Biography

I’m a PhD Student from Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, under the supervision of Prof. Haibo Hu (ASTAPLE). I received the Master’s degree in Control Science and Engineering (Outstanding Graduates) with the School of Automation, Central South University, in 2024, under the supervision of Prof. Zhiwen Chen.

My recent research interest includes LLM safety and data privacy, graph Learning, data-driven fault diagnosis and computational intelligence.

🔥News

March 2026 – Our work titled “CCDNN: A Novel Deep Learning Architecture for Multi-Source Data Fusion” has been accepted by IEEE/CAA Journal of Automatica Sinica (2025 IF: 19.2)! 🎉🎉
Jan 2026 – Our work titled “Adversarial Signed Graph Learning with Differential Privacy” has been accepted by KDD 2026 Research Track Cycle 1! 🎉🎉

B.S. in Automation (Outstanding Graduates), Guangdong University of Technology, 2017.09-2021.07.
M.S. in Control Science and Engineering (Outstanding Graduates), Central South University, 2021.09-2024.06.
PhD student in Electrical and Electronic Engineering (Funded by PGS), The Hong Kong Polytechnic University, 2024.09-now.

Jan.2021-Dec.2023: Research on Few Samples Fault Diagnosis of Railway Electric Traction System Based on Graph Network
- My job: Project Leader
- Responsibilities: a) Construct graph topology of traction system based on physical mechanism and data similarity b) Adopt the graph mapping method to analyse the fault diagnosability of traction systems; c) Establish advanced graph learning methods for high-precision health monitoring for the rail transit traction drive systems.
Dec.2021-Apr.2024: Intelligent monitoring platform for coal mine safety production
- My job: Main member in charge
- Responsibilities: a) Communicate and report project progress with partner enterprise. (The monitoring platform has been deployed to several coal mines in Hunan Province and connected with the National Mine Safety Administration); b) Participate in the whole process development of the monitoring platform, including equipment adjusting, system scheme design, model training, alarm logic construction, algorithm deployment, on-site testing, etc;
Dec.2021-Dec.2022 : Archives room information management system
- My job: Main member in charge
- Responsibilities: a) Develop information management system based on WPF framework and MySQL database, including interface design, personnel login, information import, information export and information screening functions, on-site testing, etc; b) Project communication and post-maintenance.

First Class Undergraduate Scholarship in 2017, 2018 and 2019.
Model Student of Academic Records in 2017, 2018 and 2019.
Honourable Winner of Mathematical Contest in Modelling in 2019.
Outstanding Graduate of Guangdong University of Technology in 2021.
Top Ten Outstanding Graduates in School of Automation, 2021.
Outstanding Undergraduate Theses of Guangdong University of Technology in 2021.
First Class Postgraduate Scholarship in 2021, 2023.
The 2nd Prize of the 19th China Postgraduate Mathematical Contest in Modelling, 2022.
The best paper award finalist in the 2023 IEEE 12th Data Driven Control and Learning Systems Conference.
Postgraduate National Scholarship in 2023.
First Prize for the Graduate Student Innovation Forum Paper Presentation in Hunan Province, 2023.
Outstanding Graduate of Central South University in 2024.
Outstanding Master Theses of Central South University in 2025.