I’m Xiaodong Tan, currently a 3rd year Master’s student in Computer Science and Technology at China University of Petroleum (East China). Before that, I received my Bachelor’s degree at Shandong University of Science and Technology.

My research interest includes computer vision, multimodal learning and bioinformatics. I’m open to collaboration.

Jan 2025: 🎉🎉 Our paper on RNA Interactions was published in IEEE Transactions on Consumer Electronics.
Jul 2024: 🎉🎉 Our paper on RGB Image Dehazing has been accepted for publication in the proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC) 2024.
Jun 2024: 🎉🎉 Our work on Hyperspectral Image Denoising was published in IEEE Transactions on Geoscience and Remote Sensing.
Apr 2024: 🎉🎉 Our work on the fine tuning of the CLIP model was published in Computers and Electrical Engineering.

IEEE TGRS

Xiaodong Tan, Mingwen Shao, Yuanjian Qiao, Tiyao Liu, Xiangyong Cao

IEEE Transactions on Geoscience and Remote Sensing

We propose a Hyperspectral Denoising Transformer using Low-Rank Prompt (HyLoRa), simultaneously taking the spatial self-similarity and spectral low-rank property into account for HSI denoising.

Tiyao Liu, Shudong Wang, Yawu Zhao, Xiaodong Tan, Shanchen Pang, MWMF-GLRW: Using Smart Model to Accurately Predict Noncoding RNA Interactions for Healthy Consumption, in IEEE Transactions on Consumer Electronics.
Yuanjian Qiao, Mingwen Shao, Xiaodong Tan and Lingzhuang Meng, Uncertainty Aware Diffusion Model for Real-World Image Dehazing, in Proceedings of ICMLC 2024.
Haonan Wang, Mingwen Shao, Xiaodong Tan and Lixu Zhang, Model-aware prompt tuning with deep adpative feature enhancement, in Computers and Electrical Engineering.
Tiyao Liu, Shudong Wang, Yuanyuan Zhang, Chuanru Ren, Yunyin Li, Xiaodong Tan and Shanchen Pang, Predicting small molecule-miRNA associations using matrix enhancement and collaborative double matrix completion, undergoing review in Biomedical Signal Processing and Control.
Tiyao Liu, Shudong Wang, Shanchen Pang and Xiaodong Tan, Truncated Arctangent Rank Minimization and Double-strategy Neighborhood Constraint Graph Inference for Drug-Disease Association prediction, undergoing review in Journal of Biomedical Informatics.

Nov 2024 National Scholarship
Oct 2023 Extraordinary Postgraduate Student, China University of Petroleum (East China)
Aug 2021 National Third Prize, The 10th China Software Cup
Dec 2020 National First Prize, The 12th National Chinese Mathematic Competition (CMC)