叶绪伦｜宁波大学｜学者主页

2026

Semantic clustering under resource constraints via Bayesian low-rank adaptation

Minda Yu, Xulun Ye

Neural Networks

DOI

2026

Deep fine-grained clustering with model reusing

Jie Hong, Xulun Ye, Jieyu Zhao

Neural Networks

DOI

2026

DyG-Seg: Unsupervised 3D Point Cloud Segmentation via Geometric Manifold Rectification

Benyu Wu, Kun Zhou, Xulun Ye

International Joint Conference on Artificial Intelligence

DOI

2026

Improving clustering with score-based diffusion models

J K Chen, Xulun Ye

International Journal of Machine Learning and Cybernetics

DOI

2026

LR-AdaInSeg:Adaptive Instance Segmentation of Incomplete 3D Scenes Driven by Low-Rank Networks

Qin Zhang, Kun Zhou, Xulun Ye

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Few-Shot Meta Spectral Clustering with knowledge reuse

Zijie Gu, Xulun Ye, Qi Xu

Expert Systems With Applications，Vol. 276

DOI

2025

面向动态数据的联合自表示子空间聚类方法

张汉涛，赵杰煜，叶绪伦

《模式识别与人工智能》

DOI

2025

基于知识重用的噪声环境谱聚类

俞敏达，叶绪伦

《模式识别与人工智能》

DOI

2025

Few-shot 3D point cloud segmentation with unknown class number

Binrong Yang, Xulun Ye

Knowledge-Based Systems

DOI

2025

Pavement crack segmentation with deep orthogonal-enhanced generative model

Lingfeng He, Shengtao Shen, Jiahao Hu, Xulun Ye, Han Zhang, Ziqing Luo, Yang Li

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Clustering-Based Tail-class Mitigation for New-class Discovery

Zelei Wu, Xulun Ye, Jieyu Zhao

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Open-SAM:Zero-Shot segmentation for incomplete 3D scenes

Binrong Yang, Hantao Zhang, Xulun Ye

International Conference on Control, Robotics and Intelligent System (CCRIS)

DOI

2025

MAAU-UIE: Multiple Attention Aggregation U-Net for Underwater Image Enhancement

Junsheng Chang, Qin Shi, Yijun Zhang, Zongtang Hu, Xulun Ye

Lecture notes in computer science

DOI

2024

Bayesian graph convolutional network with partial observations

Shuhui Luo, Peilan Liu, Xulun Ye

PLoS ONE

DOI

2024

Few Shot Contrastive Spectral Clustering with Meta Learning and Neighbor Mining

Nongxiao Wang, Xulun Ye, Jieyu Zhao, Qing Wang

DOI

2024

Learning Low-Rank Representation Approximation for Few-Shot Deep Subspace Clustering

Qing Wang, Xulun Ye, Nongxiao Wang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

SoftmaxU: Open softmax to be aware of unknowns

Xulun Ye, Jieyu Zhao, Jiangbo Qian, Yuqi Li

Engineering Applications of Artificial Intelligence

DOI

2024

Semantic Spectral Clustering with Contrastive Learning and Neighbor Mining

Nongxiao Wang, Xulun Ye, Jieyu Zhao, Qing Wang

Neural Processing Letters

DOI

2024

A Vision Enhancement and Feature Fusion Multiscale Detection Network

Chengwu Qian, Jiangbo Qian, Chong Wang, Xulun Ye, Caiming Zhong

Neural Processing Letters

DOI

2023

Harmonized Portrait‐Background Image Composition

Yijiang Wang, Yuqi Li, Chong Wang, Xulun Ye

Computer Graphics Forum

DOI

2023

BUSIFusion: Blind Unsupervised Single Image Fusion of Hyperspectral and RGB Images

Jiabao Li, Yuqi Li, Chong Wang, Xulun Ye, Wolfgang Heidrich

IEEE Transactions on Computational Imaging

DOI

2022

动态图的链接预测模型

唐晨，赵杰煜，叶绪伦，郑阳，俞书世

《计算机科学与探索》

2022

Graph Convolutional Network With Unknown Class Number

Xulun Ye, Jieyu Zhao

IEEE Transactions on Multimedia

DOI

2022

One-Step Adaptive Spectral Clustering Networks

Fuping Zhang, Jieyu Zhao, Xulun Ye, Hao Chen

IEEE Signal Processing Letters

DOI

2022

Heterogeneous clustering via adversarial deep Bayesian generative model

Xulun Ye, Jieyu Zhao

Frontiers of Computer Science

DOI

2021

基于对抗图卷积网络的链接预测模型

唐晨，赵杰煜，叶绪伦，俞书世

《模式识别与人工智能》

DOI

2021

基于结构约束生成对抗网络的书法汉字生成

俞书世，赵杰煜，叶绪伦，唐晨，郑阳

《模式识别与人工智能》

2021

Deep Bayesian Sparse Subspace Clustering

Xulun Ye, Shuhui Luo, Jieyu Zhao

IEEE Signal Processing Letters

DOI

2021

mmGaitSet: multimodal based gait recognition for countering carrying and clothing changes

Li-Ming Zhao, Lijun Guo, Rong Zhang, Xijiong Xie, Xulun Ye

Applied Intelligence

DOI

2020

Bayesian Adversarial Spectral Clustering With Unknown Cluster Number

Xulun Ye, Jieyu Zhao, Yu Chen, Lijun Guo

IEEE Transactions on Image Processing

DOI

2019

Multi-manifold clustering: A graph-constrained deep nonparametric method

Xulun Ye, Jieyu Zhao

Pattern Recognition

DOI

2019

Cooperation: A new force for boosting generative adversarial nets with dual‐networkstructure

Long Zhang, Jieyu Zhao, Xulun Ye, Yu Chen

IET Image Processing

DOI

2019

Open Set Deep Learning with A Bayesian Nonparametric Generative Model

Xulun Ye, Jieyu Zhao

ACM International Conference on Multimedia (ACM MM)

DOI

2018

协作式生成对抗网络

张龙，赵杰煜，叶绪伦，董伟

《自动化学报》

DOI

2018

结合深度学习的监督主题模型

苑东东，赵杰煜，叶绪伦

《模式识别与人工智能》

2018

A Nonparametric Deep Generative Model for Multimanifold Clustering

Xulun Ye, Jieyu Zhao, Long Zhang, Lijun Guo

IEEE Transactions on Cybernetics

DOI

2018

A Nonparametric Model for Multi-Manifold Clustering with Mixture of Gaussians and Graph Consistency

Xulun Ye, Jieyu Zhao, Yu Chen

Entropy

DOI

2017

Non-rigid 3D Object Retrieval with a Learned Shape Descriptor

Xiangfu Shi, Jieyu Zhao, Long Zhang, Xulun Ye

Lecture notes in computer science

DOI

2017

Local and Global Sparsity for Deep Learning Networks

Long Zhang, Jieyu Zhao, Xiangfu Shi, Xulun Ye

Lecture notes in computer science

DOI

2016

结合LDA主题模型的植物叶片形状描述及分类

叶绪伦，赵杰煜，陈能仑

《模式识别与人工智能》

2016

结合监督信息的狄利克雷混合模型及其应用

叶绪伦

《宁波大学》

精选作品

期刊论文

Semantic clustering under resource constraints via Bayesian low-rank adaptation

Deep fine-grained clustering with model reusing

DyG-Seg: Unsupervised 3D Point Cloud Segmentation via Geometric Manifold Rectification

Improving clustering with score-based diffusion models

LR-AdaInSeg:Adaptive Instance Segmentation of Incomplete 3D Scenes Driven by Low-Rank Networks

Few-Shot Meta Spectral Clustering with knowledge reuse

面向动态数据的联合自表示子空间聚类方法

基于知识重用的噪声环境谱聚类

Few-shot 3D point cloud segmentation with unknown class number

Pavement crack segmentation with deep orthogonal-enhanced generative model

Clustering-Based Tail-class Mitigation for New-class Discovery

Open-SAM:Zero-Shot segmentation for incomplete 3D scenes

MAAU-UIE: Multiple Attention Aggregation U-Net for Underwater Image Enhancement

Bayesian graph convolutional network with partial observations

Few Shot Contrastive Spectral Clustering with Meta Learning and Neighbor Mining

Learning Low-Rank Representation Approximation for Few-Shot Deep Subspace Clustering

SoftmaxU: Open softmax to be aware of unknowns

Semantic Spectral Clustering with Contrastive Learning and Neighbor Mining

A Vision Enhancement and Feature Fusion Multiscale Detection Network

Harmonized Portrait‐Background Image Composition

BUSIFusion: Blind Unsupervised Single Image Fusion of Hyperspectral and RGB Images

动态图的链接预测模型

Graph Convolutional Network With Unknown Class Number

One-Step Adaptive Spectral Clustering Networks

Heterogeneous clustering via adversarial deep Bayesian generative model

基于对抗图卷积网络的链接预测模型

基于结构约束生成对抗网络的书法汉字生成

Deep Bayesian Sparse Subspace Clustering

mmGaitSet: multimodal based gait recognition for countering carrying and clothing changes

Bayesian Adversarial Spectral Clustering With Unknown Cluster Number

Multi-manifold clustering: A graph-constrained deep nonparametric method

Cooperation: A new force for boosting generative adversarial nets with dual‐networkstructure

Open Set Deep Learning with A Bayesian Nonparametric Generative Model

协作式生成对抗网络

结合深度学习的监督主题模型

A Nonparametric Deep Generative Model for Multimanifold Clustering

A Nonparametric Model for Multi-Manifold Clustering with Mixture of Gaussians and Graph Consistency

Non-rigid 3D Object Retrieval with a Learned Shape Descriptor

Local and Global Sparsity for Deep Learning Networks

结合LDA主题模型的植物叶片形状描述及分类

结合监督信息的狄利克雷混合模型及其应用

研究方向