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Yuxin Dong
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Year
Dual attention and patient similarity network for drug recommendation
J Wu, Y Dong, Z Gao, T Gong, C Li
Bioinformatics 39 (1), btad003, 2023
92023
Optimal randomized approximations for matrix-based rényi’s entropy
Y Dong, T Gong, S Yu, C Li
IEEE Transactions on Information Theory, 2023
52023
OpenHI2—Open source histopathological image platform
P Puttapirat, H Zhang, J Deng, Y Dong, J Shi, H He, Z Gao, C Wang, ...
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
42019
OpenHI: open platform for histopathological image annotation
P Puttapirat, H Zhang, J Deng, Y Dong, J Shi, P Lou, C Wang, L Yao, ...
International Journal of Data Mining and Bioinformatics 22 (4), 328-349, 2019
42019
Markov subsampling based on Huber criterion
T Gong, Y Dong, H Chen, B Dong, C Li
IEEE Transactions on Neural Networks and Learning Systems, 2022
22022
Computationally Efficient Approximations for Matrix-Based Rényi's Entropy
T Gong, Y Dong, S Yu, B Dong
IEEE Transactions on Signal Processing 70, 6170-6184, 2022
22022
A representation model for biological entities by fusing structured axioms with unstructured texts
P Lou, YX Dong, A Jimeno Yepes, C Li
Bioinformatics 37 (8), 1156-1163, 2021
22021
Understanding the generalization ability of deep learning algorithms: a kernelized Rényi's entropy perspective
Y Dong, T Gong, H Chen, C Li
arXiv preprint arXiv:2305.01143, 2023
12023
HistoML, a markup language for representation and exchange of histopathological features in pathology images
P Lou, C Wang, R Guo, L Yao, G Zhang, J Yang, Y Yuan, Y Dong, Z Gao, ...
Scientific Data 9 (1), 387, 2022
12022
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment
T Gong, Y Dong, H Chen, W Feng, B Dong, C Li
Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6721-6728, 2022
12022
Libmi: An open source library for efficient histopathological image processing
Y Dong, P Puttapirat, J Deng, X Zhang, C Li
Journal of Pathology Informatics 11 (1), 26, 2020
12020
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds
Y Dong, T Gong, H Chen, S Yu, C Li
The Twelfth International Conference on Learning Representations, 2023
2023
Efficient Approximations for Matrix-Based Rényi’s Entropy on Sequential Data
Y Dong, T Gong, H Chen, C Li
IEEE Transactions on Neural Networks and Learning Systems, 2023
2023
Robust and fast measure of information via low-rank representation
Y Dong, T Gong, S Yu, H Chen, C Li
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7450-7458, 2023
2023
Fast One-Pass Approximation for Matrix-Based Rényi's Entropy
T Gong, Y Dong, Z Gao, H Chen, W Zhang
Available at SSRN 4782764, 0
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Articles 1–15