Xueyan Zou

xueyan@cs.wisc.edu

About

I am currently a PhD candidate at Computer Science Department in University of Wisconsin, Madison, supervised by Prof. Yong Jae Lee. Prior to this, I spent three wonderful years at University of California, Davis, advised by the same supervisor and worked closely with Dr. Fanyi Xiao. Previously, I received bachelor's Degree at Hong Kong Baptist University.

I am actively looking for Industry Research Positions and Postdoc Positions, earliest start from June, 2024. Do not hesitate to drop me an email if you are interested : )

News

Experience


Selected Publications

New! Semantic-SAM: Segment and Recognize Anything at Any Granularity

ArXiv, 2023
Feng Li*, Hao Zhang*, Peize Sun, Xueyan Zou, Shilong Liu, Jianwei Yang^, Chunyuan Li, Lei Zhang†, Jianfeng Gao†

New! Segment everything everywhere all at once

Neural Information Processing Systems (NeurIPS), 2023
Xueyan Zou* , Jianwei Yang*^, Hao Zhang*, Feng Li*, Linjie Li, Jianfeng Wang, Lijuan Wang, Jianfeng Gao†, Yong Jae Lee†

A Simple Framework for Open-Vocabulary Segmentation and Detection

International Conference on Computer Vision (ICCV), 2023
Hao Zhang*, Feng Li*, Xueyan Zou, Shilong Liu, Chunyuan Li, Jianfeng Gao, Jianwei Yang†, Lei Zhang†.

Generalized Decoding for Pixel, Image, and Language

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Xueyan Zou* , Zi-Yi Dou*, Jianwei Yang*^, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Harkirat Behl, Yong Jae Lee†, Jianfeng Gao†

End-to-End Instance Edge Detection

ArXiv Preprint, 2022
Xueyan Zou , Haotian Liu, Yong Jae Lee

Progressive Temporal Feature Alignment Network for Video Inpainting

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Xueyan Zou , Linjie Yang, Ding Liu, Yong Jae Lee

Delving Deeper into Anti-Aliasing in ConvNets

Proceedings of the British Machine Vision Conference (BMVC), 2020
International Journal of Computer Vision (IJCV), 2022
Xueyan Zou , Fanyi Xiao, Zhiding Yu, Yuheng Li*, Yong Jae Lee
*Only in IJCV
Best Paper Award of BMVC2020, Oral Presentation
IJCV invited special issue paper

Misc

  • Reviewer: ICLR23, ICCV23, CVPR23, AAAI22, ECCV22, CVPR22, NeurIPS2019/2020, BMVC2021, IJCV, BioInfomatics
  • I also hold a PhD minor on Quantitative Biology at UW-Madison for interests.