Hongtian Yu

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 preprint arXiv:2405.16555v1, 2024 [arXiv] [code]
	CC-Diff: Enhancing Contextual Coherence in Remote Sensing Image Synthesis Mu Zhang, Yunfan Liu, Yue Liu, Hongtian Yu, Qixiang Ye arXiv preprint arXiv:2412.08464v1, 2024 [arXiv] [code]
	Vision Calorimeter for High-Energy Particle Detection Hongtian Yu, Yangu Li, Yunfan Liu, Yunxuan Song, Xiao-Rui Lyu, Qixiang Ye arXiv preprint arXiv:2601.22097, 2026 [arXiv (withdrawn)] [arXiv] [code]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 Pattern Recognition Letters, 2026 [paper] [code]
	Anti-Neutron Reconstruction in Electromagnetic Calorimeters with Mixed-Representation Learning Yangu Li, Hongtian Yu, Yuyang Huang, Zhi Cao, Yunxuan Song, Yunfan Liu, Yajun Mao, Yangheng Zheng, Xiao-Rui Lyu, Qixiang Ye Under Review: Journal of High-Energy Physics, 2026 [arXiv] [code]
	GeoRevise: Operator-Aware Selective Revision for VLM-Based 3D Spatial Reasoning Zhi Cao, Hongtian Yu Under Review: International Conference on 3D Vision, 2027 [code]