Tzu-Hsuan Peng

According to our database, Tzu-Hsuan Peng authored at least 7 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Navigating Federated Semi-Supervised Learning in Dual Data Heterogeneity.

Tzu-Hsuan Peng, Wei-Chun Tai, Yi-Han Chiang, Yusheng Ji, Ai-Chun Pang

IEEE Trans. Mob. Comput., June, 2026

GTFMN: Guided Texture and Feature Modulation Network for Low-Light Image Enhancement and Super-Resolution.

Yongsong Huang, Tzu-Hsuan Peng, Tomo Miyazaki, Xiaofeng Liu, Chun-Ting Chou, Ai-Chun Pang, Shinichiro Omachi

CoRR, January, 2026

FedFold: Efficient Federated Learning for Inconsistent Dual Resource Heterogeneity.

Tzu-Hsuan Peng, Chieh-Chi Yang, Chih-Hsin Liu, Cheng-Wei Huang, Cheng-Hsien Hsieh, Ai-Chun Pang

IEEE Trans. Cogn. Commun. Netw., 2026

2024

2023 IEEE Wireless Communications Letters Exemplary Reviewers.

Tzu-Hsuan Peng

IEEE Wirel. Commun. Lett., July, 2024

Weak Devices Matter: Model Heterogeneity in Resource-Constrained Federated Learning.

Tzu-Hsuan Peng, Cheng-Wei Huang, Ai-Chun Pang, Te-Chuan Chiu

Proceedings of the IEEE International Conference on Communications, 2024

2023

SynFMPL: A Federated Meta Pseudo Labeling Framework with Synergetic Strategy.

Tzu-Hsuan Peng, Te-Chuan Chiu, Ai-Chun Pang, Wei-Chun Tail

Proceedings of the IEEE International Conference on Communications, 2023

2019

Towards Perspective-Free Pavement Distress Detection via Deep Learning.

Jia-Li Yin, Tzu-Hsuan Peng, Jo-Lan Kuan, Bo-Hao Chen

Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019