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Institutt for fysikk og teknologi shujian.yu@uit.no

Shujian Yu


Førsteamanuensis II/ Maskinlæring


  • Kaizhong Zheng, Shujian Yu, Badong Chen :
    CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis
    Neural Networks 2024 DOI
  • Shuo Ye, Shujian Yu, Yu Wang, Xinge You :
    R2-trans: Fine-grained visual categorization with redundancy reduction
    Image and Vision Computing 2024 DOI
  • Ane Blazquez-Garcia, Kristoffer Knutsen Wickstrøm, Shujian Yu, Karl Øyvind Mikalsen, Ahcene Boubekki, Angel Conde m.fl.:
    Selective Imputation for Multivariate Time Series Datasets with Missing Values
    IEEE Transactions on Knowledge and Data Engineering 2023 ARKIV / DOI
  • Shuo Ye, Shujian Yu, Wenjin Hou, Yu Wang, Xinge You :
    Coping with change: Learning invariant and minimum sufficient representations for fine-grained visual categorization
    Computer Vision and Image Understanding 2023 DOI
  • Yuxin Dong, Tieliang Gong, Shujian Yu, Chen Li :
    Optimal Randomized Approximations for Matrix-Based Rényi's Entropy
    IEEE Transactions on Information Theory 2023 DOI
  • Tieliang Gong, Yuxin Dong, Shujian Yu, Bo Dong :
    Computationally Efficient Approximations for Matrix-Based Rényi's Entropy
    IEEE Transactions on Signal Processing 2023 DOI
  • Kristoffer Wickstrøm, Sigurd Eivindson Løkse, Michael Kampffmeyer, Shujian Yu, José C. Príncipe, Robert Jenssen :
    Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy
    Entropy 2023 ARKIV / DOI
  • Qiang Li, Greg Ver Steeg, Shujian Yu, Jesus Malo :
    Functional Connectome of the Human Brain with Total Correlation
    Entropy 2022 ARKIV / DOI
  • Wanqi Zhou, Shujian Yu, Badong Chen :
    Causality detection with matrix-based transfer entropy
    Information Sciences 2022 DOI
  • Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen, Jose C. Principe :
    Principle of Relevant Information for Graph Sparsification
    Proceedings of Machine Learning Research (PMLR) 2022 FULLTEKST / DOI
  • Francesco Alesiani, Shujian Yu, Xi Yu :
    Gated information bottleneck for generalization in sequential environments
    Knowledge and Information Systems 2022 DOI
  • Daniel Johansen Trosten, Kristoffer Wickstrøm, Shujian Yu, Sigurd Eivindson Løkse, Robert Jenssen, Michael Kampffmeyer :
    Deep Clustering with the Cauchy-Schwarz Divergence
    2022
  • Changkyu Choi, Shujian Yu, Michael Kampffmeyer, Arnt-Børre Salberg, Nils Olav Handegard, Suaiba Amina Salahuddin m.fl.:
    Explaining Marine Acoustic Target Classification in Multi-channel Echosounder Data using Self-attention Mask, Information-Bottleneck, and Mask Prior
    2022

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