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 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

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

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