Mingyue Guo  

Biography

I am a Ph.D. student of LAMP in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, advised by Prof. Qixiang Ye. I got my B.S. degree in Northest Electric power University of Computer Science and Technology in June 2015. I got my M.S. degree in Harbin Institute of Technology of Computer Application Technology in January 2018. I worked at Tencent and Pengcheng Laboratory from 2018 to 2021.

My research interests include computer vision and representation learning.

Publications

	Zhaozhi Wang, Tong Zhang, Mingyue Guo, Yaowei Wang, Qixiang Ye VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning International Conference on Learning Representations (ICLR), 2026 [Paper] [Code]
	Mingyue Guo, Zimo Liu, Zhiyuan Wen, Yaowei Wang, Qixiang Ye Discrepancy-Controlled Region-Adaptive Learning: Handling Intra-Domain Bias for Crowd Counting IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025 [Paper]
	Mingyue Guo, Li Yuan, Zhaoyi Yan, Binghui Chen, Yaowei Wang, Qixiang Ye Regressor-Segmenter Mutual Prompt Learning for Crowd Counting IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 [Paper] [Code]
	Mingyue Guo, Binghui Chen, Zhaoyi Yan, Yaowei Wang, Qixiang Ye Virtual Classiffcation: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 [Paper] [Code]

Awards

Director Scholarship, PCNL, 2022.