Hongtian Yu

Ph.D. candidate

University of Chinese Academy of Sciences (Yanqihu Campus), Academy-2 Building
No.1 Yanqihu East Rd, Huairou District, Beijing, China, 101408
OR
Zhongguancun Academy, C5 Building
No.17 Daniufang 2nd Ring Rd, Haidian District, Beijing, China, 100094

Email: yuhongtian17@mails.ucas.ac.cn
Github: https://github.com/yuhongtian17
Google Scholar: https://scholar.google.com/citations?user=J80W2-QAAAAJ

Biography

I am a Ph.D. candidate of Learning and Machine Perception Laboratory (LAMP) in School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, advised by Prof. Qixiang Ye. From September 2024 to present, I am also studying at Faculty of AI for Natural Sciences, Zhongguancun Academy under the National Artificial Intelligence Program at the same time. I received my B.E. degree from University of Chinese Academy of Sciences in June 2021.

My research interests lie in the field of computer vision, with a focus on object detection and representation learning. Currently, I am engaged in research at the intersection of Artificial Intelligence and High-Energy Physics (AI×HEP). I also serve as the initiator and leader for the student-proposed project, "Intelligent Physical Analysis Models for Massive High-Energy Physics Data", at Zhongguancun Academy.

Publications

	Spatial Transform Decoupling for Oriented Object Detection Hongtian Yu, Yunjie Tian, Qixiang Ye, Yunfan Liu The 38th Annual AAAI Conference on Artificial Intelligence, 2024 [paper] [arXiv] [code]
	VMamba: Visual State Space Model Yue Liu, Yunjie Tian, Yuzhong Zhao, Hongtian Yu, Lingxi Xie, Yaowei Wang, Qixiang Ye, Yunfan Liu Advances in Neural Information Processing Systems 37 (NeurIPS 2024) [paper] [arXiv] [code] [usage example in Oriented Object Detection]
	vHeat: Building Vision Models upon Heat Conduction Zhaozhi Wang, Yue Liu, Yunfan Liu, Hongtian Yu, Yaowei Wang, Qixiang Ye, Yunjie Tian [arXiv] [code]
	Vision Calorimeter for High-Energy Particle Detection Hongtian Yu, Yangu Li, Yunfan Liu, Yunxuan Song, Xiao-Rui Lyu, Qixiang Ye Under Review: Fundamental Research 2026 [arXiv (withdrawn)] [arXiv] [code]
	Anti-Neutron Transformer Pre-trained with Position Cloze Procedure for High-Energy Particle Detection Hongtian Yu, Yangu Li, Zhi Cao, Yuyang Huang, Xiao-Rui Lyu, Qixiang Ye Under Review: IEEE Transactions on Neural Networks and Learning Systems 2026 [code]
	Learning Physics-Consistent Representation for Anti-Neutron Reconstruction in Electromagnetic Calorimeters Yangu Li, Hongtian Yu, Yuyang Huang, Zhi Cao, Yunxuan Song, Yunfan Liu, Yajun Mao, Yangheng Zheng, Xiao-Rui Lyu, Qixiang Ye With Editor: Nature Machine Intelligence 2027 [code]