Publications

2026

1. arXiv 2608

   

   PhysCaP: Grounding Code-as-Policy Agent with Physics-Informed Exploration

   Chen-Yu Lin, Jing-Wen Chen , Hsueh-En Chang , Hung-An Chen , Sheng-Hsun Chang, Chi-Pin Huang, Fu-En Yang , Min-Hung Chen , Yi-Ting Chen, Yu-Chiang Frank Wang, and Shao-Hua Sun

   arXiv preprint arXiv:2608.21031, 2026

   [arXiv] [Website]
2. CVPR 2026

   

   Fast-ThinkAct: Efficient Vision-Language-Action Reasoning via Verbalizable Latent Planning

   Chi-Pin Huang, Yunze Man, Zhiding Yu , Min-Hung Chen, Jan Kautz, Yu-Chiang Frank Wang, and Fu-En Yang

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

   [arXiv] [Website]
3. WACV 2026

   

   Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment

   Kai-Po Chang, Wei-Yuan Cheng, Chi-Pin Huang, Fu-En Yang, and Yu-Chiang Frank Wang

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026

   [arXiv] [Website]
4. WACV 2026

   

   TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors

   Wei-Yuan Cheng, Kai-Po Chang, Chi-Pin Huang, Fu-En Yang, and Yu-Chiang Frank Wang

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026

   [arXiv]

2025

1. NeurIPS 2025

   

   ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning

   Chi-Pin Huang , Yueh-Hua Wu , Min-Hung Chen, Yu-Chiang Frank Wang, and Fu-En Yang

   Advances in Neural Information Processing systems (NeurIPS), 2025

   [arXiv] [PDF] [Website]
2. ICCV 2025

   

   Continual Personalization for Diffusion Models

   Yu-Chien Liao , Jr-Jen Chen, Chi-Pin Huang, Ci-Siang Lin , Meng-Lin Wu, and Yu-Chiang Frank Wang

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025

   [arXiv]
3. ICCVW 2025

   

   MotionMatcher: Motion Customization of Text-to-Video Diffusion Models via Motion Feature Matching

   Yen-Siang Wu, Chi-Pin Huang, Fu-En Yang, and Yu-Chiang Frank Wang

   ICCV 2025 Workshop on P13N: Personalization in Generative AI, 2025

   [arXiv] [Code] [Website]
4. CVPR 2025

   

   VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models

   Chi-Pin Huang, Yen-Siang Wu, Hung-Kai Chung, Kai-Po Chang, Fu-En Yang, and Yu-Chiang Frank Wang

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

   [arXiv] [PDF] [Website]

2024

1. ECCV 2024

   

   Receler: Reliable concept erasing of text-to-image diffusion models via lightweight erasers

   Chi-Pin Huang, Kai-Po Chang, Chung-Ting Tsai, Yung-Hsuan Lai, Fu-En Yang, and Yu-Chiang Frank Wang

   In European Conference on Computer Vision (ECCV), 2024

   [arXiv] [PDF] [Code] [Website]
2. ECCV 2024

   

   Select and distill: Selective dual-teacher knowledge transfer for continual learning on vision-language models

   Yu-Chu Yu, Chi-Pin Huang , Jr-Jen Chen, Kai-Po Chang, Yung-Hsuan Lai, Fu-En Yang, and Yu-Chiang Frank Wang

   In European Conference on Computer Vision (ECCV), 2024

   [arXiv] [PDF] [Code] [Website]
3. ICLR 2024

   

   Rapper: Reinforced rationale-prompted paradigm for natural language explanation in visual question answering

   Kai-Po Chang, Chi-Pin Huang, Wei-Yuan Cheng, Fu-En Yang , Chien-Yi Wang, Yung-Hsuan Lai, and Yu-Chiang Frank Wang

   In The Twelfth International Conference on Learning Representations (ICLR), 2024

   [PDF]