Ruixuan Wang

About Ruixuan Wang

Ruixuan Wang, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Sun Yat-Sen University, specializes in the field of Computer vision, pattern recognition, machine learning, medical image analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Automatic Lenke classification of adolescent idiopathic scoliosis with deep learning

Audio-Aided Learning Framework for Image Classification with Limited Training Images

TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection

Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection

FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging

Generalizable Two-Branch Framework for Image Class-Incremental Learning

Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection

PAMI: partition input and aggregate outputs for model interpretation

Ruixuan Wang Information

University

Position

___

Citations(all)

2416

Citations(since 2020)

2116

Cited By

806

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

42

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Ruixuan Wang Skills & Research Interests

Computer vision

pattern recognition

machine learning

medical image analysis

Top articles of Ruixuan Wang

Automatic Lenke classification of adolescent idiopathic scoliosis with deep learning

JOR spine

2024/6

Shen Zhao
Shen Zhao

H-Index: 9

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Audio-Aided Learning Framework for Image Classification with Limited Training Images

2024/4/14

TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Tong Zhang
Tong Zhang

H-Index: 20

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Jianjia Zhang
Jianjia Zhang

H-Index: 7

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Generalizable Two-Branch Framework for Image Class-Incremental Learning

arXiv preprint arXiv:2402.18086

2024/2/28

Chao Wu
Chao Wu

H-Index: 7

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection

IEEE Transactions on Circuits and Systems for Video Technology

2024/1/29

Ruixuan Wang
Ruixuan Wang

H-Index: 10

PAMI: partition input and aggregate outputs for model interpretation

Pattern Recognition

2024/1/1

Task-Incremental Medical Image Classification with Task-Specific Batch Normalization

2023/10/13

Ping Hu
Ping Hu

H-Index: 21

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Adapter learning in pretrained feature extractor for continual learning of diseases

2023/10/1

SATS: Self-attention transfer for continual semantic segmentation

Pattern Recognition

2023/6/1

Yanchong Zheng
Yanchong Zheng

H-Index: 12

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Continual learning with bayesian model based on a fixed pre-trained feature extractor

Visual Intelligence

2023/5/8

Yang Yang
Yang Yang

H-Index: 9

Ruixuan Wang
Ruixuan Wang

H-Index: 10

PCCT: progressive class-center triplet loss for imbalanced medical image classification

IEEE Journal of Biomedical and Health Informatics

2023/1/27

Shen Zhao
Shen Zhao

H-Index: 9

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Revisit PCA-based technique for Out-of-Distribution Detection

2023

Measuring the binary thickness of buccal bone of anterior maxilla in low-resolution cone-beam computed tomography via a bilinear convolutional neural network

Quantitative Imaging in Medicine and Surgery

2023/12/12

Feature Adaptation with CLIP for Few-shot Classification

2023/12/6

Wentao Zhang
Wentao Zhang

H-Index: 2

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Class-specific Prompts in Vision Transformer for Continual Learning of New Diseases

2023/12/5

Ruixuan Wang
Ruixuan Wang

H-Index: 10

Local Adversarial Attacks for Understanding Model Decisions

2023/11/18

Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning

2023/11/17

Jianguo Zhang
Jianguo Zhang

H-Index: 5

Ruixuan Wang
Ruixuan Wang

H-Index: 10

See List of Professors in Ruixuan Wang University(Sun Yat-Sen University)

Co-Authors

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