Liang-Hsuan Liu(劉亮萱)

Education 

• 2023 - Present. 

• B.S., Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan. (Advisor: Dr. Jian-Jhih Kuo) 

Research Interest

• Federated Learning

• Machine Learning

Publication List

=: Equal contribution, *: My advisor 

• Shih-Jui Liang=, Yu-Wen Chen=, Yue Lin=, Liang-Hsuan Liu, Jian-Jhih Kuo*, and Ren-Hung Hwang, "Proactive Gradient Norm Inspection for Malicious Server Detection in Federated Learning,” in IEEE GLOBECOM 2026. 

• Yue Lin=, Shih-Jui Liang=, Liang-Hsuan Liu, Yu-Wen Chen, Jian-Jhih Kuo*, and Ren-Hung Hwang, “Deceive-to-Defend: Synthesized Data Interpolation Against Gradient Inversion in Federated Learning,” in IEEE GLOBECOM 2025. 

Achievement

• 2026 College Student Research Scholarship, National Science and Technology Council

• Girls in Cybersecurity Competition, National Science and Technology Council & Ministry of Education, May 2025, 優勝

Experience

• Feb 2026 - Present | Teaching Assistant, Object-Oriented Programming, CCU

• Sep 2025 - Jan 2026 | Teaching Assistant, Data Structure, CCU