Liyan Zhang

Orcid: 0000-0002-1549-3317

Affiliations:
  • Collaborative Innovation Center of Novel Software Technology and Industrialization, Nanjing, China
  • Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, China
  • University of California, Irvine, CA, USA (PhD 2014)


According to our database1, Liyan Zhang authored at least 70 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Graph-based Consistent Reconstruction and Alignment for imbalanced text-image person re-identification.
Expert Syst. Appl., 2025

2024
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

HCA-YOLO: a non-salient object detection method based on hierarchical attention mechanism.
Clust. Comput., October, 2024

Multi-Scale Explicit Matching and Mutual Subject Teacher Learning for Generalizable Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., September, 2024

Disentangled body features for clothing change person re-identification.
Multim. Tools Appl., August, 2024

Clothes-Eraser: clothing-aware controllable disentanglement for clothes-changing person re-identification.
Signal Image Video Process., July, 2024

Erasing, Transforming, and Noising Defense Network for Occluded Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., June, 2024

Enhanced Invariant Feature Joint Learning via Modality-Invariant Neighbor Relations for Cross-Modality Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Multi-view Information Integration and Propagation for occluded person re-identification.
Inf. Fusion, April, 2024

Work like a doctor: Unifying scan localizer and dynamic generator for automated computed tomography report generation.
Expert Syst. Appl., March, 2024

An efficient but effective writer: Diffusion-based semi-autoregressive transformer for automated radiology report generation.
Biomed. Signal Process. Control., February, 2024

Camera-Aware Recurrent Learning and Earth Mover's Test-Time Adaption for Generalizable Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

Fashion item captioning via grid-relation self-attention and gated-enhanced decoder.
Multim. Tools Appl., January, 2024

Contrastive completing learning for practical text-image person ReID: Robuster and cheaper.
Expert Syst. Appl., 2024

Bottom-up color-independent alignment learning for text-image person re-identification.
Eng. Appl. Artif. Intell., 2024

Prototypical Prompting for Text-to-image Person Re-identification.
CoRR, 2024

Multidimensional Semantic Disentanglement Network for Clothes-Changing Person Re-Identification.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Discriminative Pedestrian Features and Gated Channel Attention for Clothes-Changing Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Improvement of the Clothes-Changing Person Re-identification with Multiple Loss Functions.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023
Improving fashion captioning via attribute-based alignment and multi-level language model.
Appl. Intell., December, 2023

Debiased Contrastive Curriculum Learning for Progressive Generalizable Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Progressive Instance-Aware Feature Learning for Compositional Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Describe Fashion Products via Local Sparse Self-Attention Mechanism and Attribute-Based Re-Sampling Strategy.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

Multi-Granularity Anchor-Contrastive Representation Learning for Semi-Supervised Skeleton-Based Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Augmented FCN: rethinking context modeling for semantic segmentation.
Sci. China Inf. Sci., April, 2023

CLIP-Driven Fine-Grained Text-Image Person Re-Identification.
IEEE Trans. Image Process., 2023

Centralized Feature Pyramid for Object Detection.
IEEE Trans. Image Process., 2023

Learning Comprehensive Representations with Richer Self for Text-to-Image Person Re-Identification.
CoRR, 2023

Triplet Contrastive Learning for Unsupervised Vehicle Re-identification.
CoRR, 2023

Prototype-guided Cross-modal Completion and Alignment for Incomplete Text-based Person Re-identification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
Causal Inference with Knowledge Distilling and Curriculum Learning for Unbiased VQA.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Coherence Constrained Graph LSTM for Group Activity Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Spatiotemporal Co-Attention Recurrent Neural Networks for Human-Skeleton Motion Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

CTNet: Context-Based Tandem Network for Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Image-Specific Information Suppression and Implicit Local Alignment for Text-based Person Search.
CoRR, 2022

2021
Host-Parasite: Graph LSTM-in-LSTM for Group Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2021

Rectifying Pseudo Label By Mutual Disagreement Learning For Unsupervised Domain Adaptation Person Re-Identification.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Cross Scene Video Foreground Segmentation Via Co-Occurrence Probability Oriented Supervised and Unsupervised Model Interaction.
Proceedings of the IEEE International Conference on Acoustics, 2021

Nlkd: Using Coarse Annotations For Semantic Segmentation Based on Knowledge Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Dense Face Detection via High-level Context Mining.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Weakly-supervised Semantic Guided Hashing for Social Image Retrieval.
Int. J. Comput. Vis., 2020

Hierarchical clustering via mutual learning for unsupervised person re-identification.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Distilling knowledge in causal inference for unbiased visual question answering.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

A treatment engine by multimodal EMR data.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

2019
Image annotation refinement via 2P-KNN based group sparse reconstruction.
Multim. Tools Appl., 2019

2018
Personalized Age Progression with Bi-Level Aging Dictionary Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A Feature Selection Method for Projection Twin Support Vector Machine.
Neural Process. Lett., 2018

Latent Dirichlet Truth Discovery: Separating Trustworthy and Untrustworthy Components in Data Sources.
IEEE Access, 2018

2017
KNN-based Image Annotation by Collectively Mining Visual and Semantic Similarities.
KSII Trans. Internet Inf. Syst., 2017

Computational face reader based on facial attribute estimation.
Neurocomputing, 2017

Sketch-Based Image Retrieval with Multiple Binary HoG Descriptor.
Proceedings of the Internet Multimedia Computing and Service, 2017

Bidirectional Multimodal Recurrent Neural Networks with Refined Visual Features for Image Captioning.
Proceedings of the Internet Multimedia Computing and Service, 2017

Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Query-Driven Approach to Face Clustering and Tagging.
IEEE Trans. Image Process., 2016

Sub-event recognition and summarization for structured scenario photos.
Multim. Tools Appl., 2016

Scalable attribute-driven face image retrieval.
Neurocomputing, 2016

Computational Face Reader.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Context Assisted Person identification for Images and Videos.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

2015
Real-Time System for Driver Fatigue Detection by RGB-D Camera.
ACM Trans. Intell. Syst. Technol., 2015

Local Structure-Based Sparse Representation for Face Recognition.
ACM Trans. Intell. Syst. Technol., 2015

Semantic-aware Hashing for Social Image Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

2014
Exploring Entity Resolution for Multimedia Person Identification.
PhD thesis, 2014

Cross-Indexing of Binary SIFT Codes for Large-Scale Image Search.
IEEE Trans. Image Process., 2014

Context-based person identification framework for smart video surveillance.
Mach. Vis. Appl., 2014

A collaborative approach for face verification and attributes refinement.
Inf. Sci., 2014

Context-assisted face clustering framework with human-in-the-loop.
Int. J. Multim. Inf. Retr., 2014

2013
Cross-Space Affinity Learning with Its Application to Movie Recommendation.
IEEE Trans. Knowl. Data Eng., 2013

A random-walk based recommendation algorithm considering item categories.
Neurocomputing, 2013

A unified framework for context assisted face clustering.
Proceedings of the International Conference on Multimedia Retrieval, 2013

2011
Video entity resolution: Applying ER techniques for Smart Video Surveillance.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011


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