Badong Chen

Xi'an Jiaotong University (XJTU)

SCHOLARLY PAPERS

12

DOWNLOADS

586

TOTAL CITATIONS

4

Scholarly Papers (12)

1.

An Information Bottleneck Approach for Multi-View Feature Selection

Number of pages: 36 Posted: 27 Jan 2023
affiliation not provided to SSRN, UiT The Arctic University of Norway, Xi'an Jiaotong University (XJTU), affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 148 (425,927)

Abstract:

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Feature selection, Neural Network, information bottleneck, interpretability, multi-view learning

2.

An Information-Theoretic Approach for Heterogeneous Differentiable Causal Discovery

Number of pages: 25 Posted: 22 May 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangdong University of Technology and Xi'an Jiaotong University (XJTU)
Downloads 74 (691,571)

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Differentiable causal discovery, Information theory, Heterogeneous data, Minimum error entropy

3.

Robust Tensor Ring-Based Graph Completion for Incomplete Multi-View Clustering

Number of pages: 34 Posted: 05 Apr 2024
Lei Xing, Badong Chen, Changyuan Yu and Jin Qin
affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU), Hong Kong Polytechnic University and Hong Kong Polytechnic University
Downloads 71 (707,611)
Citation 1

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Multi-view Learning, Multi-view Clustering, M-estimator, Robustness

Correntropy Meets Cross-Entropy: A Robust Loss Against Noisy Labels

Number of pages: 22 Posted: 09 Sep 2024
Chengdu University, Chengdu University of Information Technology, Harvard University - Harvard Medical School, Chengdu University of Information Technology, Chengdu University of Information Technology and Xi'an Jiaotong University (XJTU)
Downloads 33 (1,029,158)

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correntropy, noisy labels, robust label loss, deep neural network

Correntropy Meets Cross-Entropy: A Robust Loss Against Noisy Labels

Number of pages: 14 Posted: 24 Jun 2024
Chengdu University of Information Technology, Harvard University - Harvard Medical School, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University, Chengdu University and Xi'an Jiaotong University (XJTU)
Downloads 25 (1,125,278)

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correntropy, noisy labels, noise-tolerant

5.

Redefining and Subtyping of Major Depression Based On Brain Functional Connectivity Signatures with High Generalization: An Ensemble Hybrid Framework

Number of pages: 39 Posted: 17 Jan 2024
Xi'an Jiaotong University (XJTU), Government of the People's Republic of China - Air Force Medical University, Government of the People's Republic of China - Air Force Medical University, National University of Defense Technology - The College of Mechatronics and Automation, Xi'an Jiaotong University (XJTU) and Government of the People's Republic of China - Xijing Hospital
Downloads 51 (837,654)

Abstract:

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Graph Neural Network, Information Theory, Functional Magnetic Resonance Imaging, Subtyping, Major Depression, Multi-Site

6.

Discovering Common Information in Multi-View Data

Number of pages: 40 Posted: 17 Jan 2024
affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU), UiT The Arctic University of Norway, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 47 (869,669)
Citation 2

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Multi-view Learning, common information, matrix-based Rényi's α-order entropy functional, Total Correlation

Unbiased Scene Graph Generation Via Head-Tail Cooperative Network with Self-Supervised Learning

Number of pages: 12 Posted: 04 Jun 2024
Lei Wang, Zejian Yuan, Yao Lu and Badong Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 28 (1,087,647)

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Scene Graph Generation, Head-Tail Cooperative Network, Self-supervised Learning, Unbiased

Unbiased Scene Graph Generation Via Head-Tail Cooperative Network with Self-Supervised Learning

Number of pages: 12 Posted: 29 May 2024
Lei Wang, Zejian Yuan, Yao Lu and Badong Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 12 (1,297,088)

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Scene Graph Generation, Head-Tail Cooperative Network, Self-supervised Learning, Unbiased

8.

Generalized Kernel Maximum Correntropy Criterion with Variable Center: Formulation and Performance Analysis

Number of pages: 24 Posted: 30 Aug 2023
affiliation not provided to SSRN, Southwest Jiaotong University, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 29 (1,046,296)

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Kernel adaptive filtering, Generalized correntropy criterion, Generalized correntropy criterion with variable center, Mean square analysis.

9.

Correntropy Based Label Loss for Multi-Classifiation on Deep Neural Networks

Number of pages: 27 Posted: 27 Sep 2024
Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University of Information Technology, Chengdu University, Chengdu University and Xi'an Jiaotong University (XJTU)
Downloads 28 (1,057,889)

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Noisy label learning, correntropy, deep learning, robust loss

10.

Outlier-Robust Learning with Continuously Differentiable Least Trimmed Squares

Number of pages: 36 Posted: 16 Mar 2024
Lei Xing, Yufei Liu, Linhai Xu and Badong Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 21 (1,142,889)

Abstract:

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Robust Estimation, Least Trimmed Squares (LTS), Continuously Differentiable LTS (CD-LTS)

11.

Rsea-Mvgnn: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation

Number of pages: 23 Posted: 02 Nov 2024
Junyu Chen, Long Shi and Badong Chen
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE) and Xi'an Jiaotong University (XJTU)
Downloads 12 (1,249,831)
Citation 1

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graph neural networks, multi-view learning, structural enhancement, reliable aggregation

12.

Robust SOC Estimation of Li-Ion Battery Combining Gated Recurrent Unit and Square Root Ckf with Gmcc for Electric Vehicle Applications

Number of pages: 21 Posted: 19 Jun 2024
Peng Guo, Wentao Ma, Xinghua Liu and Badong Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Xi'an Jiaotong University (XJTU)
Downloads 7 (1,295,552)

Abstract:

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electric vehicle, state of charge estimation, Gated recurrent unit, cubature Kalman filter, generalized maximum correntropy criterion, non-Gaussian noise