Shang-Fu Chen

According to our database, Shang-Fu Chen authored at least 19 papers between 2018 and 2026.

Collaborative distances:

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

2026

A novel simulation tool for low-coverage whole-genome sequencing using multivariate Gaussian mixture models.

Kai-Yu Chen, Shang-Fu Chen, Raquel Dias, Ali Torkamani

BMC Bioinform., December, 2026

Restoring Noisy Demonstration for Imitation Learning With Diffusion Models.

Shang-Fu Chen, Co Yong, Shao-Hua Sun

IEEE Trans. Neural Networks Learn. Syst., January, 2026

DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment.

Sheng-Hao Liao, Shang-Fu Chen, Tai-Ming Huang, Wen-Huang Cheng, Kai-Lung Hua

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning.

Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai, Dongjun Kim, Naoki Murata, Takashi Shibuya, Wei-Hsiang Liao, Shao-Hua Sun, Yuki Mitsufuji

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning.

Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai, Dongjun Kim, Naoki Murata, Takashi Shibuya, Wei-Hsiang Liao, Shao-Hua Sun, Yuki Mitsufuji

CoRR, 2024

Diffusion Model-Augmented Behavioral Cloning.

Shang-Fu Chen, Hsiang-Chun Wang, Ming-Hao Hsu, Chun-Mao Lai, Shao-Hua Sun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Representation and Boundary Enhancement for Action Segmentation Using Transformer.

Shang-Fu Chen, Cheng-Xun Wen, Wen-Huang Cheng, Kai-Lung Hua

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Controllable Model Compression for Roadside Camera Depth Estimation.

Jose Jaena Mari Ople, Shang-Fu Chen, Yung-Yao Chen, Kai-Lung Hua, Mohammad Hijji, Po Yang, Khan Muhammad

IEEE Trans. Intell. Transp. Syst., December, 2023

Diffusion Model-Augmented Behavioral Cloning.

Hsiang-Chun Wang, Shang-Fu Chen, Shao-Hua Sun

CoRR, 2023

2022

How Does C-V2X Help Autonomous Driving to Avoid Accidents?

Lili Miao, Shang-Fu Chen, Yu-Ling Hsu, Kai-Lung Hua

Sensors, 2022

Impact of polygenic risk communication: an observational mobile application-based coronary artery disease study.

Evan D. Muse, Shang-Fu Chen, Shuchen Liu, Brianna Fernandez, Brian Schrader, Bhuvan Molparia, André Nicolás León, Raymond Lee, Neha Pubbi, Nolan Mejia, Christina Ren, Ahmed El-kalliny, Ernesto Prado Montes de Oca, Héctor Aguilar, Arjun Ghoshal, Raquel Dias, Doug Evans, Kai-Yu Chen, Yunyue Zhang, Nathan E. Wineinger, Emily G. Spencer, Eric J. Topol, Ali Torkamani

npj Digit. Medicine, 2022

Learning Facial Liveness Representation for Domain Generalized Face Anti-Spoofing.

Zih-Ching Chen, Lin-Hsi Tsao, Chin-Lun Fu, Shang-Fu Chen, Yu-Chiang Frank Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Domain-Generalized Textured Surface Anomaly Detection.

Shang-Fu Chen, Yu-Min Liu, Chia-Ching Lin, Trista Pei-Chun Chen, Yu-Chiang Frank Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

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 Bianca Dy, Kai-Lung Hua

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

2021

Robust Image Outpainting With Learnable Image Margins.

Cheng-Yo Tan, Chiao-An Yang, Shang-Fu Chen, Meng-Lin Wu, Yu-Chiang Frank Wang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Representation Decomposition For Image Manipulation And Beyond.

Shang-Fu Chen, Jia-Wei Yan, Ya-Fan Su, Yu-Chiang Frank Wang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Deep Representation Decomposition for Feature Disentanglement.

Shang-Fu Chen, Jia-Wei Yan, Ya-Fan Su, Yu-Chiang Frank Wang

CoRR, 2020

2019

Learning Hierarchical Self-Attention for Video Summarization.

Yen-Ting Liu, Yu-Jhe Li, Fu-En Yang, Shang-Fu Chen, Yu-Chiang Frank Wang

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Order-Free RNN With Visual Attention for Multi-Label Classification.

Shang-Fu Chen, Yi-Chen Chen, Chih-Kuan Yeh, Yu-Chiang Frank Wang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018