Machine Learning, Security Assessment, Robustness Verification, Federated Learning, and Smart Grid.
Received the B.E. degree from the School of Computer Science and Technology, Nanjing
University of Aeronautics and Astronautics, Nanjing, China, in Jul. 2017. Received the Ph.D. degree in Feb. 2022, supervised by
Assoc Prof. Yan Xu (EEE),
Asst Prof. Arijit Khan (SCSE), and
Assoc Prof. Teoh Eam Khwang from the Interdisciplinary Graduate School,
Nanyang Technological University, Singapore. Currently, I am Research Fellow in School of Computer Science and Engineering, and conduct postdoctoral research with Wallenberg-NTU Presidential Postdoctoral Fellowship at Nanyang Technological University, Singapore.
My current supervisors are Nanyang Asst Prof. Han Yu (SCSE) and Prof. ZhaoYang Dong (EEE)
My research interests include adversarial machine learning, robustness verification, interpretability, security assessment and its applications to smart grid.
Period: Aug. 2017 – Feb. 2022, Singapore
Nanyang Technological University, Singapore (NTU)
Ph.D., Interdisciplinary Graduate Programme, across School of Computer Science
Engineering and School of Electrical and Electronic Engineering
Supervisor: Prof. Yan Xu (EEE), Co-Supervisor: Prof. Arijit Khan (SCSE), Mentor: Prof. Teoh
Eam Khwang (EEE), Chair: Prof. Dusit Niyato (SCSE)
Thesis Title: Advanced Big-Data Analytics for Future Smart Grid Security
Period: Sep. 2013 – Jun. 2017, Nanjing, China
Nanjing University of Aeronautics and Astronautics (NUAA)
Bachelor of Engineering, School of Computer Science and Technology
Supervisor: Prof. Ran Wang (CS), Co-Supervisor: Prof. Kun Zhu (CS), Prof. Qiang Xie
Concentration on Data Analytics, Robust Optimization, and System Engineering
Thesis Title: Robust Optimization for Performance Boundary Analysis of Microgrid Energy Dispatching Strategy
Period: July. 2022 – Present, Singapore
Research Fellow in Trustworthy Federated Ubiquitous Learning Research Lab (AI
Period: Jan. 2022 – Jun. 2022, Singapore
Student Assistant in Trustworthy Federated Ubiquitous Learning Research Lab (AI
Period: Sep. 2021 – Dec. 2021, Singapore
Student Assistant in Singapore Power Group-NTU Joint Lab (SP Group-NTU Joint Lab)
Period: Jan. 2021 – Sep. 2021, Singapore
Student Assistant in Singtel Cognitive and Artificial Intelligence Lab (SCALE@NTU)
Period: Jan. 2018 – Oct. 2018, Singapore
Student Assistant in Energy Research Institute @ NTU (ERI@N)
Talks and Presentations
Textile Fabric Surface Fault Detection Recognition System
Invited Talk, Nanjing Software Valley Creation Center, July. 2019, Nanjing,
Grid Analytics-Ensuring AI and Analytics Improve Network Operations
Workshop, Mar.2019, Singapore.
One-day Workshops Exchange with NUS, TUM, Newcastle University, University of
Workshop, Oct. 2018, Singapore.
A Multiple Randomized Learning Based Ensemble Model for Power System Dynamic
Invited Talk, Aug. 2018, Portland, OR, USA.
International Workshop on Smart Power and Energy Systems
Invited Talk, May. 2018, Singapore.