I am currently pursuing a Ph.D. degree in computer science at University of California, Irvine. I received my bachelor's and master's degrees in computer science from National Taiwan University. My research interests include trustworthy AI, machine learning, and its applications in computer vision and natural language processing.
Research Assistant
RA
2021 - 2024
Advisor: Prof. Ai-Chun Pang
Research Assistant
RA
2021 - 2024
Advisor: Prof. Jun-Cheng Chen and Prof. Chih-Yu Wang.
Ph.D. in Computer Science
Ph.D. in CS
2024 - Current
GPA: 4.0/4.0 (Ongoing)
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
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
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