| 2026 | ACL | Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents. | Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Mingzhe Xing, Datao You |
| 2026 | IWQoS | DMKG: DDoS Defense Enhanced by Multimodal Knowledge Graph Data. | Jialin Niu, Mingzhe Xing, Lei Zhang, Da An, Yong Cui |
| 2025 | AAAI | MMGDreamer: Mixed-Modality Graph for Geometry-Controllable 3D Indoor Scene Generation. | Zhifei Yang, Keyang Lu, Chao Zhang, Jiaxing Qi, Hanqi Jiang, Ruifei Ma, Shenglin Yin, Yifan Xu, Mingzhe Xing, Zhen Xiao, Jieyi Long, Xiangde Liu, Guangyao Zhai |
| 2025 | ECAI | CCMPlus: Leveraging Latent Causal Relationships Among Web Services for Traffic Prediction. | Chang Tian, Mingzhe Xing, Zenglin Shi, Matthew B. Blaschko, Yinliang Yue, Marie-Francine Moens |
| 2024 | EMNLP | A Generic Method for Fine-grained Category Discovery in Natural Language Texts. | Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens |
| 2024 | KDD | Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. | Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao |
| 2024 | WWW | SPRING: Improving the Throughput of Sharding Blockchain via Deep Reinforcement Learning Based State Placement. | Pengze Li, Mingxuan Song, Mingzhe Xing, Zhen Xiao, Qiuyu Ding, Shengjie Guan, Jieyi Long |
| 2023 | KDD | A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning. | Mingzhe Xing, Hangyu Mao, Shenglin Yin, Lichen Pan, Zhengchao Zhang, Zhen Xiao, Jieyi Long |
| 2022 | IJCAI | Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning. | Mingzhe Xing, Hangyu Mao, Zhen Xiao |
| 2021 | KDD | Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value. | Mingzhe Xing, Shuqing Bian, Wayne Xin Zhao, Zhen Xiao, Xingji Luo, Cunxiang Yin, Jing Cai, Yancheng He |
| 2020 | ICSE | Detection of hidden feature requests from massive chat messages via deep siamese network. | Lin Shi, Mingzhe Xing, Mingyang Li, Yawen Wang, Shoubin Li, Qing Wang |