Yu Duan
Logo Assistant Professor @Xidian University

Hi there! My name is Yu Duan (段昱), an Assistant Professor at Xidian University. My research interests focus on clustering, semi-supervised learning, representation learning. I'm also deeply interested in guitar🎸, motocycle🏍️, and photography📷.

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Education
  • Northwestern Polytechnical University
    Northwestern Polytechnical University
    Ph.D. in Computer Science
    Mar. 2021 - Dec. 2024
  • Northwestern Polytechnical University
    Northwestern Polytechnical University
    M.S. in Computer Science
    Sep. 2018 - Mar. 2021
  • Hefei University of Technology
    Hefei University of Technology
    B.S. in Electronic Engineering
    Sep. 2014 - Jul. 2018
Experience
  • Xidian University
    Xidian University
    Assistant Professor
    Mar. 2025 - present
News
2025
🍁🍁One paper has been accepted by TMM.
Oct 17
🍁🍁Two papers have been accepted by ICDM.
Sep 10
🍁🍁One paper has been accepted by TNNLS.
Jul 21
🍁🍁One paper has been accepted by ACM MM.
Jul 05
🍁🍁One paper has been accepted by ICCV.
Jun 26
🍁🍁One paper has been accepted by TIP.
Jun 12
I have joined Xidian Unversity as an Assistant Professor.
Mar 14
2024
I successfully completed my Ph.D. defense!
Nov 22
Selected Publications (view all )
Hyperbolic Hierarchical Representation Learning for Generalized Category Discovery
Hyperbolic Hierarchical Representation Learning for Generalized Category Discovery

Yu Duan, Feiping Nie, Huimin Chen, Zhanxuan Hu*, Rong Wang, Xuelong Li (* corresponding author)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2025

[Paper] [Code] [BibTex]

Hyperbolic Hierarchical Representation Learning for Generalized Category Discovery

Yu Duan, Feiping Nie, Huimin Chen, Zhanxuan Hu*, Rong Wang, Xuelong Li (* corresponding author)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2025

[Paper] [Code] [BibTex]

A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention
A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention

Qiyu Xu, Zhanxuan Hu, Yu Duan, Ercheng Pei, Yonghang Tai

International Conference on Computer Vision (ICCV) 2025

[Paper] [Code] [BibTex]

A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention

Qiyu Xu, Zhanxuan Hu, Yu Duan, Ercheng Pei, Yonghang Tai

International Conference on Computer Vision (ICCV) 2025

[Paper] [Code] [BibTex]

Soft Neighbors Supported Contrastive Clustering
Soft Neighbors Supported Contrastive Clustering

Yu Duan, Huimin Chen, Runxin Zhang, Rong Wang, Feiping Nie*, Xuelong Li (* corresponding author)

IEEE Transactions on Image Processing (TIP) 2025

[Paper] [Code] [BibTex]

Soft Neighbors Supported Contrastive Clustering

Yu Duan, Huimin Chen, Runxin Zhang, Rong Wang, Feiping Nie*, Xuelong Li (* corresponding author)

IEEE Transactions on Image Processing (TIP) 2025

[Paper] [Code] [BibTex]

Mutual-support generalized category discovery
Mutual-support generalized category discovery

Yu Duan, Zhanxuan Hu, Rong Wang, Zhensheng Sun, Feiping Nie*, Xuelong Li (* corresponding author)

Information Fusion (IF) 2025

[Paper] [Code] [BibTex]

Mutual-support generalized category discovery

Yu Duan, Zhanxuan Hu, Rong Wang, Zhensheng Sun, Feiping Nie*, Xuelong Li (* corresponding author)

Information Fusion (IF) 2025

[Paper] [Code] [BibTex]

Prediction consistency regularization for Generalized Category Discovery
Prediction consistency regularization for Generalized Category Discovery

Yu Duan, Junzhi He, Runxin Zhang, Rong Wang, Xuelong Li, Feiping Nie* (* corresponding author)

Information Fusion (IF) 2024

[Paper] [Code] [BibTex]

Prediction consistency regularization for Generalized Category Discovery

Yu Duan, Junzhi He, Runxin Zhang, Rong Wang, Xuelong Li, Feiping Nie* (* corresponding author)

Information Fusion (IF) 2024

[Paper] [Code] [BibTex]

Toward Balance Deep Semisupervised Clustering
Toward Balance Deep Semisupervised Clustering

Yu Duan, Zhoumin Lu, Rong Wang, Xuelong Li, Feiping Nie* (* corresponding author)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2024

[Paper] [Code] [BibTex]

Toward Balance Deep Semisupervised Clustering

Yu Duan, Zhoumin Lu, Rong Wang, Xuelong Li, Feiping Nie* (* corresponding author)

IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 2024

[Paper] [Code] [BibTex]

All publications