2026

SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models
SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models

Zhanxuan Hu, Qiyu Xu, Yu Duan*, Yonghang Tai, Huafeng Li (* corresponding author)

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026

[Paper] [Code] [BibTex] [Dataset]

SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models

Zhanxuan Hu, Qiyu Xu, Yu Duan*, Yonghang Tai, Huafeng Li (* corresponding author)

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026

[Paper] [Code] [BibTex] [Dataset]

Learning Intrinsic Hierarchy for Generalized Category Discovery
Learning Intrinsic Hierarchy for Generalized Category Discovery

Yu Duan, Junzhi He, Zhanxuan Hu, Mengda Ji, Rong Wang, Quanxue Gao

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2026

[Paper] [Code] [BibTex]

Learning Intrinsic Hierarchy for Generalized Category Discovery

Yu Duan, Junzhi He, Zhanxuan Hu, Mengda Ji, Rong Wang, Quanxue Gao

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2026

[Paper] [Code] [BibTex]

2025

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 (* corresponding author)

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 (* corresponding author)

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]

2024

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]