王磊｜中国矿业大学｜学者主页

2026

LLM Agents as Social Scientists: A Human-AI Collaborative Platform for Social Science Automation

Lei Wang, Yuan-Zi Li, Jinchao Wu, Heyang Gao, Xiao-He Bo, Xu Chen, Ji-Rong Wen

arXiv.org

DOI

2026

Understanding Reliability in LLM-based Human Behavior Simulation

Pei-Wen Wang, Lei Wang, Yuan-Zi Li, Xu Chen

2026

Benchmarking LLMs for Community Governance Simulation with Life-history Narratives

Xu Chen, Yuan-Zi Li, Lei Wang, Nan Lu, Yang Wang, Andi Wang, Lei Shi, Xiao-Xing Fu, Jia-Ning Wen

arXiv.org

DOI

2026

Divergence Meets Consensus: A Multi-Source Negative Sampling Framework for Sequential Recommendation

Yuan-Zi Li, Ling-Jie Wang, Jing-Yu Zhao, Zi-Hang Tian, Yuhang Wang, Lei Wang, Xu Chen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2026

SCBO: Semantically Coherent Batching and Ordering for LLM-Based Social Surveys

Yuan-Zi Li, Ling-Jie Wang, Zi-Hang Tian, Lei Wang, Xu Chen

2026

Adaptive Resource Allocation for Effective and Efficient LLM Social Survey Simulation

Yuan-Zi Li, Xue-Yang Feng, Jun-Hao Wang, Lei Wang, Xu Chen

2026

Analyzing and Correcting Benevolence Bias in Large Language Models

Yuan-Zi Li, Jun-Hao Wang, Minghui Liu, Bo-Yi Li, Bing Chen, Zi-Hang Tian, Jing-Yu Zhao, Yu-han Wang, Lei Wang, Pei-Wen Wang, Jinchao Wu, Xu Chen

2026

面向隐私敏感物联网数据的联邦学习双向通信压缩

王磊，周文轩，贾柠晖，屈志昊

《计算机应用》

2026

多层超网络聚合的个性化联邦学习算法

李阳，姜毅，陈帅，闫世超，王磊，马礼

《计算机工程》

2025

Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents

Lei Wang, Zhe-Qing Zhang, Xu Chen

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Explainable Recommendation with Simulated Human Feedback

Jia-Kai Tang, Jing-Sen Zhang, Zi-Hang Tian, Xue-Yang Feng, Lei Wang, Xu Chen

ACM Trans. Inf. Syst.

DOI

2025

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models

Lei Wang, Heyang Gao, Xiao-He Bo, Xu Chen, Ji-Rong Wen

arXiv.org

DOI

2025

Improving Retrospective Language Agents via Joint Policy Gradient Optimization

Xue-Yang Feng, Bo Lan, Quan-Yu Dai, Lei Wang, Jia-Kai Tang, Xu Chen, Zhen-Hua Dong, Ji-Rong Wen

North American Chapter of the Association for Computational Linguistics

DOI

2025

YuLan-Chat:基于多阶段课程学习的大语言模型

周昆，朱余韬，陈志朋，毛科龙，陈文通，陈昱硕，孙一丁，曹乾，王磊，张蕾，庞新程，谢曙方，赵鑫，窦志成，林衍凯，毛佳昕，宋睿华，陈旭，徐君，胡迪，严睿，黄文炳，魏哲巍，文继荣

《计算机学报》

2024

Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework

Lei Wang, Xu Chen, Zhen-Hua Dong, Quan-Yu Dai

AAAI Conference on Artificial Intelligence

DOI

2024

Causally Debiased Time-aware Recommendation

Lei Wang, Chen Ma, Xian Wu, Zhaopeng Qiu, Ye-Feng Zheng, Xu Chen

The Web Conference

DOI

2024

GenSim: A General Social Simulation Platform with Large Language Model based Agents

Jia-Kai Tang, Heyang Gao, Xu-Chen Pan, Lei Wang, Hao-Ran Tan, Dawei Gao, Yu-Shuo Chen, Xu Chen, Yankai Lin, Yaliang Li, Bo-Lin Ding, Jing-Ren Zhou, Jun Wang, J. Wen

North American Chapter of the Association for Computational Linguistics

DOI

2024

Reflective Multi-Agent Collaboration based on Large Language Models

Xiao-He Bo, Ze-Yu Zhang, Quan-Yu Dai, Xue-Yang Feng, Lei Wang, Rui Li, Xu Chen, Ji-Rong Wen

Neural Information Processing Systems

DOI

2023

Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems

Lanling Xu, Zhen Tian, Gaowei Zhang, Jun-Jie Zhang, Lei Wang, Bo-Wen Zheng, Yifan Li, Jia-Kai Tang, Ze-Yu Zhang, Yupeng Hou, Xingyu Pan, W. Zhao, Xu Chen, Ji-Rong Wen

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2023

A survey on large language model based autonomous agents

Lei Wang, Chengbang Ma, Xue-Yang Feng, Ze-Yu Zhang, Hao-ran Yang, Jing-Sen Zhang, Zhi-Yang Chen, Jia-Kai Tang, Xu Chen, Yan-Kai Lin, W. Zhao, Zhe-Wei Wei, Ji-Rong Wen

Frontiers of Computer Science

DOI

2023

User Behavior Simulation with Large Language Model-based Agents

Lei Wang, Jing-Sen Zhang, Hao Yang, Zhi-Yuan Chen, Jia-Kai Tang, Ze-Yu Zhang, Xu Chen, Yan-Kai Lin, Hao Sun, Rui-Hua Song, Xin Zhao, Jun Xu, Zhicheng Dou, Jun Wang, Ji-Rong Wen

ACM Trans. Inf. Syst.

DOI

2023

Recommendation with Dynamic Natural Language Explanations

Xi Li, Jing-Sen Zhang, Xiao-He Bo, Lei Wang, Xu Chen

IEEE International Joint Conference on Neural Network

DOI

2023

REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths

Xu Chen, Jing-Sen Zhang, Lei Wang, Quan-Yu Dai, Zhen-Hua Dong, Ruiming Tang, Rui Zhang, Li Chen, Xin Zhao, Ji-Rong Wen

Neural Information Processing Systems

DOI

2022

Recommendation with User Active Disclosing Willingness

Lei Wang, Xu Chen, Quan-Yu Dai, Zhen-Hua Dong

arXiv.org

DOI

2021

基于块对角化表示的多视角字典对学习

张帆，贺文琪，姬红兵，李丹萍，王磊

《计算机科学》

2021

一种基于增强图卷积神经网络的协同推荐模型

王磊，熊于宁，李云鹏，刘媛媛

《计算机研究与发展》

王磊

精选作品

期刊论文

LLM Agents as Social Scientists: A Human-AI Collaborative Platform for Social Science Automation

Understanding Reliability in LLM-based Human Behavior Simulation

Benchmarking LLMs for Community Governance Simulation with Life-history Narratives

Divergence Meets Consensus: A Multi-Source Negative Sampling Framework for Sequential Recommendation

SCBO: Semantically Coherent Batching and Ordering for LLM-Based Social Surveys

Adaptive Resource Allocation for Effective and Efficient LLM Social Survey Simulation

Analyzing and Correcting Benevolence Bias in Large Language Models

面向隐私敏感物联网数据的联邦学习双向通信压缩

多层超网络聚合的个性化联邦学习算法

Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents

Explainable Recommendation with Simulated Human Feedback

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models

Improving Retrospective Language Agents via Joint Policy Gradient Optimization

YuLan-Chat:基于多阶段课程学习的大语言模型

Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework

Causally Debiased Time-aware Recommendation

GenSim: A General Social Simulation Platform with Large Language Model based Agents

Reflective Multi-Agent Collaboration based on Large Language Models

Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems

A survey on large language model based autonomous agents

User Behavior Simulation with Large Language Model-based Agents

Recommendation with Dynamic Natural Language Explanations

REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths

Recommendation with User Active Disclosing Willingness

基于块对角化表示的多视角字典对学习

一种基于增强图卷积神经网络的协同推荐模型