Yuxin Dong

26 papers A* 6Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Nyström-aware approximations for matrix-based Rényi's entropy.
Neural Networks
Tieliang Gong, Wen Wen, Yuxin Dong, Zeyu Gao, Weizhan Zhang
2026 J jnl
Towards the generalization of multi-view learning: An information-theoretical analysis.
Inf. Fusion
Wen Wen, Tieliang Gong, Yuxin Dong, Shujian Yu, Bo Dong
2025 J jnl
Efficient Approximations for Matrix-Based Rényi's Entropy on Sequential Data.
IEEE Trans. Neural Networks Learn. Syst.
Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li
2025 A* conf
Exactly Tight Information-theoretic Generalization Bounds via Binary Jensen-Shannon Divergence.
ICML
Yuxin Dong, Haoran Guo, Tieliang Gong, Wen Wen, Chen Li
2025 J jnl
How Does Distribution Matching Help Domain Generalization: An Information-Theoretic Analysis.
IEEE Trans. Inf. Theory
Yuxin Dong, Tieliang Gong, Hong Chen, Shuangyong Song, Weizhan Zhang, Chen Li
2025 J jnl
Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis.
CoRR
Wen Wen, Tieliang Gong, Yuxin Dong, Shujian Yu, Weizhan Zhang
2024 J jnl
How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis.
CoRR
Yuxin Dong, Tieliang Gong, Hong Chen, Shuangyong Song, Weizhan Zhang, Chen Li
2024 J jnl
Markov Subsampling Based on Huber Criterion.
IEEE Trans. Neural Networks Learn. Syst.
Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Chen Li
2024 A* conf
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds.
ICLR
Yuxin Dong, Tieliang Gong, Hong Chen, Shujian Yu, Chen Li
2024 A* conf
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective.
ICML
Yuxin Dong, Tieliang Gong, Hong Chen, Zhongjiang He, Mengxiang Li, Shuangyong Song, Chen Li
2023 J jnl
Dual Attention and Patient Similarity Network for drug recommendation.
Bioinform.
Jialun Wu, Yuxin Dong, Zeyu Gao, Tieliang Gong, Chen Li
2023 J jnl
Optimal Randomized Approximations for Matrix-Based Rényi's Entropy.
IEEE Trans. Inf. Theory
Yuxin Dong, Tieliang Gong, Shujian Yu, Chen Li
2023 A* conf
Robust and Fast Measure of Information via Low-Rank Representation.
AAAI
Yuxin Dong, Tieliang Gong, Shujian Yu, Hong Chen, Chen Li
2023 J jnl
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Renyi's Entropy Perspective.
CoRR
Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li
2023 A* conf
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective.
IJCAI
Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li
2022 J jnl
Computationally Efficient Approximations for Matrix-Based Rényi's Entropy.
IEEE Trans. Signal Process.
Tieliang Gong, Yuxin Dong, Shujian Yu, Bo Dong
2022 J jnl
Optimal Randomized Approximations for Matrix based Renyi's Entropy.
CoRR
Yuxin Dong, Tieliang Gong, Shujian Yu, Chen Li
2022 A* conf
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment.
AAAI
Tieliang Gong, Yuxin Dong, Hong Chen, Wei Feng, Bo Dong, Chen Li
2022 J jnl
Robust and Fast Measure of Information via Low-rank Representation.
CoRR
Yuxin Dong, Tieliang Gong, Shujian Yu, Hong Chen, Chen Li
2021 J jnl
A representation model for biological entities by fusing structured axioms with unstructured texts.
Bioinform.
Peiliang Lou, Yuxin Dong, Antonio Jimeno-Yepes, Chen Li
2021 J jnl
Computationally Efficient Approximations for Matrix-based Renyi's Entropy.
CoRR
Tieliang Gong, Yuxin Dong, Shujian Yu, Hong Chen, Bo Dong, Chen Li, Qinghua Zheng
2021 J jnl
Markov subsampling based Huber Criterion.
CoRR
Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Chen Li
2021 J jnl
Regularized Modal Regression on Markov-dependent Observations: A Theoretical Assessment.
CoRR
Tieliang Gong, Yuxin Dong, Hong Chen, Bo Dong, Wei Feng, Chen Li
2020 J jnl
OpenHI2 - Open source histopathological image platform.
CoRR
Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang, Chen Li
2019 — conf
OpenHI2 - Open source histopathological image platform.
BIBM
Pargorn Puttapirat, Chen Li, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang
2019 J jnl
OpenHI: open platform for histopathological image annotation.
Int. J. Data Min. Bioinform.
Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Peiliang Lou, Chunbao Wang, Lixia Yao, Xiangrong Zhang, Chen Li