近期代表作 Publication

• VMD-LSTM-BMA: A hybrid model for enhancing fresh food sales forecasting and uncertainty estimation. Intelligent Data Analysis, 2025

• Empowering Multi-level Classification of Retail Products with Large Language Models. ICEC, 2025 (Best Paper Runner-Up Award)

• Consumer negative opinions on stock returns: evidence from E-commerce reviews in China. Financial Innovation, 2025

• DoubleH: Twitter User Stance Detection via Bipartite Graph Neural Networks. AAAI ICWSM, 2024

• Online Social Behavior Enhanced Detection of Political Stances in Tweets. AAAI ICWSM, 2024

• PsyPrompt: LLM Prompt Patterns for Goal Contents Pursuit on Social Media. IEEE DSAA, 2024

• Suspended accounts align with the Internet Research Agency misinformation campaign to influence the 2016 US election. EPJ Data Science, 2024

• Predicting social media users’ indirect aggression through pre-trained models. PeerJ Computer Science, 2024

• Exploring the investment value of retail sales growth: Evidence from the China Retailer Alliance. Finance Research Letters, 2024

• Political polarization of news media and influencers on Twitter in the 2016 and 2020 US presidential elections. Nature Human Behaviour, 2023

• Predicting Intrinsic and Extrinsic Goal Contents Pursuit on Social Media. Cyberpsychology, Behavior, and Social Networking, 2022

目前课题 Project

• 国家自然科学基金青年项目《基于在线社交网络的立场检测与选举预测研究》 相关问题：大语言模型、社会计算与预测，社交网络用户行为分析

• 中国消费大数据研究院 相关问题：消费大数据分析时间序列预测，零售管理

• 北京市人大预算监督研究基地 相关问题：大数据平台建设，绩效评价，经济运行分析

• 数字经济交叉学科平台专题研究团队 相关问题：数字经济，监测与预测指数，舆情分析

Journal Reviewer and Program Committee

• IEEE Transactions on Neural Networks and Learning Systems

• IEEE Transactions on Computational Social Systems

• IEEE Transactions on Big Data

• Cyberpsychology, Behavior, and Social Networking

• Royal Society Open Science

• Big Data & Society

• International Journal of Public Opinion Research

• Humanities & Social Sciences Communications

• Journal of Computational Social Science

• Journal of Statistical Mechanics: theory and experiment

• The 31st International Conference on Computational Linguistics

• IEEE DSAA 2024 (Special Session on Computational Imaging, Vision, and Language)

• 第十届全国大数据与社会计算学术会议（BDSC 2023）程序委员会委员

• 中国现场统计研究会贝叶斯统计分会常务理事