Tai-Ming Huang

Ph.D. Student @ National Taiwan University (NTU)

teddy12155555 [at] cmlab.csie.ntu.edu.tw

Hi there! Thanks for stopping by my homepage!

I am a 1st-year Ph.D. student in Computer Science at CM Lab (AIMM Group), National Taiwan University, advised by Prof. Wen-Huang Cheng. Concurrently, I am a Research Assistant at CITI, Academia Sinica, working with Prof. Jun-Cheng Chen. I received my Bachelor's degree in Computer Science from the National Taiwan University of Science and Technology (Taiwan Tech) in 2021, followed by an M.S. degree in Computer Science from the same institution in 2023, under the supervision of Prof.Kai-Lung Hua.

My primary research interests broadly include computer vision, vision-language understanding, deepfake forensics, and agentic AI.

Recent highlights

🚀 [02/26, 2025] Our paper "Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model" has been accepted to CVPR 2025.
🚀 [08/05, 2024] Our paper "Generalized Image-based Deepfake Detection through Foundation Model Adaptation" has been accepted to ICPR 2024.

Selected publications

Towards More General Video-based Deepfake Detection through Facial Feature Guided Adaptation for Foundation Model

Yue-Hua Han, Tai-Ming Huang, Kai-Lung Hua, Jun-Cheng Chen

CVPR 2025

[Paper]
Generalized Image-based Deepfake Detection through Foundation Model Adaptation

Tai-Ming Huang, Yue-Hua Han, Ernie Chu, Shu-Tzu Lo, Kai-Lung Hua, Jun-Cheng Chen

ICPR 2024

[Paper]
VDNet: video deinterlacing network based on coarse adaptive module and deformable recurrent residual network

Yin-Chen Yeh, Jilyan Dy, Tai-Ming Huang, Yung-Yao Chen, Kai-Lung Hua

Neural Computing and Applications 2022

[Paper]
A Data Hiding Scheme Based On Absolute Moment Block Truncation Coding and Lookup Table

Ting-Kai Yang, Shang-Fu Chen, Tai-Ming Huang, Julianne Tan, Jilyan Dy, Kai-Lung Hua

ICCE-TW 2022

[Paper]
Unpaired image-to-image translation using negative learning for noisy patches

Yu-Hsiang Hung, Julianne Tan, Tai-Ming Huang, Shang-Che Hsu, Yi-Ling Chen, Kai-Lung Hua

IEEE MultiMedia 2022

[Paper]
Adjustable model compression using multiple genetic algorithm

Jose Jaena Mari Ople, Tai-Ming Huang, Ming-Chih Chiu, Yi-Ling Chen, Kai-Lung Hua

IEEE Transactions on Multimedia 2021

[Paper]