Yuxin Dong

Orcid: 0000-0002-4475-5056

Affiliations:

Xi'an Jiaotong University, Xi'an, China

According to our database¹, Yuxin Dong authored at least 20 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2026

Thinking in Scales: Accelerating Gigapixel Pathology Image Analysis via Adaptive Continuous Reasoning.

[BibT_eX]

[DOI]

Mireia Crispin-Ortuzar

Huazhu Fu

Chen Li

Zeyu Gao

CoRR, May, 2026

Nyström-aware approximations for matrix-based Rényi's entropy.

[BibT_eX]

[DOI]

Neural Networks, 2026

Towards the generalization of multi-view learning: An information-theoretical analysis.

[BibT_eX]

[DOI]

Inf. Fusion, 2026

2025

How Does Distribution Matching Help Domain Generalization: An Information-Theoretic Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, March, 2025

Efficient Approximations for Matrix-Based Rényi's Entropy on Sequential Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2025

Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis.

[BibT_eX]

[DOI]

CoRR, January, 2025

Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Markov Subsampling Based on Huber Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2024

Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Optimal Randomized Approximations for Matrix-Based Rényi's Entropy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, July, 2023

Dual Attention and Patient Similarity Network for drug recommendation.

[BibT_eX]

[DOI]

Bioinform., January, 2023

Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Robust and Fast Measure of Information via Low-Rank Representation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Computationally Efficient Approximations for Matrix-Based Rényi's Entropy.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Computationally Efficient Approximations for Matrix-based Renyi's Entropy.

[BibT_eX]

[DOI]

CoRR, 2021

A representation model for biological entities by fusing structured axioms with unstructured texts.

[BibT_eX]

[DOI]

Bioinform., 2021

2019

OpenHI: open platform for histopathological image annotation.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2019

OpenHI2 - Open source histopathological image platform.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Yuxin Dong

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