Xiaodong Gu

128 papers A* 1A 2B 11C 1Misc 2Journal 71Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowledge distillation from single-label to multi-label with class activation maps.
Expert Syst. Appl.
Boyu Guan, Hengwei Liu, Youcai Zhang, Yuzhuo Qin, Xiaodong Gu
2026 J jnl
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models.
Int. J. Comput. Vis.
Yuncheng Guo, Xiaodong Gu
2026 J jnl
Vision-language alignment with sigmoid loss and dual-token contrastive change localizer for precise change captioning.
Neurocomputing
Ziyang Yu, Xiaodong Gu
2025 J jnl
Attention-Based Gating Network for Robust Segmentation Tracking.
IEEE Trans. Circuits Syst. Video Technol.
Yijin Yang, Xiaodong Gu
2025 J jnl
Decoding audio related region with temporal and structural enhancement for audio visual segmentation.
Digit. Signal Process.
Qingwei Geng, Xiaodong Gu
2025 J jnl
Exploiting explicit item-item correlations from knowledge graphs for enhanced sequential recommendation.
Inf. Syst.
Yanlin Zhang, Yuchen Shi, Deqing Yang, Xiaodong Gu
2025 J jnl
Intra-frame scan-free video state spaces model for video moment retrieval.
Appl. Intell.
Fengzhen Yu, Xiaodong Gu
2025 J jnl
Towards photorealistic face generation using text-guided Semantic-Spatial FaceGAN.
Multim. Tools Appl.
Qi Guo, Xiaodong Gu
2024 J jnl
An improved StyleGAN-based TextToFace model with Local-Global information Fusion.
Expert Syst. Appl.
Qi Guo, Xiaodong Gu
2024 — conf
Boundary-Aware Noise-Resistant Video Moment Retrieval.
ICANN (3)
Fengzhen Yu, Xiaodong Gu
2024 J jnl
Co-saliency detection with two-stage co-attention mining and individual calibration.
Eng. Appl. Artif. Intell.
Zhenshan Tan, Xiaodong Gu, Qingrong Cheng
2024 J jnl
Enhancing accuracy, diversity, and random input compatibility in face attribute manipulation.
Eng. Appl. Artif. Intell.
Qi Guo, Xiaodong Gu
2024 J jnl
Enhancing user and item representation with collaborative signals for KG-based recommendation.
Neural Comput. Appl.
Yanlin Zhang, Xiaodong Gu
2024 — conf
Integrating Audio-Visual Contexts with Refinement for Segmentation.
ICANN (3)
Qingwei Geng, Xiaodong Gu
2024 J jnl
Learning Dynamical Position Embedding for Discriminative Segmentation Tracking.
IEEE Trans. Intell. Transp. Syst.
Yijin Yang, Xiaodong Gu
2024 J jnl
Masked co-attention model for audio-visual event localization.
Appl. Intell.
Hengwei Liu, Xiaodong Gu
2024 J jnl
Semantic Pre-Alignment and Ranking Learning With Unified Framework for Cross-Modal Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Qingrong Cheng, Zhenshan Tan, Keyu Wen, Cheng Chen, Xiaodong Gu
2023 — conf
A Cross-Modal View to Utilize Label Semantics for Enhancing Student Network in Multi-label Classification.
ICANN (1)
Yuzhuo Qin, Hengwei Liu, Xiaodong Gu
2023 — conf
A Unified Video Semantics Extraction and Noise Object Suppression Network for Video Saliency Detection.
ICANN (7)
Zhenshan Tan, Xiaodong Gu
2023 J jnl
Accurate and robust visual tracking using bounding box refinement and online sample filtering.
Signal Process. Image Commun.
Yijin Yang, Xiaodong Gu
2023 J jnl
Adversarial pre-optimized graph representation learning with double-order sampling for cross-modal retrieval.
Expert Syst. Appl.
Qingrong Cheng, Qi Guo, Xiaodong Gu
2023 J jnl
Bridging feature complementarity gap between encoder and decoder for salient object detection.
Digit. Signal Process.
Zhenshan Tan, Xiaodong Gu
2023 J jnl
Deep supervised visual saliency model addressing low-level features.
J. Ambient Intell. Humaniz. Comput.
Lecheng Zhou, Xiaodong Gu
2023 J jnl
Few Shot Class Incremental Learning via Efficient Prototype Replay and Calibration.
Entropy
Wei Zhang, Xiaodong Gu
2023 — conf
Generating Distinctive Facial Images from Natural Language Descriptions via Spatial Map Fusion.
ICANN (5)
Qi Guo, Xiaodong Gu
2023 J jnl
High-speed Scene Text Detection with Attention and Multi-scale Label Generation.
Neural Process. Lett.
Yanzhao Wang, Xiaodong Gu
2023 J jnl
Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking.
IEEE Trans. Image Process.
Yijin Yang, Xiaodong Gu
2023 J jnl
Knowledge Distillation from Single to Multi Labels: an Empirical Study.
CoRR
Youcai Zhang, Yuzhuo Qin, Hengwei Liu, Yanhao Zhang, Yaqian Li, Xiaodong Gu
2023 J jnl
Learning Double-Level Relationship Networks for image captioning.
Inf. Process. Manag.
Changzhi Wang, Xiaodong Gu
2023 J jnl
Learning joint relationship attention network for image captioning.
Expert Syst. Appl.
Changzhi Wang, Xiaodong Gu
2023 J jnl
Learning rich feature representation and aggregation for accurate visual tracking.
Appl. Intell.
Yijin Yang, Xiaodong Gu
2023 B conf
Multi Feature Representation and Aggregation Network for Accurate and Robust Visual Tracking.
IJCNN
Yijin Yang, Xiaodong Gu
2023 J jnl
Task-aware prototype refinement for improved few-shot learning.
Neural Comput. Appl.
Wei Zhang, Xiaodong Gu
2023 — conf
Temporal Modeling Approach for Video Action Recognition Based on Vision-language Models.
ICONIP (3)
Yue Huang, Xiaodong Gu
2023 A conf
Triplet Spatiotemporal Aggregation Network for Video Saliency Detection.
ICME
Zhenshan Tan, Cheng Chen, Xiaodong Gu
2023 J jnl
Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks.
IEEE Trans. Multim.
Qingrong Cheng, Keyu Wen, Xiaodong Gu
2022 — conf
A StyleCLIP-Based Facial Emotion Manipulation Method for Discrepant Emotion Transitions.
ACCV (4)
Qi Guo, Xiaodong Gu
2022 — conf
A Unified Multiple Inducible Co-attentions and Edge Guidance Network for Co-saliency Detection.
ICANN (1)
Zhenshan Tan, Xiaodong Gu
2022 A conf
A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection.
ICME
Zhenshan Tan, Cheng Chen, Keyu Wen, Yuzhuo Qin, Xiaodong Gu
2022 J jnl
A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection.
CoRR
Zhenshan Tan, Cheng Chen, Keyu Wen, Yuzhuo Qin, Xiaodong Gu
2022 B conf
Building Joint Relationship Attention Network for Image-Text Generation.
COLING
Changzhi Wang, Xiaodong Gu
2022 J jnl
Co-saliency detection with intra-group two-stage group semantics propagation and inter-group contrastive learning.
Knowl. Based Syst.
Zhenshan Tan, Xiaodong Gu
2022 J jnl
Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval.
CoRR
Keyu Wen, Zhenshan Tan, Qingrong Cheng, Cheng Chen, Xiaodong Gu
2022 J jnl
Dynamic-balanced double-attention fusion for image captioning.
Eng. Appl. Artif. Intell.
Changzhi Wang, Xiaodong Gu
2022 — conf
Feature Recalibration Network for Salient Object Detection.
ICANN (4)
Zhenshan Tan, Xiaodong Gu
2022 — conf
Image Captioning with Local-Global Visual Interaction Network.
ICONIP (6)
Changzhi Wang, Xiaodong Gu
2022 J jnl
Image captioning with adaptive incremental global context attention.
Appl. Intell.
Changzhi Wang, Xiaodong Gu
2022 J jnl
Learning edges and adaptive surroundings for discriminant segmentation tracking.
Digit. Signal Process.
Yijin Yang, Xiaodong Gu
2022 J jnl
Local-global visual interaction attention for image captioning.
Digit. Signal Process.
Changzhi Wang, Xiaodong Gu
2022 A* conf
UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog.
CVPR
Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Yudong Zhu, Xiaodong Gu
2022 J jnl
UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog.
CoRR
Cheng Chen, Yudong Zhu, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Xiaodong Gu
2022 J jnl
Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks.
CoRR
Qingrong Cheng, Keyu Wen, Xiaodong Gu
2022 J jnl
Visual context learning based on textual knowledge for image-text retrieval.
Neural Networks
Yuzhuo Qin, Xiaodong Gu, Zhenshan Tan
2021 B conf
An Image Captioning Approach Using Dynamical Attention.
IJCNN
Changzhi Wang, Xiaodong Gu
2021 J jnl
Bridging multimedia heterogeneity gap via Graph Representation Learning for cross-modal retrieval.
Neural Networks
Qingrong Cheng, Xiaodong Gu
2021 J jnl
Context-aware network with foreground recalibration for grounding natural language in video.
Neural Comput. Appl.
Cheng Chen, Xiaodong Gu
2021 J jnl
Depth scale balance saliency detection with connective feature pyramid and edge guidance.
Appl. Intell.
Zhenshan Tan, Xiaodong Gu
2021 — conf
Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text Matching.
ICANN (1)
Keyu Wen, Linyang Li, Xiaodong Gu
2021 J jnl
Learning Dual Semantic Relations With Graph Attention for Image-Text Matching.
IEEE Trans. Circuits Syst. Video Technol.
Keyu Wen, Xiaodong Gu, Qingrong Cheng
2021 — conf
Subspace Constraint for Single Image Super-Resolution.
ICANN (3)
Yanlin Zhang, Ding Qin, Xiaodong Gu
2021 — conf
Towards Image Retrieval with Noisy Labels via Non-deterministic Features.
ICANN (3)
Hengwei Liu, Jinyu Ma, Xiaodong Gu
2021 — conf
UED: A Unified Encoder Decoder Network for Visual Dialog.
ICONIP (6)
Cheng Chen, Xiaodong Gu
2020 J jnl
Algorithm using supervised subspace learning and non-local representation for pose variation recognition.
IET Comput. Vis.
Mengmeng Liao, Changzhi Wang, Xiaodong Gu
2020 J jnl
Cross-modal Feature Alignment based Hybrid Attentional Generative Adversarial Networks for text-to-image synthesis.
Digit. Signal Process.
Qingrong Cheng, Xiaodong Gu
2020 J jnl
Deep attentional fine-grained similarity network with adversarial learning for cross-modal retrieval.
Multim. Tools Appl.
Qingrong Cheng, Xiaodong Gu
2020 B conf
Dual Semantic Relationship Attention Network for Image-Text Matching.
IJCNN
Keyu Wen, Xiaodong Gu
2020 J jnl
Embedding topological features into convolutional neural network salient object detection.
Neural Networks
Lecheng Zhou, Xiaodong Gu
2020 — conf
End-to-end Saliency-Guided Deep Image Retrieval.
ICONIP (4)
Jinyu Ma, Xiaodong Gu
2020 — conf
Enriched Feature Representation and Combination for Deep Saliency Detection.
ICANN (1)
Lecheng Zhou, Xiaodong Gu
2020 J jnl
Face recognition approach by subspace extended sparse representation and discriminative feature learning.
Neurocomputing
Mengmeng Liao, Xiaodong Gu
2020 J jnl
Learning Dual Semantic Relations with Graph Attention for Image-Text Matching.
CoRR
Keyu Wen, Xiaodong Gu, Qingrong Cheng
2020 B conf
SBN: Scale Balance Network for Accurate Salient Object Detection.
IJCNN
Zhenshan Tan, Xiaodong Gu
2020 — conf
Salient Object Detection with Edge Recalibration.
ICANN (1)
Zhenshan Tan, Yikai Hua, Xiaodong Gu
2020 J jnl
Scene image retrieval with siamese spatial attention pooling.
Neurocomputing
Jinyu Ma, Xiaodong Gu
2020 C conf
Semantic Modulation Based Residual Network for Temporal Language Queries Grounding in Video.
ISNN
Cheng Chen, Xiaodong Gu
2020 J jnl
Single-image super-resolution with multilevel residual attention network.
Neural Comput. Appl.
Ding Qin, Xiaodong Gu
2020 J jnl
Subspace clustering based on alignment and graph embedding.
Knowl. Based Syst.
Mengmeng Liao, Xiaodong Gu
2019 — conf
Adversarial Learning for Cross-Modal Retrieval with Wasserstein Distance.
ICONIP (1)
Qingrong Cheng, Youcai Zhang, Xiaodong Gu
2019 — conf
Deep Residual-Dense Attention Network for Image Super-Resolution.
ICONIP (5)
Ding Qin, Xiaodong Gu
2019 — conf
FCN Salient Object Detection Using Region Cropping.
ICANN (3)
Yikai Hua, Xiaodong Gu
2019 J jnl
Face recognition algorithm based on feature descriptor and weighted linear sparse representation.
IET Image Process.
Mengmeng Liao, Xiaodong Gu
2019 J jnl
Face recognition based on dictionary learning and subspace learning.
Digit. Signal Process.
Mengmeng Liao, Xiaodong Gu
2019 — conf
Group Loss: An Efficient Strategy for Salient Object Detection.
ICONIP (4)
Yikai Hua, Xiaodong Gu
2019 — conf
Hybrid Attention Driven Text-to-Image Synthesis via Generative Adversarial Networks.
ICANN (Workshop)
Qingrong Cheng, Xiaodong Gu
2018 — conf
Data-Driven and Collision-Free Hybrid Crowd Simulation Model for Real Scenario.
ICONIP (7)
Qingrong Cheng, Zhiping Duan, Xiaodong Gu
2018 — conf
Deep Neural Network Based Salient Object Detection with Image Enhancement.
ICONIP (4)
Lecheng Zhou, Xiaodong Gu
2018 — conf
Face Recognition Using Improved Extended Sparse Representation Classifier and Feature Descriptor.
ICIC (3)
Mengmeng Liao, Xiaodong Gu
2018 J jnl
Face recognition using feature coding and nonlocal constraint-based sparse representation classifier.
J. Electronic Imaging
Mengmeng Liao, Xiaodong Gu
2018 J jnl
Hybrid classification approach using extreme learning machine and sparse representation classifier with adaptive threshold.
IET Signal Process.
Mengmeng Liao, Xiaodong Gu
2018 J jnl
Learning Cross-Modal Aligned Representation With Graph Embedding.
IEEE Access
Youcai Zhang, Jiayan Cao, Xiaodong Gu
2017 — conf
A new supervised image classification using data set partition.
ICNC-FSKD
Mengmeng Liao, Xiaodong Gu
2017 J jnl
Balancing between over-weighting and under-weighting in supervised term weighting.
Inf. Process. Manag.
Haibing Wu, Xiaodong Gu, Yiwei Gu
2017 J jnl
Cascaded Convolutional Neural Networks for Aspect-Based Opinion Summary.
Neural Process. Lett.
Xiaodong Gu, Yiwei Gu, Haibing Wu
2017 — conf
FCN and Unit-Linking PCNN Based Image Saliency Detection.
ICONIP (3)
Lecheng Zhou, Xiaodong Gu
2016 B conf
Aspect-based Opinion Summarization with Convolutional Neural Networks.
IJCNN
Haibing Wu, Yiwei Gu, Shangdi Sun, Xiaodong Gu
2016 J jnl
Balancing Between Over-Weighting and Under-Weighting in Supervised Term Weighting.
CoRR
Haibing Wu, Xiaodong Gu
2015 J jnl
Aspect-based Opinion Summarization with Convolutional Neural Networks.
CoRR
Haibing Wu, Yiwei Gu, Shangdi Sun, Xiaodong Gu
2015 — conf
Max-Pooling Dropout for Regularization of Convolutional Neural Networks.
ICONIP (1)
Haibing Wu, Xiaodong Gu
2015 J jnl
Max-Pooling Dropout for Regularization of Convolutional Neural Networks.
CoRR
Haibing Wu, Xiaodong Gu
2015 J jnl
Towards Dropout Training for Convolutional Neural Networks.
CoRR
Haibing Wu, Xiaodong Gu
2015 J jnl
Towards dropout training for convolutional neural networks.
Neural Networks
Haibing Wu, Xiaodong Gu
2014 J jnl
Hand vein identification using local Gabor ordinal measure.
J. Electronic Imaging
Zhaohui Meng, Xiaodong Gu
2014 — conf
Image Retrieval Using a Novel Color Similarity Measurement and Neural Networks.
ICONIP (3)
Cheng Yang, Xiaodong Gu
2014 B conf
Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis.
COLING
Haibing Wu, Xiaodong Gu
2013 J jnl
Attention selection using global topological properties based on pulse coupled neural network.
Comput. Vis. Image Underst.
Xiaodong Gu, Yu Fang, Yuanyuan Wang
2013 J jnl
Palm-Dorsal Vein Recognition Method Based on Histogram of Local Gabor Phase XOR Pattern with Second Identification.
J. Signal Process. Syst.
Zhaohui Meng, Xiaodong Gu
2012 Misc conf
Combining PCNN with color distribution entropy and vector gradient in feature extraction.
ICNC
Cheng Yang, Xiaodong Gu
2011 B conf
Attention selection model using Weight Adjusted Topological properties and quantification evaluating criterion.
IJCNN
Yu Fang, Xiaodong Gu, Yuanyuan Wang
2010 J jnl
Histogram similarity measure using variable bin size distance.
Comput. Vis. Image Underst.
Yu Ma, Xiaodong Gu, Yuanyuan Wang
2010 Misc conf
Pulse Coupled Neural Network based topological properties applied in attention saliency detection.
ICNC
Yu Fang, Xiaodong Gu, Yuanyuan Wang
2009 J jnl
Color discrimination enhancement for dichromats using self-organizing color transformation.
Inf. Sci.
Yu Ma, Xiaodong Gu, Yuanyuan Wang
2009 J jnl
Fault diagnosis of power electronic system based on fault gradation and neural network group.
Neurocomputing
Chengcai Ma, Xiaodong Gu, Yuanyuan Wang
2008 — conf
A Neural Oscillation Model for Contour Separation in Color Images.
ICONIP (2)
Yu Ma, Xiaodong Gu, Yuanyuan Wang
2008 — conf
Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine.
ICONIP (2)
Linlu Wang, Xiaodong Gu, Yuanyuan Wang, Liming Zhang
2008 B conf
Image quality assessment using edge and contrast similarity.
IJCNN
Wei Fu, Xiaodong Gu, Yuanyuan Wang
2007 — conf
A Fixed Transformation of Color Images for Dichromats Based on Similarity Matrices.
ICIC (1)
Yinhui Deng, Yuanyuan Wang, Yu Ma, Jibin Bao, Xiaodong Gu
2007 B conf
Anti-aircraft Missile Deployment Optimization Using Hopfield Neural Network.
IJCNN
Wei Fu, Xiaodong Gu, Yuanyuan Wang
2007 — conf
Classification Using Multi-valued Pulse Coupled Neural Network.
ICONIP (2)
Xiaodong Gu
2007 — conf
Contour Detection Based on Self-Organizing Feature Clustering.
ICNC (2)
Yu Ma, Xiaodong Gu, Yuanyuan Wang
2007 — conf
Fault Diagnosis for Power Electronic System with Fault Gradation Using Assembly Neural Network Group.
ICNC (3)
Chengcai Ma, Xiaodong Gu, Yuanyuan Wang
2006 — conf
A New Color Blindness Cure Model Based on BP Neural Network.
ISNN (2)
Yu Ma, Xiaodong Gu, Yuanyuan Wang
2006 — conf
Object Detection Using Unit-Linking PCNN Image Icons.
ISNN (2)
Xiaodong Gu, Yuanyuan Wang, Liming Zhang
2005 B conf
General design approach to unit-linking PCNN for image processing.
IJCNN
Xiaodong Gu, Liming Zhang, Daoheng Yu
2005 — conf
Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation.
ISNN (2)
Xiaodong Gu, Liming Zhang
2005 J jnl
Image shadow removal using pulse coupled neural network.
IEEE Trans. Neural Networks
Xiaodong Gu, Daoheng Yu, Liming Zhang
2004 — conf
Delay PCNN and Its Application for Optimization.
ISNN (1)
Xiaodong Gu, Liming Zhang, Daoheng Yu
2004 J jnl
Image thinning using pulse coupled neural network.
Pattern Recognit. Lett.
Xiaodong Gu, Daoheng Yu, Liming Zhang
2004 — conf
Simplified PCNN and Its Periodic Solutions.
ISNN (1)
Xiaodong Gu, Liming Zhang, Daoheng Yu