毛文吉｜中国科学院大学｜学者主页

2026

Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents

Minzheng Wang, Run Luo, Yan-Bo Wang, Zi-Chen Liu, Yuqiao Tan, Tao Tan, Xu Nan, Yinhe Zheng, Wenji Mao

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Adaptive Thinking via Mode Policy Optimization for Social Language Agents

Minzheng Wang, Yong-Bin Li, Haobo Wang, Xinghua Zhang, Nan Xu, Bingli Wu, Fei Huang, Haiyang Yu, Wenji Mao

arXiv.org

DOI

2025

ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation

Yuan Tian, Minzheng Wang, Nan Xu, Wenji Mao

North American Chapter of the Association for Computational Linguistics

DOI

2025

One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling

Zhao-Xin Yu, Xinglin Xiao, Wenji Mao

North American Chapter of the Association for Computational Linguistics

DOI

2024

Efficient Spiking Variational Graph Autoencoders for Unsupervised Graph Representation Learning Tasks

Hanxuan Yang, Qingchao Kong, Ruike Zhang, Wenji Mao

IEEE Intelligent Systems

DOI

2024

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling

Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yong-Bin Li

Annual Meeting of the Association for Computational Linguistics

DOI

2023

A cognitive emotion model enhanced sequential method for social emotion cause identification

Xinglin Xiao, Wenji Mao, Ying Sun, Daniel Zeng

Information Processing & Management，Vol. 60, No. 3

DOI

2023

Controllable News Comment Generation based on Attribute Level Contrastive Learning

Hanyi Zou, Nan Xu, Qingchao Kong, Wenji Mao

IEEE International Conference on Intelligence and Security Informatics (ISI)

DOI

2021

A Central Opinion Extraction Framework for Boosting Performance on Sentiment Analysis

Yuan Tian, Nan Xu, Wenji Mao, Yin Luo

IEEE International Conference on Intelligence and Security Informatics (ISI)

DOI

2021

Boosting Hidden Graph Node Classification for Large Social Networks

Hanxuan Yang, Qingchao Kong, Wenji Mao, Lei Wang

IEEE International Conference on Intelligence and Security Informatics (ISI)

DOI

2020

MDA: Multimodal Data Augmentation Framework for Boosting Performance on Sentiment/Emotion Classification Tasks

Nan Xu, Wenji Mao, Penghui Wei, Daniel Dajun Zeng

IEEE Intelligent Systems

DOI

2019

Context-Aware Multi-View Attention Networks for Emotion Cause Extraction

Xinglin Xiao, Penghui Wei, Wenji Mao, Lei Wang

IEEE International Conference on Intelligence and Security Informatics (ISI)

DOI

2019

A topic enhanced approach to detecting multiple standpoints in web texts

Junjie Lin, Qingchao Kong, Wenji Mao, Lei Wang

Information Sciences

DOI

2018

面向社会事件的半监督自训练多方立场分析

林俊杰，王磊，毛文吉

《模式识别与人工智能》

2018

NPP: A neural popularity prediction model for social media content

Guandan Chen, Qingchao Kong, Nan Xu, Wenji Mao

Neurocomputing

DOI

2018

Joint Learning with Keyword Extraction for Event Detection in Social Media

Guandan Chen, Wenji Mao, Qingchao Kong, Han Han

IEEE International Conference on Intelligence and Security Informatics (ISI)

DOI

2018

A Partition and Interaction Combined Model for Social Event Popularity Prediction

Guandan Chen, Qingchao Kong, Wenji Mao, Daniel Dajun Zeng

IEEE International Conference on Intelligence and Security Informatics (ISI)

DOI

2018

A Target-Guided Neural Memory Model for Stance Detection in Twitter

Penghui Wei, Wenji Mao, Daniel Dajun Zeng

DOI

2018

MNRD: A Merged Neural Model For Rumor Detection In Social Media

Nan Xu, Guandan Chen, Wenji Mao

DOI

2017

一种基于OCC模型的文本情感挖掘方法

皇甫璐雯，毛文吉

《智能系统学报》

2017

An Enhanced Topic Modeling Approach to Multiple Stance Identification

Junjie Lin, Wenji Mao, Yuhao Zhang

DOI

2017

Personality-based refinement for sentiment classification in microblog

Junjie Lin, Wenji Mao, Daniel Dajun Zeng

Knowledge-Based Systems

DOI

2015

社交网站中用户评论行为预测

孔庆超，毛文吉，张育浩

《智能系统学报》

2014

社会计算:理论与方法专刊前言

毛文吉，王飞跃，罗铁坚

《软件学报》

2014

基于动态演化的讨论帖流行度预测

孔庆超，毛文吉

《软件学报》

2012

Mining actionable behavioral rules

Peng Su, Wenji Mao, Daniel Zeng, Huimin Zhao

Decision Support Systems

DOI

2010

社会计算的意义、发展与研究状况

王飞跃，曾大军，毛文吉

《数据与计算发展前沿(中英文)》

2010

面向领域开源文本的因果知识提取

李悦群，毛文吉，王飞跃

《计算机工程与科学》

2009

Performance Evaluation of Machine Learning Methods in Cultural Modeling

李晓晨，毛文吉，曾大军，苏鹏，王飞跃

Journal of Computer Science & Technology

2009

Exploring Social Annotations with the Application to Web Page Recommendation

李慧倩，夏粉，曾大军，王飞跃，毛文吉

Journal of Computer Science & Technology

2008

多智能体交互环境下的社会推理计算模型

毛文吉

《模式识别与人工智能》

2008

基于MASIM的社会推理与计算系统

毛文吉

《系统科学与数学》

2008

基于开源软件的有向图研究

李慧倩，曾大军，郑晓龙，王飞跃，毛文吉

《复杂系统与复杂性科学》

2007

开源软件的复杂网络分析及建模

郑晓龙，曾大军，李慧倩，毛文吉，王飞跃，戴汝为

《复杂系统与复杂性科学》

2007

传染病信息学和症状监测

曾大军，戴汝为，王飞跃，毛文吉，王全意

《科技导报》

1997

存储与处理合一的智能系统

毛文吉，熊竞，董占球

《计算机研究与发展》

1991

台风预报专家系统

毛文吉，金海东

《计算机研究与发展》

T HINK ON YOUR F EET : A DAPTIVE T HINKING VIA R E - INFORCEMENT L EARNING FOR S OCIAL A GENTS

Minzheng Wang, Yong-Bin Li, Haobo Wang, Xinghua Zhang, Nan Xu, Bingli Wu, Fei Huang, Haiyang Yu, Wenji Mao

精选作品

期刊论文

Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents

Adaptive Thinking via Mode Policy Optimization for Social Language Agents

ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation

One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling

Efficient Spiking Variational Graph Autoencoders for Unsupervised Graph Representation Learning Tasks

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling

A cognitive emotion model enhanced sequential method for social emotion cause identification

Controllable News Comment Generation based on Attribute Level Contrastive Learning

A Central Opinion Extraction Framework for Boosting Performance on Sentiment Analysis

Boosting Hidden Graph Node Classification for Large Social Networks

MDA: Multimodal Data Augmentation Framework for Boosting Performance on Sentiment/Emotion Classification Tasks

Context-Aware Multi-View Attention Networks for Emotion Cause Extraction

A topic enhanced approach to detecting multiple standpoints in web texts

面向社会事件的半监督自训练多方立场分析

NPP: A neural popularity prediction model for social media content

Joint Learning with Keyword Extraction for Event Detection in Social Media

A Partition and Interaction Combined Model for Social Event Popularity Prediction

A Target-Guided Neural Memory Model for Stance Detection in Twitter

MNRD: A Merged Neural Model For Rumor Detection In Social Media

一种基于OCC模型的文本情感挖掘方法

An Enhanced Topic Modeling Approach to Multiple Stance Identification

Personality-based refinement for sentiment classification in microblog

社交网站中用户评论行为预测

社会计算:理论与方法专刊前言

基于动态演化的讨论帖流行度预测

Mining actionable behavioral rules

社会计算的意义、发展与研究状况

面向领域开源文本的因果知识提取

Performance Evaluation of Machine Learning Methods in Cultural Modeling

Exploring Social Annotations with the Application to Web Page Recommendation

多智能体交互环境下的社会推理计算模型

基于MASIM的社会推理与计算系统

基于开源软件的有向图研究

开源软件的复杂网络分析及建模

传染病信息学和症状监测

存储与处理合一的智能系统

台风预报专家系统

T HINK ON YOUR F EET : A DAPTIVE T HINKING VIA R E - INFORCEMENT L EARNING FOR S OCIAL A GENTS

会议论文

Recognize User Intents in Online Interactions from Massive Social Media Data

A Residual Merged Neutral Network for Multimodal Sentiment Analysis

POPULARITY PREDICTION BASED ON INTERACTIONS OF ONLINE CONTENTS

社会计算发展研究

社会计算对社会学领域的推动作用

研究方向