Simplified PCNN and Its Periodic Solutions. - Xiaodong Gu 001; Liming Zhang 001; Daoheng Yu (ISNN (1), 2004)

Delay PCNN and Its Application for Optimization. - Xiaodong Gu 001; Liming Zhang 001; Daoheng Yu (ISNN (1), 2004)

Image thinning using pulse coupled neural network. - Xiaodong Gu 001; Daoheng Yu; Liming Zhang 001 (Pattern Recognit. Lett., 2004)

General design approach to unit-linking PCNN for image processing. - Xiaodong Gu 001; Liming Zhang 001; Daoheng Yu (IJCNN, 2005)

Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation. - Xiaodong Gu 001; Liming Zhang 001 (ISNN (2), 2005)

Image shadow removal using pulse coupled neural network. - Xiaodong Gu 001; Daoheng Yu; Liming Zhang 001 (IEEE Trans. Neural Networks, 2005)

Object Detection Using Unit-Linking PCNN Image Icons. - Xiaodong Gu 001; Yuanyuan Wang 001; Liming Zhang 001 (ISNN (2), 2006)

A New Color Blindness Cure Model Based on BP Neural Network. - Yu Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (ISNN (2), 2006)

A Fixed Transformation of Color Images for Dichromats Based on Similarity Matrices. - Yinhui Deng; Yuanyuan Wang 001; Yu Ma; Jibin Bao; Xiaodong Gu 001 (ICIC (1), 2007)

Contour Detection Based on Self-Organizing Feature Clustering. - Yu Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (ICNC (2), 2007)

Fault Diagnosis for Power Electronic System with Fault Gradation Using Assembly Neural Network Group. - Chengcai Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (ICNC (3), 2007)

Classification Using Multi-valued Pulse Coupled Neural Network. - Xiaodong Gu 001 (ICONIP (2), 2007)

Anti-aircraft Missile Deployment Optimization Using Hopfield Neural Network. - Wei Fu; Xiaodong Gu 001; Yuanyuan Wang 001 (IJCNN, 2007)

A Neural Oscillation Model for Contour Separation in Color Images. - Yu Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (ICONIP (2), 2008)

Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine. - Linlu Wang; Xiaodong Gu 001; Yuanyuan Wang 001; Liming Zhang 001 (ICONIP (2), 2008)

Image quality assessment using edge and contrast similarity. - Wei Fu; Xiaodong Gu 001; Yuanyuan Wang 001 (IJCNN, 2008)

Fault diagnosis of power electronic system based on fault gradation and neural network group. - Chengcai Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (Neurocomputing, 2009)

Color discrimination enhancement for dichromats using self-organizing color transformation. - Yu Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (Inf. Sci., 2009)

Pulse Coupled Neural Network based topological properties applied in attention saliency detection. - Yu Fang; Xiaodong Gu 001; Yuanyuan Wang 001 (ICNC, 2010)

Histogram similarity measure using variable bin size distance. - Yu Ma; Xiaodong Gu 001; Yuanyuan Wang 001 (Comput. Vis. Image Underst., 2010)

Attention selection model using Weight Adjusted Topological properties and quantification evaluating criterion. - Yu Fang; Xiaodong Gu 001; Yuanyuan Wang 001 (IJCNN, 2011)

Combining PCNN with color distribution entropy and vector gradient in feature extraction. - Cheng Yang; Xiaodong Gu 001 (ICNC, 2012)

Attention selection using global topological properties based on pulse coupled neural network. - Xiaodong Gu 001; Yu Fang; Yuanyuan Wang 001 (Comput. Vis. Image Underst., 2013)

Palm-Dorsal Vein Recognition Method Based on Histogram of Local Gabor Phase XOR Pattern with Second Identification. - Zhaohui Meng; Xiaodong Gu 001 (J. Signal Process. Syst., 2013)

Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis. - Haibing Wu; Xiaodong Gu 001 (COLING, 2014)

Image Retrieval Using a Novel Color Similarity Measurement and Neural Networks. - Cheng Yang; Xiaodong Gu 001 (ICONIP (3), 2014)

Hand vein identification using local Gabor ordinal measure. - Zhaohui Meng; Xiaodong Gu 001 (J. Electronic Imaging, 2014)

Max-Pooling Dropout for Regularization of Convolutional Neural Networks. - Haibing Wu; Xiaodong Gu 001 (ICONIP (1), 2015)

Towards dropout training for convolutional neural networks. - Haibing Wu; Xiaodong Gu 001 (Neural Networks, 2015)

Aspect-based Opinion Summarization with Convolutional Neural Networks. - Haibing Wu; Yiwei Gu; Shangdi Sun; Xiaodong Gu 001 (IJCNN, 2016)

Balancing Between Over-Weighting and Under-Weighting in Supervised Term Weighting. - Haibing Wu; Xiaodong Gu 001 (CoRR, 2016)

A new supervised image classification using data set partition. - Mengmeng Liao; Xiaodong Gu 001 (ICNC-FSKD, 2017)

FCN and Unit-Linking PCNN Based Image Saliency Detection. - Lecheng Zhou; Xiaodong Gu 001 (ICONIP (3), 2017)

Balancing between over-weighting and under-weighting in supervised term weighting. - Haibing Wu; Xiaodong Gu 001; Yiwei Gu (Inf. Process. Manag., 2017)

Cascaded Convolutional Neural Networks for Aspect-Based Opinion Summary. - Xiaodong Gu 001; Yiwei Gu; Haibing Wu (Neural Process. Lett., 2017)

Face Recognition Using Improved Extended Sparse Representation Classifier and Feature Descriptor. - Mengmeng Liao; Xiaodong Gu 001 (ICIC (3), 2018)

Data-Driven and Collision-Free Hybrid Crowd Simulation Model for Real Scenario. - Qingrong Cheng; Zhiping Duan; Xiaodong Gu 001 (ICONIP (7), 2018)

Deep Neural Network Based Salient Object Detection with Image Enhancement. - Lecheng Zhou; Xiaodong Gu 001 (ICONIP (4), 2018)

Learning Cross-Modal Aligned Representation With Graph Embedding. - Youcai Zhang; Jiayan Cao; Xiaodong Gu 001 (IEEE Access, 2018)

Hybrid classification approach using extreme learning machine and sparse representation classifier with adaptive threshold. - Mengmeng Liao; Xiaodong Gu 001 (IET Signal Process., 2018)

Face recognition using feature coding and nonlocal constraint-based sparse representation classifier. - Mengmeng Liao; Xiaodong Gu 001 (J. Electronic Imaging, 2018)

Hybrid Attention Driven Text-to-Image Synthesis via Generative Adversarial Networks. - Qingrong Cheng; Xiaodong Gu 001 (ICANN (Workshop), 2019)

FCN Salient Object Detection Using Region Cropping. - Yikai Hua; Xiaodong Gu 001 (ICANN (3), 2019)

Adversarial Learning for Cross-Modal Retrieval with Wasserstein Distance. - Qingrong Cheng; Youcai Zhang; Xiaodong Gu 001 (ICONIP (1), 2019)

Group Loss: An Efficient Strategy for Salient Object Detection. - Yikai Hua; Xiaodong Gu 001 (ICONIP (4), 2019)

Deep Residual-Dense Attention Network for Image Super-Resolution. - Ding Qin; Xiaodong Gu 001 (ICONIP (5), 2019)

Face recognition based on dictionary learning and subspace learning. - Mengmeng Liao; Xiaodong Gu 001 (Digit. Signal Process., 2019)

Face recognition algorithm based on feature descriptor and weighted linear sparse representation. - Mengmeng Liao; Xiaodong Gu 001 (IET Image Process., 2019)

Salient Object Detection with Edge Recalibration. - Zhenshan Tan; Yikai Hua; Xiaodong Gu 001 (ICANN (1), 2020)

Enriched Feature Representation and Combination for Deep Saliency Detection. - Lecheng Zhou; Xiaodong Gu 001 (ICANN (1), 2020)

End-to-end Saliency-Guided Deep Image Retrieval. - Jinyu Ma; Xiaodong Gu 001 (ICONIP (4), 2020)

SBN: Scale Balance Network for Accurate Salient Object Detection. - Zhenshan Tan; Xiaodong Gu 001 (IJCNN, 2020)

Dual Semantic Relationship Attention Network for Image-Text Matching. - Keyu Wen; Xiaodong Gu 001 (IJCNN, 2020)

Semantic Modulation Based Residual Network for Temporal Language Queries Grounding in Video. - Cheng Chen; Xiaodong Gu 001 (ISNN, 2020)

Cross-modal Feature Alignment based Hybrid Attentional Generative Adversarial Networks for text-to-image synthesis. - Qingrong Cheng; Xiaodong Gu 001 (Digit. Signal Process., 2020)

Algorithm using supervised subspace learning and non-local representation for pose variation recognition. - Mengmeng Liao; Changzhi Wang; Xiaodong Gu 001 (IET Comput. Vis., 2020)

Face recognition approach by subspace extended sparse representation and discriminative feature learning. - Mengmeng Liao; Xiaodong Gu 001 (Neurocomputing, 2020)

Scene image retrieval with siamese spatial attention pooling. - Jinyu Ma; Xiaodong Gu 001 (Neurocomputing, 2020)

Subspace clustering based on alignment and graph embedding. - Mengmeng Liao; Xiaodong Gu 001 (Knowl. Based Syst., 2020)

Deep attentional fine-grained similarity network with adversarial learning for cross-modal retrieval. - Qingrong Cheng; Xiaodong Gu 001 (Multim. Tools Appl., 2020)

Single-image super-resolution with multilevel residual attention network. - Ding Qin; Xiaodong Gu 001 (Neural Comput. Appl., 2020)

Embedding topological features into convolutional neural network salient object detection. - Lecheng Zhou; Xiaodong Gu 001 (Neural Networks, 2020)

Towards Image Retrieval with Noisy Labels via Non-deterministic Features. - Hengwei Liu; Jinyu Ma; Xiaodong Gu 001 (ICANN (3), 2021)

Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text Matching. - Keyu Wen; Linyang Li; Xiaodong Gu 001 (ICANN (1), 2021)

Subspace Constraint for Single Image Super-Resolution. - Yanlin Zhang; Ding Qin; Xiaodong Gu 001 (ICANN (3), 2021)

UED: A Unified Encoder Decoder Network for Visual Dialog. - Cheng Chen; Xiaodong Gu 001 (ICONIP (6), 2021)

An Image Captioning Approach Using Dynamical Attention. - Changzhi Wang; Xiaodong Gu 001 (IJCNN, 2021)

Depth scale balance saliency detection with connective feature pyramid and edge guidance. - Zhenshan Tan; Xiaodong Gu 001 (Appl. Intell., 2021)

Context-aware network with foreground recalibration for grounding natural language in video. - Cheng Chen; Xiaodong Gu 001 (Neural Comput. Appl., 2021)

Bridging multimedia heterogeneity gap via Graph Representation Learning for cross-modal retrieval. - Qingrong Cheng; Xiaodong Gu 001 (Neural Networks, 2021)

Learning Dual Semantic Relations With Graph Attention for Image-Text Matching. - Keyu Wen; Xiaodong Gu 001; Qingrong Cheng (IEEE Trans. Circuits Syst. Video Technol., 2021)

A StyleCLIP-Based Facial Emotion Manipulation Method for Discrepant Emotion Transitions. - Qi Guo; Xiaodong Gu 001 (ACCV (4), 2022)

Building Joint Relationship Attention Network for Image-Text Generation. - Changzhi Wang; Xiaodong Gu 001 (COLING, 2022)

UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog. - Cheng Chen; Zhenshan Tan; Qingrong Cheng; Xin Jiang 002; Qun Liu 001; Yudong Zhu; Xiaodong Gu 001 (CVPR, 2022)

A Unified Multiple Inducible Co-attentions and Edge Guidance Network for Co-saliency Detection. - Zhenshan Tan; Xiaodong Gu 001 (ICANN (1), 2022)

Feature Recalibration Network for Salient Object Detection. - Zhenshan Tan; Xiaodong Gu 001 (ICANN (4), 2022)

A Unified Two-Stage Group Semantics Propagation and Contrastive Learning Network for Co-Saliency Detection. - Zhenshan Tan; Cheng Chen; Keyu Wen; Yuzhuo Qin; Xiaodong Gu 001 (ICME, 2022)

Image Captioning with Local-Global Visual Interaction Network. - Changzhi Wang; Xiaodong Gu 001 (ICONIP (6), 2022)

Image captioning with adaptive incremental global context attention. - Changzhi Wang; Xiaodong Gu 001 (Appl. Intell., 2022)

Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval. - Keyu Wen; Zhenshan Tan; Qingrong Cheng; Cheng Chen; Xiaodong Gu 001 (CoRR, 2022)

Local-global visual interaction attention for image captioning. - Changzhi Wang; Xiaodong Gu 001 (Digit. Signal Process., 2022)

Learning edges and adaptive surroundings for discriminant segmentation tracking. - Yijin Yang; Xiaodong Gu 001 (Digit. Signal Process., 2022)

Dynamic-balanced double-attention fusion for image captioning. - Changzhi Wang; Xiaodong Gu 001 (Eng. Appl. Artif. Intell., 2022)

Co-saliency detection with intra-group two-stage group semantics propagation and inter-group contrastive learning. - Zhenshan Tan; Xiaodong Gu 001 (Knowl. Based Syst., 2022)

Visual context learning based on textual knowledge for image-text retrieval. - Yuzhuo Qin; Xiaodong Gu 001; Zhenshan Tan (Neural Networks, 2022)

Generating Distinctive Facial Images from Natural Language Descriptions via Spatial Map Fusion. - Qi Guo; Xiaodong Gu 001 (ICANN (5), 2023)

A Cross-Modal View to Utilize Label Semantics for Enhancing Student Network in Multi-label Classification. - Yuzhuo Qin; Hengwei Liu; Xiaodong Gu 001 (ICANN (1), 2023)

A Unified Video Semantics Extraction and Noise Object Suppression Network for Video Saliency Detection. - Zhenshan Tan; Xiaodong Gu 001 (ICANN (7), 2023)

Triplet Spatiotemporal Aggregation Network for Video Saliency Detection. - Zhenshan Tan; Cheng Chen; Xiaodong Gu 001 (ICME, 2023)

Temporal Modeling Approach for Video Action Recognition Based on Vision-language Models. - Yue Huang; Xiaodong Gu 001 (ICONIP (3), 2023)

Multi Feature Representation and Aggregation Network for Accurate and Robust Visual Tracking. - Yijin Yang; Xiaodong Gu 001 (IJCNN, 2023)

Knowledge Distillation from Single to Multi Labels: an Empirical Study. - Youcai Zhang; Yuzhuo Qin; Hengwei Liu; Yanhao Zhang; Yaqian Li; Xiaodong Gu 001 (CoRR, 2023)

Few Shot Class Incremental Learning via Efficient Prototype Replay and Calibration. - Wei Zhang; Xiaodong Gu 001 (Entropy, 2023)

Learning joint relationship attention network for image captioning. - Changzhi Wang; Xiaodong Gu 001 (Expert Syst. Appl., 2023)

High-speed Scene Text Detection with Attention and Multi-scale Label Generation. - Yanzhao Wang; Xiaodong Gu 001 (Neural Process. Lett., 2023)

Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking. - Yijin Yang; Xiaodong Gu 001 (IEEE Trans. Image Process., 2023)

Vision-Language Matching for Text-to-Image Synthesis via Generative Adversarial Networks. - Qingrong Cheng; Keyu Wen; Xiaodong Gu 001 (IEEE Trans. Multim., 2023)

Bridging feature complementarity gap between encoder and decoder for salient object detection. - Zhenshan Tan; Xiaodong Gu 001 (Digit. Signal Process., 2023)

Learning Double-Level Relationship Networks for image captioning. - Changzhi Wang; Xiaodong Gu 001 (Inf. Process. Manag., 2023)

Task-aware prototype refinement for improved few-shot learning. - Wei Zhang; Xiaodong Gu 001 (Neural Comput. Appl., 2023)

Accurate and robust visual tracking using bounding box refinement and online sample filtering. - Yijin Yang; Xiaodong Gu 001 (Signal Process. Image Commun., 2023)

Adversarial pre-optimized graph representation learning with double-order sampling for cross-modal retrieval. - Qingrong Cheng; Qi Guo; Xiaodong Gu 001 (Expert Syst. Appl., 2023)

Learning rich feature representation and aggregation for accurate visual tracking. - Yijin Yang; Xiaodong Gu 001 (Appl. Intell., 2023)

Deep supervised visual saliency model addressing low-level features. - Lecheng Zhou; Xiaodong Gu 001 (J. Ambient Intell. Humaniz. Comput., 2023)

Integrating Audio-Visual Contexts with Refinement for Segmentation. - Qingwei Geng; Xiaodong Gu 001 (ICANN (3), 2024)

Boundary-Aware Noise-Resistant Video Moment Retrieval. - Fengzhen Yu; Xiaodong Gu 001 (ICANN (3), 2024)

Masked co-attention model for audio-visual event localization. - Hengwei Liu; Xiaodong Gu 001 (Appl. Intell., 2024)

Enhancing accuracy, diversity, and random input compatibility in face attribute manipulation. - Qi Guo; Xiaodong Gu 001 (Eng. Appl. Artif. Intell., 2024)

An improved StyleGAN-based TextToFace model with Local-Global information Fusion. - Qi Guo; Xiaodong Gu 001 (Expert Syst. Appl., 2024)

Semantic Pre-Alignment and Ranking Learning With Unified Framework for Cross-Modal Retrieval. - Qingrong Cheng; Zhenshan Tan; Keyu Wen; Cheng Chen; Xiaodong Gu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Co-saliency detection with two-stage co-attention mining and individual calibration. - Zhenshan Tan; Xiaodong Gu 001; Qingrong Cheng (Eng. Appl. Artif. Intell., 2024)

Enhancing user and item representation with collaborative signals for KG-based recommendation. - Yanlin Zhang; Xiaodong Gu 001 (Neural Comput. Appl., 2024)

Learning Dynamical Position Embedding for Discriminative Segmentation Tracking. - Yijin Yang; Xiaodong Gu 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Decoding audio related region with temporal and structural enhancement for audio visual segmentation. - Qingwei Geng; Xiaodong Gu 001 (Digit. Signal Process., 2025)

Exploiting explicit item-item correlations from knowledge graphs for enhanced sequential recommendation. - Yanlin Zhang; Yuchen Shi; Deqing Yang; Xiaodong Gu 001 (Inf. Syst., 2025)

Attention-Based Gating Network for Robust Segmentation Tracking. - Yijin Yang; Xiaodong Gu 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Towards photorealistic face generation using text-guided Semantic-Spatial FaceGAN. - Qi Guo; Xiaodong Gu 001 (Multim. Tools Appl., 2025)

Intra-frame scan-free video state spaces model for video moment retrieval. - Fengzhen Yu; Xiaodong Gu 001 (Appl. Intell., 2025)