About Me
I am a Preparatory Phase Ph.D. student at CISPA Helmholtz Center for Information Security and Saarland University, supervised by Dr.Xiao Zhang, beginning in 2023. Previously, I worked as a Research Administrative Assistant in the Internet and Mobile Computing Lab (IMCL) at The Hong Kong Polytechnic University (PolyU) from 2022 to 2023, supervised by Prof. Jiannong Cao. I received my B.S. degrees in Computational Mathematics and Cybernetics from Lomonosov Moscow State University and Shenzhen MSU-BIT University in 2023.
Interests
- Trustworthy Machine Learning
- Adversarial Machine Learning
- Statistical Machine Learning
- Data Mining
Education
Ph.D. in Computer Science
CISPA Helmholtz Center for Information Security & Saarland University
BSc in Computational Mathematics and Cybernetics
Lomonosov Moscow State University & Shenzhen MSU-BIT University
Publications
(2024).
Understanding Adversarially Robust Generalization via Weight-Curvature Index.
ICML 2024 HiLD Workshop.
(2024).
Improving the Efficiency of Self-Supervised Adversarial Training through Latent Clustering-based Selection.
ICML 2024 Next Generation of AI Safety Workshop.
(2023).
Stability/instability of electrorheological nano pipes used in braking nanosystems by the machine learning method.
Waves in Random and Complex Media.
(2022).
Computer Network Technology in Big Data Distributed Cloud Storage Platform.
International Conference on Applications and Techniques in Cyber Intelligence.
(2022).
Implementation logic optimization artificial neural network borrowing from random forest.
ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY.