Changyuan Wang

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.

Email / Google Scholar / Github /

News

2024-09: One paper on VLM quantization is accepted to NeurIPS 2024.

2024-02: One paper is accepted to CVPR 2024 as poster highlight!

2022-12: One paper is accepted to T-PAMI.

Publications

	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]

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