2025
Low-Shot Unsupervised Visual Anomaly Detection via Sparse Feature Representation.
IEEE Trans. Neural Networks Learn. Syst., May, 2025

TMCIR: Token Merge Benefits Composed Image Retrieval.
CoRR, April, 2025

CellCircLoc: Deep Neural Network for Predicting and Explaining Cell Line-Specific CircRNA Subcellular Localization.
IEEE J. Biomed. Health Informatics, February, 2025

Real-time underwater target detection based on improved YOLOv7.
J. Real Time Image Process., January, 2025

Multi-Modal Self-Perception Enhanced Large Language Model for 3D Region-of-Interest Captioning With Limited Data.
IEEE Trans. Multim., 2025

Cross-scene visual context parsing with large vision-language model.
Pattern Recognit., 2025

Feature Transformation Reconstruction (FTR) Network for Unsupervised Anomaly Detection.
Int. J. Intell. Syst., 2025

An efficient framework based on large foundation model for cervical cytopathology whole slide image screening.
Biomed. Signal Process. Control., 2025

How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning?
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval.
CoRR, 2024

SGCL-LncLoc: An Interpretable Deep Learning Model for Improving IncRNA Subcellular Localization Prediction with Supervised Graph Contrastive Learning.
Big Data Min. Anal., 2024

HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

FedMMR: Multi-Modal Federated Learning via Missing Modality Reconstruction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

FedGCA: Global Consistent Augmentation Based Single-Source Federated Domain Generalization.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Aligning Multimodal Biomedical Images and Language via One Large Vision-Language Model.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Global Contrastive Learning with High-Quality Data in Large Vision-Language Models for Pathological Question Answering.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
Multi-layer capsule network with joint dynamic routing for fire recognition.
Image Vis. Comput., November, 2023

A graph model-based multiscale feature fitting method for unsupervised anomaly detection.
Pattern Recognit., June, 2023

Contrastive Bayesian Analysis for Deep Metric Learning.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection.
J. Vis. Commun. Image Represent., February, 2023

Compressed sensing based feature fusion for image retrieval.
J. Ambient Intell. Humaniz. Comput., 2023

End-to-end feature diversity person search with rank constraint of cross-class matrix.
Neurocomputing, 2023

POAR: Towards Open-World Pedestrian Attribute Recognition.
CoRR, 2023

POAR: Towards Open Vocabulary Pedestrian Attribute Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Confidence-Aware Contrastive Learning for Semantic Segmentation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Singularformer: Learning to Decompose Self-Attention to Linearize the Complexity of Transformer.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval.
IEEE Trans. Image Process., 2022

A GAN-based input-size flexibility model for single image dehazing.
Signal Process. Image Commun., 2022

Multi-Focus Image Fusion Based on Multi-Scale Generative Adversarial Network.
Entropy, 2022

Coded Residual Transform for Generalizable Deep Metric Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval.
IEEE Trans. Image Process., 2021

Learned Model Composition With Critical Sample Look-Ahead for Semi-Supervised Learning on Small Sets of Labeled Samples.
IEEE Trans. Circuits Syst. Video Technol., 2021

Block-based image matching for image retrieval.
J. Vis. Commun. Image Represent., 2021

Distorted Vehicle Detection and Distance Estimation by Metric Learning-Based SSD.
Int. J. Comput. Intell. Syst., 2021

Cross-domain Person Re-identification Based on the Sample Relation Guidance.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spatial Assembly Networks for Image Representation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Metric learning-based kernel transformer with triplets and label constraints for feature fusion.
Pattern Recognit., 2020

PGAN: Part-Based Nondirect Coupling Embedded GAN for Person Reidentification.
IEEE Multim., 2020

Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Supervised Deep Feature Embedding With Handcrafted Feature.
IEEE Trans. Image Process., 2019

A supervised learning to index model for approximate nearest neighbor image retrieval.
Signal Process. Image Commun., 2019

面向行车视频目标实时检测的轻量级SSD网络 (Lightweight SSD Network for Real-time Object Detection in Automotive Videos).
计算机科学, 2019

Vehicle Detection in Distorted Driving Video Based on Metric Learning and Single Shot MultiBox Detector.
Proceedings of the 6th International Conference on Behavioral, 2019

2018
Deep Proposal and Detection Networks for Road Damage Detection and Classification.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
SURF binarization and fast codebook construction for image retrieval.
J. Vis. Commun. Image Represent., 2017

Automatically marking object regions based on tagged images.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017