发表论文200多篇,其中SCI/EI检索170多篇,Google Scholar中引用二千八百余次,H指数为26; 专著1部（科学出版社，北京）；合著4部(美国NOVA科学出版社,其中4章)。
//scholar.google.com/citations?hl=zh-CN&user=-CsNYlkAAAAJ
专著:
顾晓东. 时空编码脉冲耦合神经网络理论及应用.科学出版社, 北京, 2017年10月. (313页，ISBN 978-7-03-054805-4)
合著:
Xiaodong Gu. Autonomous robot navigation using different features and hierarchical discriminant regression. Chapter 6 in "Robot Vision: Strategies, Algorithms and Motion Planning"(ISBN: 978-1-60692-091-6), Nova Science Publishers, 2009,pp.279-300.
Xiaodong Gu. A non-deterministic delay-neural-network-based approach to shortest path computation in Networks. Chapter 6 in"Large Scale Computations, Embedded Systems and Security"(ISBN: 978-1-60741-307-3), Nova Science Publishers, 2010, pp.103-116.
Xiaodong Gu.Orientation and Contour Extraction Model Using Unit-Linking pulse coupled neural networks. Chapter 9 in"Visual Cortex: New Research"(ISBN: 978-1-60456-530-0), Nova Science Publishers, 2008,pp.301-322.
Xiaodong Gu. Spatial-temporal-coding Pulse Coupled Neural Network and its Applications. Chapter 5 in "Neuronal Networks new Horizons"(ISBN: 1-60021-485-1), Nova Science Publishers, 2007, pp.137-179.
主要代表性论文(通信作者用*标出):
Yucheng Guo, Xiaodong Gu*. MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025, 25015-25025. （CCF-A类)
Fengzhen Yu, Xiaodong Gu*. Intra-frame scan-free video state spaces model for video moment retrieval. Applied Intelligence, 2025，doi.org/10.1007/s10489-025-06517-y (SCI)
Qingwei Geng, Xiaodong Gu*. Decoding audio related region with temporal and structural enhancement for audio visual segmentation.Digital Signal Processing,2025, 165, 105302.(SCI)
Yanlin Zhang, Yuchen Shi, Deqing Yang, Xiaodong Gu*. Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation. Information Systems,2025,128,102470.(SCI)
Qingrong Cheng, Zhenshan Tan, Keyu Wen, Cheng Chen, Xiaodong Gu*..Semantic Pre-alignment and Ranking Learning with Unified Framework for Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology,2024, 34(7):6503-6516. DOI 10.1109/TCSVT.2022.3182549.(SCI, ESI高被引论文)
Yijin Yang,Xiaodong Gu*.Attention-based Gating Network for Robust Segmentation Tracking. IEEE Transactions on Circuits and Systems for Video Technology, 2DOI 10.1109/TCSVT.2024.3460400.(SCI)
Yijin Yang,Xiaodong Gu*. Learning dynamical position embedding for discriminative segmentation tracking. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(8):10078- 10090.(SCI)
Qi Guo, Xiaodong Gu*. An improved StyleGAN-based TextToFace model with Local-Global information Fusion. Expert Systems with Applications, 2024,50,123698.(SCI)
Yucheng Guo, Xiaodong Gu*. JoAPR: Cleaning the Lens of Prompt Learning for Visual-Language Models, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, 28695-28705 . （CCF-A类)
Qi Guo, Xiaodong Gu*. Enhancing accuracy, diversity, and random input compatibility in face attribute manipulation. Engineering Applications of Artificial Intelligence, 2024,134,108683.(SCI)
Hengwei Liu , Xiaodong Gu*. Masked co-attention model for audio-visual event localization, Applied Intelligence, 2024，54:1691–1705.(SCI)
Yanlin Zhang, Xiaodong Gu*. Enhancing user and item representation with collaborative signals for kg-based recommendation. Neural Computing & Applications, 2024,36:6681–6699.(SCI)
Zhenshan Tan, Xiaodong Gu* ,Qingrong Cheng. Co-saliency detection with two-stage co-attention mining and individual calibration. Engineering Applications of Artificial Intelligence, 2024,127,107201.(SCI)
Yijin Yang,Xiaodong Gu*. Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking. IEEE Transactions on Image Processing,2023, 32，1705-1715. (SCI)
Qingrong Cheng, Qi Guo, Xiaodong Gu*. Adversarial pre-optimized graph representation learning with double-order sampling for cross-modal retrieval Expert Systems with Applications, 2023,120731.
Yijin Yang, Xiaodong Gu*. Learning rich feature representation and aggregation for accurate visual tracking. Applied Intelligence, 2023，53:28114–28132.(SCI)
Qingrong Cheng, Keyu Wen, Xiaodong Gu*. Vision-language matching for text-to-image synthesis via generative adversarial networks. IEEE Transactions on Multimedia,2023, 25:7062-7075. DOI:10.1109/TMM.2022.3217384.(SCI)
Changzhi Wang, Xiaodong Gu*.Learning double-level relationship networks for image captioning. Information Processing and Management, 2023,60(3),103288.(SCI)
Changzhi Wang, Xiaodong Gu*. Learning joint relationship attention network for image captioning. Expert Systems with Applications,2023,211,118474.(SCI)
Yijin Yang,Xiaodong Gu*. Accurate and robust visual tracking using bounding box refinement and online sample filtering.Signal Processing: Image Communication，2023, DOI: 10.1016/j.image.2023.11698.(SCI)
Wei Zhang, Xiaodong Gu*. Task-Aware Prototype Refinement for Improved Few-Shot Learning. Neural Computing & Applications, 2023,35 (24):17899-17913.(SCI)
Wei Zhang, Xiaodong Gu*.Few Shot Class Incremental Learning via Efficient Prototype Replay and Calibration. Entropy, 2023, 25(5): 776. DOI: 10.3390/e25050776.(SCI)
ZhenshanTan, Xiaodong Gu*. Bridging feature complementarity gap between encoder and decoder for salient object detection. Digital Signal Processing, 2023,133, 103841.(SCI)
Zhenshan Tan, Xiaodong Gu*. Co-saliency detection with intra-group two-stage group semantics propagation and inter-group contrastive learning. Knowledge-Based Systems.2022,188 ,109356.(SCI)
Yuzhuo Qin, Xiaodong Gu*, Zhenshan Tan. Visual context learning based on textual knowledge for image–text retrieval. Neural Networks, 2022,152: 434-449.(SCI)
Changzhi Wang, Xiaodong Gu*. Dynamic-balanced double-attention fusion for image captioning. Engineering Applications of Artificial Intelligence, 2022,114,105194.(SCI)
Changzhi Wang, Xiaodong Gu*. Local-global visual interaction attention for image captioning. Digital Signal Processing, 2022,130, 103707.(SCI)
Yanzhao Wang, Xiaodong Gu*. High-speed scene text detection with attention and multi-scale label generation. Neural Processing Letters, 2022,doi.org/10.1007/s11063-022-10975-7.(SCI)
Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Yudong Zhu, Xiaodong Gu*. UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022,18103-18112.(CCF-A类)
Changzhi Wang, Xiaodong Gu*. Image captioning with adaptive incremental global context attention. Applied Intelligence, 2021，DOI: 10.1007/s10489-021-02734-3.(SCI)
Zhenshan Tan, Xiaodong Gu*.Depth scale balance saliency detection with connective feature pyramid and edge guidance. Applied Intelligence, 2021，51:5775–5792 .(SCI)
Qingrong Cheng,Xiaodong Gu*.Cross-modal Feature Alignment based Hybrid Attentional Generative Adversarial Networks for text-to-image synthesis.Digital Signal Processing,2020, 107, DOI: 10.1016/j.dsp.2020.102866.(SCI)
孙尚迪，顾晓东*. 基于线性核极限学习机的情感分类.微型电脑应用, 2017,33(3):1-4,8.
Shangdi Sun, Xiaodong Gu*. Sentiment Analysis Using Extreme Learning Machine with Linear Kernel. Lecture Notes In Computer Science, 2016,9887:547-548.(EI)
Haibing Wu, Yiwei Gu，Shangdi Sun, Xiaodong Gu*. Aspect-based opinion summarization with convolutional neural networks. In Proc. International Joint Conference on Neural Network (IJCNN),Vancouver , Canada, 2016. （EI）
Hang liu, Xiaodong Gu*.Tracking based on unit-linking pulse coupled neural network image icon and particle filter. Lecture Notes In Computer Science, 2016,9719:631-639. ( EI)
Haibing Wu, Xiaodong Gu*. Max-pooling dropout for regularization of convolutional neural networks. Lecture Notes In Computer Science, 2015,9489:46-54.(EI)
Qiling Ni, Jiancheng Wang, Xiaodong Gu*. Moving Target Tracking Based on Pulse Coupled Neural Network and Optical Flow Lecture Notes In Computer Science, 2015,9491:17-25.( EI)
Wang Zhang, Haoyuan Lu, Shangdi Sun, Xiaodong Gu*. A graph community and bag of categorized visual words based image retrieval. Lecture Notes In Computer Science, 2015,9492,473-480.( EI)
Wang Zhang, Haoyuan Lu, Shangdi Sun, Xiaodong Gu*. A graph community and bag of categorized visual words based image retrieval. Lecture Notes In Computer Science, 2015,9492,473-480.( EI)
张旺，顾晓东*,陆灏源.基于按类视觉词袋模型与标签投票的图像检索. 微型电脑应用, 2015,31(3):4-7,11.
Cheng Yang, Xiaodong Gu* .Image retrieval using a novel color similarity measurement and neural networks. Lecture Notes In Computer Science, 2014,8836:25-32.(EI)
Haibing Wu, Xiaodong Gu*. Reducing over-weighting in supervised term weighting for sentiment analysis. In Proc. the 25th International Conference on Computational Linguistics （COLING）, Dublin, Ireland, 2014, 1322-1330. （EI)
Zhipin Duan, Xiaodong Gu*. Animal group behavioral model with evasion mechanism . In Proc. International Joint Conference on Neural Network (IJCNN),Beijing, China, 2014，pp. 1167-1172. （EI）
Qiling Ni, Xiaodong Gu*. Video attention saliency mapping using pulse coupled neural network and optical flow. In Proc. International Joint Conference on Neural Network (IJCNN),Beijing, China, 2014，pp. 340-344. （EI）
顾晓东*,杨诚，.新的颜色相似度衡量方法在图像检索中的应用.仪器仪表学报，2014,35(10): 2286-2292. (EI)
张津剑，顾晓东*.自适应注意力选择与脉冲耦合神经网络相融合的沙漠车辆识别. 2014,26(1):56-64. （EI）
Jinjian Zhang, Xiaodong Gu*.Desert vehicle detection based on adaptive visual attention and neural network. Lecture Notes In Computer Science, 2013, 8227:376-383. （EI）
郑皓天，顾晓东*.基于带宽剩余率的脉冲耦合神经网络最短路径算法. 系统工程与电子技术,2013,35(4):859-863. （EI）
郑天宇，顾晓东*.四元数和脉冲耦合神经网络应用于足球检测.应用科学学报, 2013，31(2):183-189.
孟昭慧，顾晓东*.基于区域分割和二次判别的手静脉识别.数据采集与处理, 2013, 28(5): 516-520.
魏上清，顾晓东*.基UDCT和三角形测量特征融合的手背静脉识别. 微型电脑应用, 2013,29(1):4-7.
Zhuo Zhang, Xiaodong Gu*, Sunyuan Kung. Color-frequency-orientation histogram based image retrieval, ICASSP 2012-IEEE International Conference on Acoustic, Speech, and Signal Processing , Kyoto, Japan, 2012, pp1321-1324. (EI)
Ya Zhao, Xiaodong Gu*.Vehicle License plate localization and license number recognition using unit-linking pulse coupled neural network, Lecture Notes In Computer Science, 2012, 7667 :100-108. (EI)
Lixue Chen, Xiaodong Gu*.Pcnn-based Image segmentation with contoured product mutual information criterion, ICIST-IEEE International Conference on Information Science and Technology, Wuhan,China, 2012, pp.9-14. (EI)
Cheng Yang, Xiaodong Gu*. Combining PCNN with color distribution entropy and vector gradient in feature extraction. In Proc. International Conference on Natural Computation, Chongqing, China, 2012,pp.214-218. (EI)
Tianyu Zheng, Xiaodong Gu*. Soccer detection based on attention selection and neural network. In Proc. International Conference on Computer and Management (CAMAN 2012), Wuhan, China, 2012, pp.20-23.
郑天宇,顾晓东*.基于四元数显著图和PCNN空洞滤波的足球检测.微型电脑应用，2012,28(4): 1-5.
魏上清，顾晓东*. 基于均衡离散曲率波变换的手背静脉识别.计算机应用,2012,32(4): 1122-1125.
Shangqing Wei, Xiaodong Gu*. A method for hand vein recognition based on curvelet transform phase feature, International Conference on Transportation, Mechanical, and Electrical Engineering, Changchun,China,pp.2540-2543,2011. (EI)
Yu Fang, Xiaodong Gu*, Yuanyuan Wang. Attention selection using weight adjusted topological properties and quantification evaluating criterion. In Proc. International Joint Conference on Neural Network, San Jose, California, 2011，pp328-335. (EI)
Yu Fang, Xiaodong Gu*, Yuanyuan Wang. Pulse coupled neural network based topological properties applied in attention saliency detection. In Proc. International Conference on Natural Computation, Yantai, China, 2010,pp. 1965-1969. (EI)
田杰华,顾晓东*,汪源源.利用人眼视觉特性的低比特率小波图像压缩.仪器仪表学报，2010,31(11): 2515-2520. (EI)
郑英杰，顾晓东*. 基于局部Gabor相位特征的手背静脉识别方法.微型电脑应用，2010,26(6),23-26.
Yuying Zhang, Xiaodong Gu*, Yuanyuan Wang. A model-oriented road detection approach using Fuzzy SVM. Journal of Electronics 2010,27(6):795-800.
郑英杰，顾晓东*. 基于Gabor相位编码的手背静脉识别方法.数据采集与处理, 2010, 25(4): 516-520.
付伟,顾晓东*, 汪源源. 基于人眼视觉特性的彩色图像质量评价.微电子学与计算机, 2010, 27(2): 59-63,67.
付伟,顾晓东*.基于人眼视觉特性的EZW图像编码改进算法.微电子学与计算机,2010, 27(3): 47-50.
Yingjie Zheng, Xiaodong Gu*. Local Gabor phase feature for Palm-dorsal vein recognition. In Proc. International Conference on Image Analysis and Signal Processing, 2010，pp338-342.
张玉颖, 顾晓东*,汪源源.基于梯形模型和支撑向量机的非结构化道路检测.计算机工程与应用, 2010, 46 (15): 138-141.
Yu Ma, Xiaodong Gu, YuanYuan Wang*. A neural oscillation model for contour separation in color images. Lecture Notes In Computer Science, 2009, 5507:768-775. (EI)
Linlu Wang, Xiaodong Gu*,Yuanyuan Wang, Liming Zhang. Happy-sad expression recognition using emotion geometry feature and support vector machine. Lecture Notes in Computer Science, 2009, 5507:535-542. (EI)
马成才,顾晓东*. 基于神经网络组和故障分等级的故障检测.系统工程与电子技术,2009,31(1):225-228. (EI)
马煜, 顾晓东, 汪源源*.视觉机制模拟中的局部参数自组织映射方法.应用科学学报,2009, 26(3): 247-252.
Linlu Wang, Xiaodong Gu*, Yuanyuan Wang, Liming Zhang. Two-expression-recognition model for patients using novel emotion feature. Australian journal of intelligent information processing systems, 2008, 10(2): 9-18.
Xiaodong Gu*. Classification using multi-valued pulse coupled neural network. Lecture Notes In Computer Science, 2008, 4985:549-558. (EI)
Wei Fu, Xiaodong Gu*, Yuanyuan Wang. Image quality assessment using edge and contrast similarity. In Proc. IJCNN, in IEEE World Congress on Computational Intelligence, Hongkong, China, 2008, pp.852-855. (EI)
Jibin Bao, YuanYuan Wang*,Yu Ma, Xiaodong Gu.Re-coloring images for dichromats based on an improved adaptive mapping algorithm. In Proc. International Conference on Audio, Language and Image Processing, Shanghai, China, 2008, pp.152-156. (EI)
马煜, 顾晓东, 汪源源*.基于边缘特征聚类的物体轮廓分离方法. 仪器仪表学报，2008, 29（增刊2）:655-658.（仪器仪表学会青年学术会议上优秀论文）(EI)
鲍吉斌,汪源源*,马煜,顾晓东.基于H分量旋转的色盲矫正方法.生物医学工程学进展，2008,29(3): 125-130.
马煜, 顾晓东, 汪源源*. 基于平均窗口平移的直方图相似性度量.应用科学学报,2008, 26(1): 28-33.
Yu Ma Xiaodong Gu, Yuanyuan Wang*. Contour detection based on self-organizing feature clustering. In Proc. International Conference on Natural Computation, Haikou, China, 2007, vol.2, pp.221-226. (EI)
Chengcai Ma, Xiaodong Gu*, Yuanyuan Wang. Fault diagnosis for power electronic system with fault gradation using assembly neural network group. In Proc. International Conference on Natural Computation, Haikou, China, 2007，vol.3, pp.277-281. (EI)
Wei Fu, Xiaodong Gu*, Yuanyuan Wang. Anti-aircraft missile deployment optimization using Hopfield Neural Network, In Proc. International Joint Conference on Neural Network, Orlando, Florida, USA, 2007,pp.333-337. (EI)
Yinhui Deng, Yuanyuan Wang*, Yu Ma, Jibin Bao, Xiaodong Gu. A fixed transformation of color images for dichromats based on similarity matrices.Lecture Notes in Computer Science, 2007, 4681:1018–1028. (EI)
鲍吉斌,汪源源*,马煜,顾晓东. 基于自适应映射的彩色图像变换.2007, 28（增刊）:115-118.（仪器仪表学会青年学术会议上优秀论文）(EI)
Yu Ma, Xiaodong Gu, YuanYuan Wang*. Contour integration based on the characteristics of edge elements. In Proc. International Conference of Brain-Inspired Information Technology, 2007, pp.97–101.
关鹏, 顾晓东*, 张立明*.一种基于图像处理的铁轨自动检测方法. 计算机工程，2007, 12(19): 207-209,212.
顾晓东*, 余道衡, 张立明.用无需选取参数的Unit-linking PCNN进行自动图像分割,电路与系统学报.2007,12(6):54-59.
Xiaodong Gu*. A New Approach to Image Authentication using local image icon of Unit-linking PCNN. In Proc. IJCNN, in IEEE World Congress on Computational Intelligence ,Vancouver, Canada, 2006, pp.1036-1041. (EI)
Xiaodong Gu*. Integrate Different neural models using double channels of Pulse Coupled Neural Network. In Achieving Functional Integration of Diverse Neural Models, Workshop in IJCNN, Montreal, Canada,2005, pp.9-10
Xiaodong Gu*, Liming Zhang , Orientation detection and attention selection based Unit-linking PCNN. In Proc. IEEE International Conference on Neural Networks & Brain ,Beijing, China,2005, pp.1328-1333. (EI)
Xiaodong Gu*, Liming Zhang . Morphology open operation in Unit-linking pulse coupled neural network for image processing. In Proc. IEEE International Conference on Signal Processing, Beijing, China,2004, pp. 1597-1600. (EI)
顾晓东*, 张立明. PCNN与数学形态学在图像处理中的等价关系. 计算机辅助设计与图形学学报,2004,16(8):1029-1032. (EI)
顾晓东*, 余道衡, 张立明,时延PCNN及其用于最短路径求解.电子学报, 2004,32(9):1441-1443. (EI)
顾晓东*, 余道衡,张立明.一定条件下PCNN动态行为的分析,计算机工程与应用, 2004,40(19):6-8,103.
顾晓东*, 程承旗, 余道衡.结合脉冲耦合神经网络与模糊算法进行四值图像去噪. 电子与信息学报, 2003, 25(12):1585-1590. (EI)
顾晓东*,余道衡, 张立明.基于PCNN的数学形态学颗粒分析. 第十三届全国神经计算学术会议, pp.83-87,2003. (特邀报告, 获优秀学术报告奖)
顾晓东*,郭仕德,余道衡, 一种用PCNN进行图像边缘检测的新方法. 计算机工程与应用, 2003,39(16):1-2,55.
顾晓东*, 余道衡,郭仕德.关于PCNN应用于图像处理的研究.电讯技术, 2003,43(3): 21-24.
顾晓东*,郭仕德,余道衡. 基于PCNN的二值文字空洞滤波. 计算机应用研究, 2003,20(12),65-66.
顾晓东*,程承旗,余道衡.基于粗集与PCNN的图像预处理. 北京大学学报. 2003, 39(5): 106-111.
顾晓东*, 郭仕德, 余道衡.一种基于PCNN的图像去噪新方法. 电子与信息学报, 2002, 24(10): 1304-1309. (EI)
顾晓东*, 余道衡, 赵鹤鸣.利用CASSANDRA-I神经计算机实现有限词汇连续语音识别. 电子与信息学报, 2002, 24(7): 987-991.
顾晓东*, 郭仕德, 余道衡. 基于粗集与PCNN的图像增强方法. 第十二届全国神经计算学术会议, pp. 583-588,2002. (特邀报告, 获优秀学术报告奖)
俞一彪,顾晓东*,赵鹤鸣*.基于关键词的句法分析及在连续语音识别中的应用.信号处理,1999,15 (增刊): 212-215.
Xiaodong Gu*, Shide Guo, Daoheng Yu. A new approach for automated image segmentation based on Unit-linking PCNN. In Proc. IEEE International Conference on Machine learning and Cybernetics, Beijing, China,2002, pp.175-178. (EI)
Haiming Wang,Jianye Zhao, Xiaodong Gu, Daoheng Yu. A Research on CNN based DSSS. In Proc. International Conference on Neural Information Processing, Shanghai, China,2001, pp.835-840. (EI)
Xiaodong Gu*, Haiming Wang, Daoheng Yu. Binary image restoration using pulse coupled neural network. In Proc. International Conference on Neural Information Processing, Shanghai, China, 2001,pp.922-927. (EI)
顾晓东*, 余道衡. PCNN的原理及其应用. 电路与系统学报, 2001,6(3):45-50.
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