| 2026 | ACL | DUET: Joint Exploration of User-Item Profiles in Recommendation System. | Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yifei Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang |
| 2026 | ACL | d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models. | Leyi Pan, Shuchang Tao, Yunpeng Zhai, Zheyu Fu, Liancheng Fang, Minghua He, Lingzhe Zhang, Zhaoyang Liu, Bolin Ding, Aiwei Liu, Lijie Wen |
| 2026 | ICSE | Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism. | Lingzhe Zhang, Tong Jia, Yunpeng Zhai, Leyi Pan, Chiming Duan, Minghua He, Pei Xiao, Ying Li |
| 2026 | ICSE | Generality Is Not Enough: Zero-Label Cross-System Log-Based Anomaly Detection via Knowledge-Level Collaboration. | Xinlong Zhao, Tong Jia, Minghua He, Ying Li |
| 2026 | WWW | VarParser: Unleashing the Neglected Power of Variables for LLM-based Log Parsing. | Jinrui Sun, Tong Jia, Minghua He, Ying Li |
| 2025 | EMNLP | ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation. | Minghua He, Yue Chen, Fangkai Yang, Pu Zhao, Wenjie Yin, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang |
| 2025 | ICSE | Weakly-Supervised Log-Based Anomaly Detection with Inexact Labels via Multi-Instance Learning. | Minghua He, Tong Jia, Chiming Duan, Huaqian Cai, Ying Li, Gang Huang |
| 2025 | ISSRE | CSLParser: A Collaborative Framework Using Small and Large Language Models for Log Parsing. | Weijie Hong, Yifan Wu, Lingzhe Zhang, Chiming Duan, Pei Xiao, Minghua He, Xixuan Yang, Ying Li |
| 2025 | ISSRE | ZeroLog: Zero-Label Generalizable Cross-System Log-based Anomaly Detection. | Xinlong Zhao, Tong Jia, Minghua He, Ying Li, Gang Huang |
| 2024 | ISSRE | LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events. | Minghua He, Tong Jia, Chiming Duan, Huaqian Cai, Ying Li, Gang Huang |
| 2023 | ICANN | Mining and Injecting Legal Prior Knowledge to Improve the Generalization Ability of Neural Networks in Chinese Judgments. | Yaying Chen, Ji Ma, Nanfei Gu, Xintong Wang, Minghua He |
| 2023 | ICANN | FAIR: A Causal Framework for Accurately Inferring Judgments Reversals. | Minghua He, Nanfei Gu, Yuntao Shi, Qionghui Zhang, Yaying Chen |
| 2013 | IJCAI | An Intelligent Broker Agent for Energy Trading: An MDP Approach. | Rodrigue Talla Kuate, Minghua He, Maria Chli, Hai H. Wang |
| 2013 | KSEM | A Knowledge Based System of Principled Negotiation for Complex Business Contract. | Xudong Luo, Kwang Mong Sim, Minghua He |
| 2011 | IJCAI | AstonCAT-Plus: An Efficient Specialist for the TAC Market Design Tournament. | Meng Chang, Minghua He, Xudong Luo |
| 2010 | ECAI | Designing a Successful Adaptive Agent for TAC Ad Auction. | Meng Chang, Minghua He, Xudong Luo |
| 2005 | IJCAI | Designing and Evaluating an Adaptive Trading Agent for Supply Chain Management. | Minghua He, Alex Rogers, Esther David, Nicholas R. Jennings |
| 2005 | IJCAI | Trading Strategies for Markets: A Design Framework and Its Application. | Perukrishnen Vytelingum, Rajdeep K. Dash, Minghua He, Adam M. Sykulski, Nicholas R. Jennings |
| 2002 | ECAI | SouthamptonTAC: Designing a Successful Trading Agent. | Minghua He, Nicholas R. Jennings |
| 2001 | SMC | An agent bidding strategy based on fuzzy logic in a continuous double auction. | Minghua He, Ho-fung Leung |