Junpeng Jing

I am a Ph.D. student at Imperial College London, supervised by Professor Krystian Mikolajczyk. I do research in computer vision, including stereo depth estimation, 3D scene understanding, and vision-language model.

Before starting my Ph.D., I completed my Master at Beihang University, where I was co-supervised by Professor Zhenyu Guan, Mai Xu and Xin Deng. I also completed my Bachelor at Beihang University.

Email / Google Scholar / Github

Publication

(*: equal contribution; †: corresponding)

	Hypo3D: Exploring Hypothetical Reasoning in 3D Ye Mao, Nigel Luo, Junpeng Jing^†, Anlan Qiu and Krystian Mikolajczyk arXiv [Project Page] [Arxiv] [Code]
	Match Stereo Videos via Bidirectional Alignment Junpeng Jing, Ye Mao, Anlan Qiu and Krystian Mikolajczyk arXiv [Project Page] [Arxiv] [Code] [Data]
	OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images Ye Mao, Junpeng Jing^†, and Krystian Mikolajczyk Neural Information Processing Systems (NeurIPS), 2024 [Project Page] [Arxiv] [Code]
	Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching Junpeng Jing, Ye Mao, and Krystian Mikolajczyk European Conference on Computer Vision (ECCV), 2024 [Project Page] [Arxiv] [Code]
	Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal IEEE/CVF International Conference on Computer Vision (ICCV), 2023 [Arxiv]
	Extremely Low Bit-rate Image Compression via Invertible Image Generation Fangyuan Gao, Xin Deng, Junpeng Jing, Xin Zou, and Mai Xu IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023 [Paper]
	DeepMIH: Deep Invertible Network for Multiple Image Hiding Zhenyu Guan^, Junpeng Jing^, Xin Deng, Mai Xu, Lai Jiang, Zhou Zhang, Yipeng Li IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 [Paper] [Code]
	HiNet: Deep Image Hiding by Invertible Network Junpeng Jing, Xin Deng, Mai Xu, Jianyi Wang, Zhenyu Guan IEEE/CVF International Conference on Computer Vision (ICCV), 2021 [Paper] [Code]

Competition

	Winner (1^st place) on Stereo Matching Track Robust Vision Challenge, ECCV Workshop 2022 [Link] [Certificate]
	6^th place on Stereo Image Super-Resolution Track NTIRE Challenge, CVPR Workshop 2022 [Link]

Teaching

Deep Learning (ELEC60009), TA, 2024, 2025

Computer Vision and Pattern Recognition (ELEC70073), TA, 2025

Academic Services

Conference Reviewer

Computer Vision and Pattern Recognition Conference (CVPR): 2023, 2024, 2025
International Conference on Computer Vision (ICCV): 2023
European Conference on Computer Vision (ECCV): 2024
AAAI Conference on Artificial Intelligence: 2025

Journal Reviewer:

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
International Journal of Computer Vision (IJCV)
IEEE Transactions on Image Processing (TIP)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Cybernetics
Neural Networks

Thanks to Jon Barron for sharing the source code of his site.