Wayne Xin Zhao

About Wayne Xin Zhao

Wayne Xin Zhao, With an exceptional h-index of 53 and a recent h-index of 52 (since 2020), a distinguished researcher at Renmin University of China, specializes in the field of Recommender System, Natural Language Processing, Large Language Model.

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

A survey on large language model based autonomous agents

EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention

ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting

A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation

Compression Image Dataset Based on Multiple Matrix Product States

Large language models are zero-shot rankers for recommender systems

Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

Less is More: Data Value Estimation for Visual Instruction Tuning

Wayne Xin Zhao Information

University

Position

Professor

Citations(all)

14837

Citations(since 2020)

12274

Cited By

4853

hIndex(all)

53

hIndex(since 2020)

52

i10Index(all)

140

i10Index(since 2020)

133

Email

University Profile Page

Google Scholar

Wayne Xin Zhao Skills & Research Interests

Recommender System

Natural Language Processing

Large Language Model

Top articles of Wayne Xin Zhao

EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention

arXiv preprint arXiv:2403.17729

2024/3/26

ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting

arXiv preprint arXiv:2403.14312

2024/3/21

A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation

arXiv preprint arXiv:2403.13574

2024/3/20

Compression Image Dataset Based on Multiple Matrix Product States

2024/3/17

Wayne Xin Zhao
Wayne Xin Zhao

H-Index: 24

Ji-Rong Wen
Ji-Rong Wen

H-Index: 39

Large language models are zero-shot rankers for recommender systems

2024

Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

arXiv preprint arXiv:2403.09792

2024/3/14

Less is More: Data Value Estimation for Visual Instruction Tuning

arXiv preprint arXiv:2403.09559

2024/3/14

The 2nd Workshop on Recommendation with Generative Models

arXiv preprint arXiv:2403.04399

2024/3/7

Sequence-level Semantic Representation Fusion for Recommender Systems

arXiv preprint arXiv:2402.18166

2024/2/28

Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with Gradient-based Model Optimizers

arXiv preprint arXiv:2402.17564

2024/2/27

REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering

arXiv preprint arXiv:2402.17497

2024/2/27

BASES: Large-scale Web Search User Simulation with Large Language Model based Agents

arXiv preprint arXiv:2402.17505

2024/2/27

An Integrated Data Processing Framework for Pretraining Foundation Models

arXiv preprint arXiv:2402.16358

2024/2/26

KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph

arXiv preprint arXiv:2402.11163

2024/2/17

Evaluating and improving tool-augmented computation-intensive math reasoning

Advances in Neural Information Processing Systems

2024/2/13

Dense text retrieval based on pretrained language models: A survey

ACM Transactions on Information Systems

2024/2/9

Improving large language models via fine-grained reinforcement learning with minimum editing constraint

arXiv preprint arXiv:2401.06081

2024/1/11

Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis

arXiv preprint arXiv:2401.04997

2024/1/10

Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning

arXiv preprint arXiv:2401.03563

2024/1/7

See List of Professors in Wayne Xin Zhao University(Renmin University of China)

Co-Authors

academic-engine