Sheng-Yen Chou

According to our database, Sheng-Yen Chou authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

Token-weighted Direct Preference Optimization with Attention.

Chengyu Huang, Zhuohang Li, Sheng-Yen Chou, Claire Cardie

CoRR, May, 2026

Backdooring Masked Diffusion Language Models.

Daniel Yiming Cao, Chengzhong Wang, Sheng-Yen Chou, Chengyu Huang, Pin-Yu Chen, Shengwei An

CoRR, May, 2026

Bootstrapping Post-training Signals for Open-ended Tasks via Rubric-based Self-play on Pre-training Text.

Chengyu Huang, Sheng-Yen Chou, Zhengxin Zhang, Claire Cardie

CoRR, April, 2026

2024

Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective.

Ming-Yu Chung, Sheng-Yen Chou, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo, Tsung-Yi Ho

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift.

Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

VillanDiffusion: A Unified Backdoor Attack Framework for Diffusion Models.

Sheng-Yen Chou, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

How to Backdoor Diffusion Models?

Sheng-Yen Chou, Pin-Yu Chen, Tsung-Yi Ho

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Generative Adversarial Method Based on Neural Tangent Kernels.

Yu-Rong Zhang, Sheng-Yen Chou, Shan-Hung Wu

CoRR, 2022