Shujian Yu
University of Florida
H-index: 18
North America-United States
Top articles of Shujian Yu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Discovering common information in multi-view data | Information Fusion | Qi Zhang Mingfei Lu Shujian Yu Jingmin Xin Badong Chen | 2024/4/4 |
BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping | NeuroImage | Kaizhong Zheng Shujian Yu Liangjun Chen Lujuan Dang Badong Chen | 2024/4/1 |
Ci-gnn: A granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis | arXiv preprint arXiv:2301.01642 | Kaizhong Zheng Shujian Yu Badong Chen | 2023/1/4 |
R2-trans: Fine-grained visual categorization with redundancy reduction | Image and Vision Computing | Shuo Ye Shujian Yu Yu Wang Xinge You | 2024/3/1 |
Cauchy-Schwarz Divergence Information Bottleneck for Regression | Shujian Yu Xi Yu Sigurd Løkse Robert Jenssen Jose C Principe | 2023/10/13 | |
DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning | Changkyu Choi Shujian Yu Michael Kampffmeyer Arnt-Børre Salberg Nils Olav Handegard | 2024/4/14 | |
The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization | Proceedings of the AAAI Conference on Artificial Intelligence | Shujian Yu | 2023/6/26 |
MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness | arXiv preprint arXiv:2312.04960 | Xiaoyun Xu Shujian Yu Jingzheng Wu Stjepan Picek | 2023/12/8 |
Computationally Efficient Approximations for Matrix-Based Rényi's Entropy | IEEE Transactions on Signal Processing | Tieliang Gong Yuxin Dong Shujian Yu Bo Dong | 2022 |
Multiscale principle of relevant information for hyperspectral image classification | Machine Learning | Yantao Wei Shujian Yu Luis Sanchez Giraldo José C Príncipe | 2023/4 |
Identification of Predictive Subnetwork for Brain Network-Based Psychiatric Diagnosis: An Information-Theoretic Perspective | Kaizhong Zheng Shujian Yu Badong Chen | 2023/6/4 | |
Aberrant High-Order Dependencies in Schizophrenia Resting-State Functional MRI Networks | arXiv preprint arXiv:2310.17445 | Qiang Li Vince D Calhoun Adithya Ram Ballem Shujian Yu Jesus Malo | 2023/10/26 |
Optimal Randomized Approximations for Matrix-based Rényi’s Entropy | IEEE Transactions on Information Theory | Yuxin Dong Tieliang Gong Shujian Yu Chen Li | 2023/3/21 |
Sequential Invariant Information Bottleneck | Yichen Zhang Shujian Yu Badong Chen | 2023/6/4 | |
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual Categorization | Computer Vision and Image Understanding | Shuo Ye Shujian Yu Wenjin Hou Yu Wang Xinge You | 2023/12/1 |
Selective imputation for multivariate time series datasets with missing values | IEEE Transactions on Knowledge and Data Engineering | Ane Blázquez-García Kristoffer Wickstrøm Shujian Yu Karl Øyvind Mikalsen Ahcene Boubekki | 2023/1/31 |
Towards a More Stable and General Subgraph Information Bottleneck | Hongzhi Liu Kaizhong Zheng Shujian Yu Badong Chen | 2023/6/4 | |
Continual Invariant Risk Minimization | arXiv preprint arXiv:2310.13977 | Francesco Alesiani Shujian Yu Mathias Niepert | 2023/10/21 |
Higher-order organization in the human brain from matrix-based rényi’s entropy | arXiv preprint arXiv:2303.11994 | Qiang Li Shujian Yu Kristoffer H Madsen Vince D Calhoun Armin Iraji | 2023/3/21 |
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making | arXiv preprint arXiv:2301.08970 | Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C Príncipe | 2023/1/21 |
Co-Authors
