研究领域
1.工业智能体：大模型、迁移学习等在工业生产中的应用
2.工业过程智能感知与决策：基于深度迁移学习的工业过程监测及故障诊断
3.AI4S：基于智能体、大模型的新材料筛选
教育背景
2019 - 2023：Texas A&M University，Industrial Engineering，博士
2016 - 2019：浙江大学，控制工程，硕士
2010 - 2014：武汉大学，能源动力系统及自动化，学士
科研项目及奖励
国家自然科学基金青年科学基金项目：面向变工况过程故障诊断的强化指引深度迁移学习方法，2026 -2028
广东省卓越人工智能与机器人奖（Xair奖）科技进步一等奖，2025, 2/11
招收研究生
招收计算机、软件工程、自动化、电气等相关硕士研究生，提供充足的算力及平台支持。欢迎有相关背景的同学联系我。同时招收本校优秀本科生加入课题组参与课题研究。
部分科研成果（*代表通讯作者）
1. Gecheng Chen, Zeyu Yang, Xinkai Chen, Jianqiang Li and Chengwen Luo, "Towards the Bi-imbalance: A Pruning-based Contrastive Domain Adaptation Framework for Industrial Fault Diagnosis", IEEE/CAA Journal of Automatica Sinica (Accepted). (中科院1区，JCR Q1，IF=19.7)
2. Gecheng Chen, Wenqing Gao, Zeyu Yang, Xinkai Chen, Jianqiang Li and Chengwen Luo, "BiSDA: Bidirectional Self-Refining Domain Adaptation for Streaming-Evolving Industrial Soft Sensing", IEEE Transactions on Industrial Electronics, 2025. (中科院1区, JCR Q1, IF=7.2)
3. Gecheng Chen, Jiahao Yuan, Jiayu Yao, Zheng Luo, Jianqiang Li and Chengwen Luo, "Semi-Supervised Prefix Tuning of Large Language Models for Industrial Fault Diagnosis with Big Data", Big Data Mining and Analytics, 2025. (中科院1区，JCR Q1，IF=7.7)
4. Gecheng Chen, Chengwen Luo, Haiming Zeng, Gangren Wen, Zheng Luo, Jia Wang, Jin Zhang, Zhongru Yang, and Jianqiang Li, "Material-ID: Towards mmWave-based Material Identification", ACM Transactions on Sensor Networks, 2025. (CCF-B，JCR Q1, IF=4.7)
5. Gecheng Chen, Yu Zhou, Xudong Zhang and Rui Tuo, "Renewing Iterative Self-Labeling Domain Adaptation With Application to the Spine Motion Prediction", IEEE Transactions on Automation Science and Engineering, 2023. (中科院2区，JCR Q1, IF=6.4)
6. Zeyu Yang, Wenqing Gao, Gecheng Chen*, Jiaxin Yu, Bocun He and Lingjian Ye, "Self-Modified Dynamic Domain Adaptation for Industrial Soft Sensing", IEEE Transactions on Automation Science and Engineering, 2026. (中科院2区，JCR Q1, IF=6.4)
7. Chengwen Luo, Zhuoqing Xie, Yuhan Huang, Gecheng Chen*, Haiyi Yao, Jin Zhang, Long Cheng, Weitao Xu and Jianqiang Li, "LaserKey: Eavesdropping Keyboard Typing Leveraging Vibrational Emanations via Laser Sensing", IEEE Transactions on Mobile Computing, 2025. (中科院1区, CCF-A，JCR Q1, IF=9.2)
