Publications

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation

Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang

Findings of Conference on Association for Computational Linguistics (ACL) 2025, 2025. CCF A PDF GitHub

T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems

Ming Wang, Wenfang Wu, Daling Wang, Shi Feng, Yifei Zhang

Journal of Artificial Intelligence Research, 2025. JCR Q2 PDF GitHub

Sentiment Triplet Extraction with Multi-view Contrastive Learning

Wenfang Wu, Daling Wang, Ming Wang, Shi Feng, Yifei Zhang

IEEE Transactions on Affective Computing, 2024. JCR Q1 PDF

Is Mamba Effective for Time Series Forecasting?

Zihan Wang, Fanheng Kong, Shi Feng, Ming Wang, Han Zhao, Daling Wang, Yifei Zhang

Neurocomputing, 2025. JCR Q1 PDF GitHub

MM-InstructEval: Zero-Shot Evaluation of (Multimodal) Large Language Models on Multimodal Reasoning Tasks

Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria

Information Fusion, 2025. JCR Q1 PDF GitHub

LLM-Based Empathetic Response Through Psychologist-Agent Debate

Yijie Wu, Shi Feng, Ming Wang, Daling Wang, Yifei Zhang

Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, 2024. CCF C

FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models

Huaiwen Zhang, Yu Chen, Ming Wang, Shi Feng

International Conference on Intelligent Computing, 2024. CCF C PDF GitHub

Generative Link Tree: A Counterfactual Explanation Generation Approach with High Data Fidelity

Ming Wang, Wenfang Wu, Daling Wang, Shi Feng, Yifei Zhang

Computer Science, 2022. CCF T2 PDF

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts

Ming Wang, Yuanzhong Liu, Xiaoyu Liang, Yijie Huang, Daling Wang, Xiaocui Yang, Sijia Shen, Shi Feng, Xiaoming Zhang, Chaofeng Guan, Yifei Zhang

arXiv, 2024. e-print PDF GitHub

LangGPT: Rethinking Structured Reusable Prompt Design Framework for LLMs from the Programming Language

Ming Wang, Yuanzhong Liu, Xiaoming Zhang, Songlian Li, Yijie Huang, Chi Zhang, Daling Wang, Shi Feng, Jigang Li

arXiv, 2024. e-print PDF GitHub

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering

Xiaoming Zhang*, Ming Wang*, Xiaocui Yang*, Daling Wang, Shi Feng, Yifei Zhang

arXiv, 2024. e-print PDF

Language Models as Continuous Self-Evolving Data Engineers

Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

arXiv, 2024. e-print PDF

RoCar: A Relationship Network-based Evaluation Method to Large Language Models

Ming Wang, Wenfang Wu, Chongyun Gao, Daling Wang, Shi Feng, Yifei Zhang

arXiv, 2023. e-print PDF GitHub