Changyuan Wang is currently a PhD student in the Shenzhen International Graduate School, Tsinghua University. His research interests include computer vision, efficient models and unmanned systems.
Q-VLM: Post-training Quantization for Large Vision-Language Models Changyuan Wang, Ziwei Wang, Xiuwei Xu, Yansong Tang, Jie Zhou, Jiwen Lu
Conference on Neural Information Processing Systems (NeurIPS), 2024.
[PDF][Supp][Code]
Towards Accurate Data-free Quantization for Diffusion Models Changyuan Wang, Ziwei Wang, Xiuwei Xu, Yansong Tang, Jie Zhou, Jiwen Lu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, Highlight), 2024.
[PDF][Supp][Code]
Quantformer: Learning Extremely Low-precision Vision Transformers
Ziwei Wang, Changyuan Wang, Xiuwei Xu, Jie Zhou, Jiwen Lu
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022.
[PDF][Supp][Code]
