Picture of Yuning Cui

Yuning Cui

Technical University of Munich

Informatics 6 - Chair of Robotics, Artificial Intelligence and Real-time Systems (Prof. Knoll)

  • Office hours: By appointment
  • Room: 5607.03.059
  • yuning.cui(at)tum.de

Curriculum Vitae

I am a Ph.D. candidate under the supervision of Prof. Knoll since 2021. Previously, I obtained my master degree from National University of Defense Technology, China, in Dec. 2018 and bachelor degree from Central South University, China, in Jul. 2016.

I mainly focus on low-level vision tasks, such as image dehazing, desnowing, deblurring, etc.

I am a student member of IEEE.

Thesis Topic

Professional Activities

Conference Reviewer:

ECAI, NeurIPS, ICLR, CVPR, IJCAI, ACMMM

Journal Reviewer:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Computational Imaging
  • Knowledge-Based Systems
  • Frontiers in Neurorobotics
  • The Journal of Supercomputing
  • IET Image Processing

Publications

  • Liu, Mingyu; Yurtsever, Ekim; Fossaert, Jonathan; Zhou, Xingcheng; Zimmer, Walter; Cui, Yuning; Zagar, Bare Luka; Knoll, Alois C: A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook. IEEE Transactions on Intelligent Vehicles, 2024 mehr… BibTeX
  • Cui, Yuning; Knoll, Alois: Enhancing Local–Global Representation Learning for Image Restoration. IEEE Transactions on Industrial Informatics 20 (4), 2024, 6522-6530 mehr… BibTeX Volltext ( DOI )
  • Cui, Yuning; Ren, Wenqi; Knoll, Alois: Omni-Kernel Network for Image Restoration. Proceedings of the AAAI Conference on Artificial Intelligence, 2024 mehr… BibTeX
  • Wang, Jiangang; Cui, Yuning; Li, Yawen; Ren, Wenqi; Cao, Xiaochun: Omnidirectional Image Super-Resolution via Bi-Projection Fusion. Proceedings of the AAAI Conference on Artificial Intelligence, 2024 mehr… BibTeX
  • Cui, Yuning; Liu, Mingyu; Ren, Wenqi; Knoll, Alois: Hybrid frequency modulation network for image restoration. International Joint Conference on Artificial Intelligence, 2024 mehr… BibTeX
  • Cui, Yuning; Knoll, Alois: Dual-domain strip attention for image restoration. Neural Networks, 2023 mehr… BibTeX Volltext ( DOI )
  • Cui, Yuning; Ren, Wenqi; Cao, Xiaochun; Knoll, Alois: Image Restoration via Frequency Selection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 mehr… BibTeX Volltext ( DOI )
  • Cui, Yuning; Knoll, Alois: Exploring the Potential of Channel Interactions for Image Restoration. Knowledge-Based Systems, 2023 mehr… BibTeX Volltext ( DOI )
  • Cui, Yuning; Knoll, Alois: PSNet: Towards Efficient Image Restoration with Self-Attention. IEEE Robotics and Automation Letters, 2023 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
  • Cui, Yuning; Ren, Wenqi; Cao, Xiaochun; Knoll, Alois: Focal Network for Image Restoration. Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023 mehr… BibTeX Volltext (mediaTUM)
  • Cui, Yuning; Tao, Yi; Ren, Wenqi; Knoll, Alois: Dual-domain attention for image deblurring. Proceedings of the AAAI Conference on Artificial Intelligence, 2023 mehr… BibTeX Volltext (mediaTUM)
  • Cui, Yuning; Tao, Yi; Bing, Zhenshan; Ren, Wenqi; Gao, Xinwei; Cao, Xiaochun; Huang, Kai; Knoll, Alois: Selective Frequency Network for Image Restoration. The Eleventh International Conference on Learning Representations, 2023 mehr… BibTeX Volltext (mediaTUM)
  • Cui, Yuning; Ren, Wenqi; Yang, Sining; Cao, Xiaochun; Knoll, Alois: IRNeXt: Rethinking Convolutional Network Design for Image Restoration. International Conference on Machine Learning, 2023 mehr… BibTeX Volltext (mediaTUM)
  • Cui, Yuning; Tao, Yi; Jing, Luoxi; Knoll, Alois: Strip Attention for Image Restoration. International Joint Conference on Artificial Intelligence, IJCAI, 2023 mehr… BibTeX Volltext (mediaTUM)