Zhao Information

University

Position

___

Citations(all)

2008

Citations(since 2020)

521

Cited By

2447

hIndex(all)

20

hIndex(since 2020)

12

i10Index(all)

31

i10Index(since 2020)

14

Email

University Profile Page

Peking University

Google Scholar

View Google Scholar Profile

Top articles of Haiyan Zhao

Title

Journal

Author(s)

Publication Date

Explainability for large language models: A survey

ACM Transactions on Intelligent Systems and Technology

Haiyan Zhao

Hanjie Chen

Fan Yang

Ninghao Liu

Huiqi Deng

...

2024/2/22

A Comprehensive Evaluation on Event Reasoning of Large Language Models

arXiv preprint arXiv:2404.17513

Zhengwei Tao

Zhi Jin

Yifan Zhang

Xiancai Chen

Xiaoying Bai

...

2024/4/26

Opening the Black Box of Large Language Models: Two Views on Holistic Interpretability

arXiv preprint arXiv:2402.10688

Haiyan Zhao

Fan Yang

Himabindu Lakkaraju

Mengnan Du

2024/2/16

MEEL: Multi-Modal Event Evolution Learning

arXiv preprint arXiv:2404.10429

Zhengwei Tao

Zhi Jin

Junqiang Huang

Xiancai Chen

Xiaoying Bai

...

2024/4/16

Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback

arXiv preprint arXiv:2401.05695

Chengfeng Dou

Zhi Jin

Wenpin Jiao

Haiyan Zhao

Yongqiang Zhao

...

2024/1/11

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?

arXiv preprint arXiv:2404.07066

Mingyu Jin

Qinkai Yu

Jingyuan Huang

Qingcheng Zeng

Zhenting Wang

...

2024/4/10

The impact of reasoning step length on large language models

arXiv preprint arXiv:2401.04925

Mingyu Jin

Qinkai Yu

Haiyan Zhao

Wenyue Hua

Yanda Meng

...

2024/1/10

Usable xai: 10 strategies towards exploiting explainability in the llm era

Xuansheng Wu

Haiyan Zhao

Yaochen Zhu

Yucheng Shi

Fan Yang

...

2024/3/13

MHRE: Multivariate link prediction method for medical hyper-relational facts

Applied Intelligence

Weiguang Wang

Xuanyi Zhang

Juan Zhang

Wei Cai

Haiyan Zhao

...

2024/1/4

Mdpg: a novel multi-disease diagnosis prediction method based on patient knowledge graphs

Health Information Science and Systems

Weiguang Wang

Yingying Feng

Haiyan Zhao

Xin Wang

Ruikai Cai

...

2024/3/2

Perception field based imitation learning for unlabeled multi-agent pathfinding

Science China Information Sciences

Wenjie Chu

Ailun Yu

Wei Zhang

Haiyan Zhao

Zhi Jin

2024/5

Plug-and-Play Medical Dialogue System

arXiv preprint arXiv:2305.11508

Chengfeng Dou

Zhi Jin

Wenping Jiao

Haiyan Zhao

Zhenwei Tao

...

2023/5/19

Plugmed: Improving specificity in patient-centered medical dialogue generation using in-context learning

Chengfeng Dou

Zhi Jin

Wenpin Jiao

Haiyan Zhao

Yongqiang Zhao

...

2023/12

Mitigating Shortcuts in Language Models with Soft Label Encoding

arXiv preprint arXiv:2309.09380

Zirui He

Huiqi Deng

Haiyan Zhao

Ninghao Liu

Mengnan Du

2023/9/17

UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning

Zhengwei Tao

Zhi Jin

Haiyan Zhao

Chengfeng Dou

Yongqiang Zhao

...

2023/7

SEAG: Structure-Aware Event Causality Generation

Zhengwei Tao

Zhi Jin

Xiaoying Bai

Haiyan Zhao

Chengfeng Dou

...

2023/7

Eveval: A comprehensive evaluation of event semantics for large language models

arXiv preprint arXiv:2305.15268

Zhengwei Tao

Zhi Jin

Xiaoying Bai

Haiyan Zhao

Yanlin Feng

...

2023/5/24

Massive shape formation in grid environments

IEEE Transactions on Automation Science and Engineering

Wenjie Chu

Wei Zhang

Haiyan Zhao

Zhi Jin

Hong Mei

2022/7/1

Goal-oriented Knowledge Reuse via Curriculum Evolution for Reinforcement Learning-based Adaptation

Jialong Li

Mingyue Zhang

Zhenyu Mao

Haiyan Zhao

Zhi Jin

...

2022/12/6

A Taxonomy for Architecting Safe Autonomous Unmanned Systems

Yixing Luo

Haiyan Zhao

Zhi Jin

2022/6/11

See List of Professors in Haiyan Zhao University(Peking University)