YIN KAIJIE(殷凯捷)

I am pursuing my PhD degree at the Machine Intelligence Laboratory (MIL) under the supervision of Prof. Tatsuya Harada. Before that, I received my Master's degree from the State Key Laboratory of Internet of Things for Smart City (SKL-IOTSC) at the University of Macau, under the supervision of Professor KONG Hui.

I am currently a visiting student at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) from July to October 2026, supervised by Professor ZUO Xingxing. Previously, from May to October 2025, I was a visiting student at Singapore Management University, supervised by Professor ZHANG Zhiyuan.

GitHub / Google Scholar / Email

Research

My research interests focus on efficient machine learning for computer vision and robotic perception. I aim to develop efficient models that enable hardware systems to perform real-time perception, interaction, and decision-making in real-world physical environments.

	Learning 1-Bit LiDAR-based Localization with Auxiliary Objective Kaijie Yin, Zhiyuan Zhang, Tian Gao, Wentao Zhu, Chengzhong Xu, Hui Kong European Conference on Computer Vision (ECCV), 2026 arxiv / code /
	Information-Bottleneck Driven Binary Neural Network for Change Detection Kaijie Yin, Zhiyuan Zhang, Shu Kong, Tian Gao, Chengzhong Xu, Hui Kong IEEE/CVF International Conference on Computer Vision (ICCV), 2025 arxiv / code /
	BHViT: Binarized Hybrid Vision Transformer Tian Gao, Zhiyuan Zhang, Yu Zhang, Huajun Liu, Kaijie Yin, Chengzhong Xu, Hui Kong IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 arxiv / code /
	Pathfinder for Low-altitude Aircraft with Binary Neural Network Kaijie Yin, Tian Gao, Hui Kong IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025 arxiv / video / code /