Yuxin Dong

Orcid: 0000-0002-0166-7590

According to our database¹, Yuxin Dong authored at least 49 papers between 2009 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2025

Dynamic fusion of multi-source heterogeneous data using MOE mechanism for stock prediction.

[BibT_eX]

[DOI]

Yuxin Dong

Zirui Wu

Yongtao Hao

Appl. Intell., April, 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

Towards Sharper Information-theoretic Generalization Bounds for Meta-Learning.

[BibT_eX]

[DOI]

CoRR, January, 2025

2024

Markov Subsampling Based on Huber Criterion.

[BibT_eX]

[DOI]

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

Stock Type Prediction Model Based on Hierarchical Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2024

Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Automated Genre-Aware Article Scoring and Feedback Using Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamic Fraud Detection: Integrating Reinforcement Learning into Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2024

DP-Font: Chinese Calligraphy Font Generation Using Diffusion Model and Physical Information Neural Network.

[BibT_eX]

[DOI]

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

Polyp Segmentation Achieved Through Multi-Scale Feature Fusion Based on Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024

2023

Estimating and Mapping Soil Salinity in Multiple Vegetation Cover Periods by Using Unmanned Aerial Vehicle Remote Sensing.

[BibT_eX]

[DOI]

Remote. Sens., September, 2023

Contrastive Learning with Frequency Domain for Sequential Recommendation.

[BibT_eX]

[DOI]

Appl. Soft Comput., September, 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, July, 2023

Applying correlation analysis to electrode optimization in source domain.

[BibT_eX]

[DOI]

Yuxin Dong

Linlin Wang

Mingai Li

Medical Biol. Eng. Comput., May, 2023

Teaching Quality Monitoring and Evaluation in Higher Education through a Big Data Analysis.

[BibT_eX]

[DOI]

Yuxin Dong

Int. J. Emerg. Technol. Learn., April, 2023

KHGCN: Knowledge-Enhanced Recommendation with Hierarchical Graph Capsule Network.

[BibT_eX]

[DOI]

Entropy, April, 2023

Multi-Year Crop Type Mapping Using Sentinel-2 Imagery and Deep Semantic Segmentation Algorithm in the Hetao Irrigation District in China.

[BibT_eX]

[DOI]

Remote. Sens., February, 2023

Dual Attention and Patient Similarity Network for drug recommendation.

[BibT_eX]

[DOI]

Bioinform., January, 2023

Contrastive Learning with Frequency-Domain Interest Trends for Sequential Recommendation.

[BibT_eX]

[DOI]

Yichi Zhang

Guisheng Yin

Yuxin Dong

Proceedings of the 17th ACM Conference on Recommender Systems, 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

Multi-view Robust Discriminative Feature Learning for Remote Sensing Image with Noisy Labels.

[BibT_eX]

[DOI]

Mob. Networks Appl., December, 2022

Multi-view Subspace Clustering via Two Dimensional Structures Preservation on Heterogeneous Features.

[BibT_eX]

[DOI]

Jinyong Chen

Yuxin Dong

Kang Sun

Mob. Networks Appl., December, 2022

Consistency regularization teacher-student semi-supervised learning method for target recognition in SAR images.

[BibT_eX]

[DOI]

Vis. Comput., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Attentive convolutional neural network with the representation of document and sentence for rating prediction.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Knowledge-aware recommendation model with dynamic co-attention and attribute regularize.

[BibT_eX]

[DOI]

Appl. Intell., 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

Early Labeled and Small Loss Selection Semi-Supervised Learning Method for Remote Sensing Image Scene Classification.

[BibT_eX]

[DOI]

Ye Tian

Yuxin Dong

Guisheng Yin

Remote. Sens., 2021

Ship Object Detection of Remote Sensing Image Based on Visual Attention.

[BibT_eX]

[DOI]

Remote. Sens., 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

Corrigendum to "Link prediction in dynamic networks based on the attraction force between nodes" [Knowl.-Based Syst. 181 (2019) 104792].

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Link prediction in dynamic networks based on the attraction force between nodes.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

OpenHI: open platform for histopathological image annotation.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2019

Integrity Evolutionary Model with Stochastic Disturbance based on Evolutionary Game.

[BibT_eX]

[DOI]

Yuxin Dong

Shuyun Fang

Fukun Chen

Proceedings of the 2019 3rd International Conference on Management Engineering, 2019

OpenHI2 - Open source histopathological image platform.

[BibT_eX]

[DOI]

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

2016

A Personalized Recommendation Algorithm with User Trust in Social Network.

[BibT_eX]

[DOI]

Proceedings of the Social Computing, 2016

An improved partheno-genetic algorithm for the multi-constrained problem of curling match arrangement.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

A trust-based probabilistic recommendation model for social networks.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2015

A co-evolutionary algorithm based on mixed mutation strategy for WDP in combinatorial auction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2013

Wright-Fisher multi-strategy trust evolution model with white noise for Internetware.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Web Service Evaluation Method Based on Time-aware Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

2012

Web Services Evaluation Predication Model based on Time Utility.

[BibT_eX]

[DOI]

J. Softw., 2012

2009

A fuzzy clustering algorithm based on evolutionary programming.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Yuxin Dong

Timeline

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