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ORCIDYuxin Dong 0003
Person information
- affiliation: Xi'an Jiaotong University, Xi'an, China
Other persons with the same name
- Yuxin Dong — disambiguation page
- Yuxin Dong 0001
![[0000-0002-0166-7590]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0166-7590")
— Harbin Engineering University, Harbin, Heilongjiang, China - Yuxin Dong 0002 — Hebei Agricultural University, Baoding, China
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2020 – today
- 2026
[j10]Wen Wen, Tieliang Gong, Yuxin Dong, Shujian Yu, Bo Dong:
Towards the generalization of multi-view learning: An information-theoretical analysis. Inf. Fusion 127: 103776 (2026)- [j9]Tieliang Gong, Wen Wen, Yuxin Dong, Zeyu Gao, Weizhan Zhang:
Nyström-aware approximations for matrix-based Rényi's entropy. Neural Networks 195: 108268 (2026) - 2025
- [j8]Yuxin Dong, Tieliang Gong, Hong Chen, Shuangyong Song, Weizhan Zhang, Chen Li:
How Does Distribution Matching Help Domain Generalization: An Information-Theoretic Analysis. IEEE Trans. Inf. Theory 71(3): 2028-2053 (2025) - [j7]Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li:
Efficient Approximations for Matrix-Based Rényi's Entropy on Sequential Data. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2040-2050 (2025) - [c7]Yuxin Dong, Haoran Guo, Tieliang Gong, Wen Wen, Chen Li:
Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence. ICML 2025 - [i9]Wen Wen, Tieliang Gong, Yuxin Dong, Shujian Yu, Weizhan Zhang:
Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis. CoRR abs/2501.16768 (2025) - 2024
- [j6]Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Chen Li:
Markov Subsampling Based on Huber Criterion. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2250-2262 (2024) - [c6]Yuxin Dong, Tieliang Gong, Hong Chen, Shujian Yu, Chen Li:
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds. ICLR 2024 - [c5]Yuxin Dong, Tieliang Gong, Hong Chen, Zhongjiang He, Mengxiang Li, Shuangyong Song, Chen Li:
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective. ICML 2024: 11311-11345 - [i8]Yuxin Dong, Tieliang Gong, Hong Chen, Shuangyong Song, Weizhan Zhang, Chen Li:
How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis. CoRR abs/2406.09745 (2024) - 2023
- [j5]Jialun Wu, Yuxin Dong, Zeyu Gao, Tieliang Gong, Chen Li:
Dual Attention and Patient Similarity Network for drug recommendation. Bioinform. 39(1) (2023) - [j4]Yuxin Dong, Tieliang Gong, Shujian Yu, Chen Li:
Optimal Randomized Approximations for Matrix-Based Rényi's Entropy. IEEE Trans. Inf. Theory 69(7): 4218-4234 (2023) - [c4]Yuxin Dong, Tieliang Gong, Shujian Yu, Hong Chen, Chen Li:
Robust and Fast Measure of Information via Low-Rank Representation. AAAI 2023: 7450-7458 - [c3]Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li:
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective. IJCAI 2023: 3642-3650 - [i7]Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li:
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Renyi's Entropy Perspective. CoRR abs/2305.01143 (2023) - 2022
- [j3]Tieliang Gong, Yuxin Dong, Shujian Yu, Bo Dong:
Computationally Efficient Approximations for Matrix-Based Rényi's Entropy. IEEE Trans. Signal Process. 70: 6170-6184 (2022) - [c2]Tieliang Gong, Yuxin Dong, Hong Chen, Wei Feng, Bo Dong, Chen Li:
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment. AAAI 2022: 6721-6728 - [i6]Yuxin Dong, Tieliang Gong, Shujian Yu, Chen Li:
Optimal Randomized Approximations for Matrix based Renyi's Entropy. CoRR abs/2205.07426 (2022) - [i5]Yuxin Dong, Tieliang Gong, Shujian Yu, Hong Chen, Chen Li:
Robust and Fast Measure of Information via Low-rank Representation. CoRR abs/2211.16784 (2022) - 2021
- [j2]Peiliang Lou, Yuxin Dong, Antonio Jimeno-Yepes, Chen Li:
A representation model for biological entities by fusing structured axioms with unstructured texts. Bioinform. 37(8): 1156-1163 (2021) - [i4]Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Wei Feng, Chen Li:
Regularized Modal Regression on Markov-dependent Observations: A Theoretical Assessment. CoRR abs/2112.04779 (2021) - [i3]Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Chen Li:
Markov subsampling based Huber Criterion. CoRR abs/2112.06134 (2021) - [i2]Tieliang Gong, Yuxin Dong, Shujian Yu, Hong Chen, Bo Dong, Chen Li, Qinghua Zheng:
Computationally Efficient Approximations for Matrix-based Renyi's Entropy. CoRR abs/2112.13720 (2021) - 2020
- [i1]Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang, Chen Li:
OpenHI2 - Open source histopathological image platform. CoRR abs/2001.05158 (2020)
2010 – 2019
- 2019
- [j1]Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Peiliang Lou, Chunbao Wang, Lixia Yao, Xiangrong Zhang, Chen Li:
OpenHI: open platform for histopathological image annotation. Int. J. Data Min. Bioinform. 22(4): 328-349 (2019) - [c1]Pargorn Puttapirat, Chen Li, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang:
OpenHI2 - Open source histopathological image platform. BIBM 2019: 2696-2701
Coauthor Index
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