About Me
I am currently pursuing a Ph.D. degree in computer science at University of California, Irvine. Also, I received my bachelor's and master's degrees in computer science from National Taiwan University. My research interests encompass machine learning and computer vision applications, with a current focus on security issues in cyber-physical systems.
Experience
Research Assistant
RA
2021 - 2024
Supervisor: Prof. Ai-Chun Pang
Research Assistant
RA
2021 - 2024
Supervisor: Prof. Jun-Cheng Chen and Prof. Chih-Yu Wang.
Education
Ph.D. in Computer Science
Ph.D. in CS
2024 - Current
Advisor: Prof. Alfred Chen
M.S. in Computer Science
M.S. in CS
2022 - 2024
GPA: 4.3/4.3
B.S. in Computer Science
B.S. in CS
2017 - 2022
GPA: 3.7/4.3, Last 60 GPA: 4.15/4.3
Publication
KinStyle: A Strong Baseline Photorealistic Kinship Face Synthesis with an Optimized StyleGAN Encoder
Li-Chen Cheng, Shu-Chuan Hsu, Pin-Hua Lee, Hsiu-Chieh Lee, Che-Hsien Lin, Jun-Cheng Chen, Chih-Yu Wang
Asian Conference on Computer Vision 2022
Kinship Face Synthesis Evaluation Website with Gamified Mechanism
Hsiu-Chieh Lee, Che-Hsien Lin, Li-Chen Cheng, Shu-Chuan Hsu, Jun-Cheng Chen, Chih-Yu Wang
IEEE International Conference on Multimedia and Expo Workshops 2022
StyleDNA: A High-Fidelity Age and Gender Aware Kinship Face Synthesizer
Che-Hsien Lin, Hung-Chun Chen, Li-Chen Cheng, Shu-Chuan Hsu, Jun-Cheng Chen, Chih-Yu Wang
IEEE International Conference on Automatic Face and Gesture Recognition 2021
Fedequal: Defending model poisoning attacks in heterogeneous federated learning
Ling-Yuan Chen, Te-Chuan Chiu, Ai-Chun Pang, Li-Chen Cheng
IEEE Global Communications Conference 2021
Dual-masking framework against two-sided model attacks in federated learning
Te-Chuan Chiu, Wei-Che Lin, Ai-Chun Pang, Li-Chen Cheng
IEEE Global Communications Conference 2021
Ensuring Bidirectional Privacy on Wireless Split Inference Systems
Chia-Che Sa, Li-Chen Cheng, Hsing-Huan Chung, Te-Chuan Chiu, Chih-Yu Wang, Ai-Chun Pang, Shang-Tse Chen
IEEE Wireless Communications
Skills
Programming Languages
Python
C++
Java
JavaScript
Matlab
Stata
R
Tools
Pytorch
Tensorflow
TensorBoard
WandB
Scikit-learn
OpenCV
Open3D
Web Dev
React
Next.js
Three.js
Chakra UI
Others
Blender
Illustrator
Photoshop