Xiaodong Gu

Orcid: 0000-0002-7096-1830

Affiliations:
  • Fudan University, School of Information Science and Engineering, Department of Electronic Engineering, Shanghai, China


According to our database1, Xiaodong Gu authored at least 111 papers between 2004 and 2025.

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

Timeline

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Bibliography

2025
Exploiting explicit item-item correlations from knowledge graphs for enhanced sequential recommendation.
Inf. Syst., 2025

2024
Learning Dynamical Position Embedding for Discriminative Segmentation Tracking.
IEEE Trans. Intell. Transp. Syst., August, 2024

Enhancing user and item representation with collaborative signals for KG-based recommendation.
Neural Comput. Appl., April, 2024

Co-saliency detection with two-stage co-attention mining and individual calibration.
Eng. Appl. Artif. Intell., January, 2024

An improved StyleGAN-based TextToFace model with Local-Global information Fusion.
Expert Syst. Appl., 2024

Enhancing accuracy, diversity, and random input compatibility in face attribute manipulation.
Eng. Appl. Artif. Intell., 2024

Masked co-attention model for audio-visual event localization.
Appl. Intell., 2024

Boundary-Aware Noise-Resistant Video Moment Retrieval.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Integrating Audio-Visual Contexts with Refinement for Segmentation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
Deep supervised visual saliency model addressing low-level features.
J. Ambient Intell. Humaniz. Comput., December, 2023

Learning rich feature representation and aggregation for accurate visual tracking.
Appl. Intell., December, 2023

Adversarial pre-optimized graph representation learning with double-order sampling for cross-modal retrieval.
Expert Syst. Appl., November, 2023

Accurate and robust visual tracking using bounding box refinement and online sample filtering.
Signal Process. Image Commun., August, 2023

Task-aware prototype refinement for improved few-shot learning.
Neural Comput. Appl., August, 2023

Learning Double-Level Relationship Networks for image captioning.
Inf. Process. Manag., May, 2023

Bridging feature complementarity gap between encoder and decoder for salient object detection.
Digit. Signal Process., March, 2023

Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks.
IEEE Trans. Multim., 2023

Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking.
IEEE Trans. Image Process., 2023

High-speed Scene Text Detection with Attention and Multi-scale Label Generation.
Neural Process. Lett., 2023

Learning joint relationship attention network for image captioning.
Expert Syst. Appl., 2023

Few Shot Class Incremental Learning via Efficient Prototype Replay and Calibration.
Entropy, 2023

Knowledge Distillation from Single to Multi Labels: an Empirical Study.
CoRR, 2023

Multi Feature Representation and Aggregation Network for Accurate and Robust Visual Tracking.
Proceedings of the International Joint Conference on Neural Networks, 2023

Temporal Modeling Approach for Video Action Recognition Based on Vision-language Models.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Triplet Spatiotemporal Aggregation Network for Video Saliency Detection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

A Unified Video Semantics Extraction and Noise Object Suppression Network for Video Saliency Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

A Cross-Modal View to Utilize Label Semantics for Enhancing Student Network in Multi-label Classification.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Generating Distinctive Facial Images from Natural Language Descriptions via Spatial Map Fusion.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022
Visual context learning based on textual knowledge for image-text retrieval.
Neural Networks, 2022

Co-saliency detection with intra-group two-stage group semantics propagation and inter-group contrastive learning.
Knowl. Based Syst., 2022

Dynamic-balanced double-attention fusion for image captioning.
Eng. Appl. Artif. Intell., 2022

Learning edges and adaptive surroundings for discriminant segmentation tracking.
Digit. Signal Process., 2022

Local-global visual interaction attention for image captioning.
Digit. Signal Process., 2022

Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval.
CoRR, 2022

Image captioning with adaptive incremental global context attention.
Appl. Intell., 2022

Image Captioning with Local-Global Visual Interaction Network.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Feature Recalibration Network for Salient Object Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

A Unified Multiple Inducible Co-attentions and Edge Guidance Network for Co-saliency Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Building Joint Relationship Attention Network for Image-Text Generation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Learning Dual Semantic Relations With Graph Attention for Image-Text Matching.
IEEE Trans. Circuits Syst. Video Technol., 2021

Bridging multimedia heterogeneity gap via Graph Representation Learning for cross-modal retrieval.
Neural Networks, 2021

Context-aware network with foreground recalibration for grounding natural language in video.
Neural Comput. Appl., 2021

Depth scale balance saliency detection with connective feature pyramid and edge guidance.
Appl. Intell., 2021

An Image Captioning Approach Using Dynamical Attention.
Proceedings of the International Joint Conference on Neural Networks, 2021

UED: A Unified Encoder Decoder Network for Visual Dialog.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Subspace Constraint for Single Image Super-Resolution.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text Matching.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Towards Image Retrieval with Noisy Labels via Non-deterministic Features.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
Embedding topological features into convolutional neural network salient object detection.
Neural Networks, 2020

Single-image super-resolution with multilevel residual attention network.
Neural Comput. Appl., 2020

Deep attentional fine-grained similarity network with adversarial learning for cross-modal retrieval.
Multim. Tools Appl., 2020

Subspace clustering based on alignment and graph embedding.
Knowl. Based Syst., 2020

Scene image retrieval with siamese spatial attention pooling.
Neurocomputing, 2020

Face recognition approach by subspace extended sparse representation and discriminative feature learning.
Neurocomputing, 2020

Algorithm using supervised subspace learning and non-local representation for pose variation recognition.
IET Comput. Vis., 2020

Cross-modal Feature Alignment based Hybrid Attentional Generative Adversarial Networks for text-to-image synthesis.
Digit. Signal Process., 2020

Semantic Modulation Based Residual Network for Temporal Language Queries Grounding in Video.
Proceedings of the Advances in Neural Networks - ISNN 2020, 2020

Dual Semantic Relationship Attention Network for Image-Text Matching.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

SBN: Scale Balance Network for Accurate Salient Object Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

End-to-end Saliency-Guided Deep Image Retrieval.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Enriched Feature Representation and Combination for Deep Saliency Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Salient Object Detection with Edge Recalibration.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019
Face recognition algorithm based on feature descriptor and weighted linear sparse representation.
IET Image Process., 2019

Face recognition based on dictionary learning and subspace learning.
Digit. Signal Process., 2019

Deep Residual-Dense Attention Network for Image Super-Resolution.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Group Loss: An Efficient Strategy for Salient Object Detection.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Adversarial Learning for Cross-Modal Retrieval with Wasserstein Distance.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

FCN Salient Object Detection Using Region Cropping.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Hybrid Attention Driven Text-to-Image Synthesis via Generative Adversarial Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Face recognition using feature coding and nonlocal constraint-based sparse representation classifier.
J. Electronic Imaging, 2018

Hybrid classification approach using extreme learning machine and sparse representation classifier with adaptive threshold.
IET Signal Process., 2018

Learning Cross-Modal Aligned Representation With Graph Embedding.
IEEE Access, 2018

Deep Neural Network Based Salient Object Detection with Image Enhancement.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Data-Driven and Collision-Free Hybrid Crowd Simulation Model for Real Scenario.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Face Recognition Using Improved Extended Sparse Representation Classifier and Feature Descriptor.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

2017
Cascaded Convolutional Neural Networks for Aspect-Based Opinion Summary.
Neural Process. Lett., 2017

Balancing between over-weighting and under-weighting in supervised term weighting.
Inf. Process. Manag., 2017

FCN and Unit-Linking PCNN Based Image Saliency Detection.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A new supervised image classification using data set partition.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
Balancing Between Over-Weighting and Under-Weighting in Supervised Term Weighting.
CoRR, 2016

Aspect-based Opinion Summarization with Convolutional Neural Networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Towards dropout training for convolutional neural networks.
Neural Networks, 2015

Max-Pooling Dropout for Regularization of Convolutional Neural Networks.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014
Hand vein identification using local Gabor ordinal measure.
J. Electronic Imaging, 2014

Image Retrieval Using a Novel Color Similarity Measurement and Neural Networks.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis.
Proceedings of the COLING 2014, 2014

2013
Palm-Dorsal Vein Recognition Method Based on Histogram of Local Gabor Phase XOR Pattern with Second Identification.
J. Signal Process. Syst., 2013

Attention selection using global topological properties based on pulse coupled neural network.
Comput. Vis. Image Underst., 2013

2012
Combining PCNN with color distribution entropy and vector gradient in feature extraction.
Proceedings of the Eighth International Conference on Natural Computation, 2012

2011
Attention selection model using Weight Adjusted Topological properties and quantification evaluating criterion.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
Histogram similarity measure using variable bin size distance.
Comput. Vis. Image Underst., 2010

Pulse Coupled Neural Network based topological properties applied in attention saliency detection.
Proceedings of the Sixth International Conference on Natural Computation, 2010

2009
Color discrimination enhancement for dichromats using self-organizing color transformation.
Inf. Sci., 2009

Fault diagnosis of power electronic system based on fault gradation and neural network group.
Neurocomputing, 2009

2008
Image quality assessment using edge and contrast similarity.
Proceedings of the International Joint Conference on Neural Networks, 2008

Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Neural Oscillation Model for Contour Separation in Color Images.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
Anti-aircraft Missile Deployment Optimization Using Hopfield Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2007

Classification Using Multi-valued Pulse Coupled Neural Network.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Fault Diagnosis for Power Electronic System with Fault Gradation Using Assembly Neural Network Group.
Proceedings of the Third International Conference on Natural Computation, 2007

Contour Detection Based on Self-Organizing Feature Clustering.
Proceedings of the Third International Conference on Natural Computation, 2007

A Fixed Transformation of Color Images for Dichromats Based on Similarity Matrices.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

2006
A New Color Blindness Cure Model Based on BP Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Object Detection Using Unit-Linking PCNN Image Icons.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
Image shadow removal using pulse coupled neural network.
IEEE Trans. Neural Networks, 2005

Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

2004
Image thinning using pulse coupled neural network.
Pattern Recognit. Lett., 2004

Delay PCNN and Its Application for Optimization.
Proceedings of the Advances in Neural Networks, 2004

Simplified PCNN and Its Periodic Solutions.
Proceedings of the Advances in Neural Networks, 2004


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