Recent advances in brain tumor segmentation: A review of self-supervised learning, federated learning, and graph neural networks.

Xing Deng

Qiqi Wu Xing Deng Haijian Shao Yingtao Jiang Recent advances in brain tumor segmentation: A review of self-supervised learning, federated learning, and graph neural networks. 2026 114473 173 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.114473 db/journals/eaai/eaai173.html#WuDSJ26 streams/journals/eaai

Sixun Yan Haijian Shao Xing Deng Yingtao Jiang Ke Cheng Ming Zhang 0033 Fei Wang 0082 GAS: An adaptive pruning strategy based on output feature map gradients, activations, and weight sparsity. 2026 115633 339 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2026.115633 db/journals/kbs/kbs339.html#YanSDJCZW26 streams/journals/kbs

Wei Liu Haijian Shao Xing Deng Yingtao Jiang CQH-MPN: A Classical-Quantum Hybrid Prototype Network With Fuzzy Proximity-Based Classification for Early Glaucoma Diagnosis. 2026 April 3447-3460 30 IEEE J. Biomed. Health Informatics 4 https://doi.org/10.1109/JBHI.2025.3610855 db/journals/titb/titb30.html#LiuSDJ26 streams/journals/titb

Haijian Shao Wei Liu Xing Deng Daze Lu Enhancing Imbalanced Electrocardiogram Classification: A Novel Approach Integrating Data Augmentation through Wavelet Transform and Interclass Fusion. 2026 January abs/2601.09103 CoRR https://doi.org/10.48550/arXiv.2601.09103 db/journals/corr/corr2601.html#abs-2601-09103 streams/journals/corr

Wei Liu Xing Deng Haijian Shao Yingtao Jiang Spectral Complex Autoencoder Pruning: A Fidelity-Guided Criterion for Extreme Structured Channel Compression. 2026 January abs/2601.09352 CoRR https://doi.org/10.48550/arXiv.2601.09352 db/journals/corr/corr2601.html#abs-2601-09352 streams/journals/corr

Haijian Shao Dalong Zhao Xing Deng Wenzheng Zhu Yingtao Jiang LieTrunc-QNN: Lie Algebra Truncation and Quantum Expressivity Phase Transition from LiePrune to Provably Stable Quantum Neural Networks. 2026 April abs/2604.02697 CoRR https://doi.org/10.48550/arXiv.2604.02697 db/journals/corr/corr2604.html#abs-2604-02697 streams/journals/corr

Xinyu Hu Haijian Shao Xing Deng Yingtao Jiang Fei Wang 0082 Integrating frequency limitation and feature refinement for robust 3D Gaussian segmentation. 110239 2025 123 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2025.110239 db/journals/cee/cee123.html#HuSDJW25 streams/journals/cee

Yaming Ren Xing Deng Harnessing Trend Theory to Enhance Distributed Proximal Point Algorithm Approaches for Multi-Area Economic Dispatch Optimization. 2025 4503-4533 82 Comput. Mater. Continua 3 https://doi.org/10.32604/cmc.2024.059864 db/journals/cmc/cmc82.html#RenD25 streams/journals/cmc

Guangyao Li Haijian Shao Xing Deng Yingtao Jiang Adaptive convolutional network pruning through pixel-level cross-correlation and channel independence for enhanced model compression. 110920 2025 154 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.110920 db/journals/eaai/eaai154.html#LiSDJ25 streams/journals/eaai

Jianxin Wang Haijian Shao Xing Deng Shuheng Lian Robust novel view synthesis from multi-view feature stereo matching priors. 172 2025 April 31 Multim. Syst. 2 https://doi.org/10.1007/s00530-025-01757-x db/journals/mms/mms31.html#WangSDL25 streams/journals/mms

Jianxin Wang Haijian Shao Xing Deng Yingtao Jiang PIDSNeRF: pose interpolation depth supervision neural radiance fields for view synthesis from challenging input. 22539-22559 2025 June 84 Multim. Tools Appl. 20 https://doi.org/10.1007/s11042-024-19978-z db/journals/mta/mta84.html#WangSDJ25 streams/journals/mta

Shiyun Zhang Xing Deng Haijian Shao Yingtao Jiang ImpRes: implicit residual diffusion models for image super-resolution. 5223-5233 2025 June 41 Vis. Comput. 8 https://doi.org/10.1007/s00371-024-03717-4 db/journals/vc/vc41.html#ZhangDSJ25 streams/journals/vc

Haijian Shao Wei Liu Xing Deng Quantum-Inspired Spectral Geometry for Neural Operator Equivalence and Structured Pruning. 2025 December abs/2512.00880 CoRR https://doi.org/10.48550/arXiv.2512.00880 db/journals/corr/corr2512.html#abs-2512-00880 streams/journals/corr

Haijian Shao Bowen Yang Wei Liu Xing Deng Yingtao Jiang LiePrune: Lie Group and Quantum Geometric Dual Representation for One-Shot Structured Pruning of Quantum Neural Networks. 2025 December abs/2512.09469 CoRR https://doi.org/10.48550/arXiv.2512.09469 db/journals/corr/corr2512.html#abs-2512-09469 streams/journals/corr

Haijian Shao Wei Liu Xing Deng Yingtao Jiang One-Shot Structured Pruning of Quantum Neural Networks via <i>q</i>-Group Engineering and Quantum Geometric Metrics. 2025 December abs/2512.24019 CoRR https://doi.org/10.48550/arXiv.2512.24019 db/journals/corr/corr2512.html#abs-2512-24019 streams/journals/corr

Jian Su Haijian Shao Xing Deng Yingtao Jiang An Investigation of Frequency-Domain Pruning Algorithms for Accelerating Human Activity Recognition Tasks Based on Sensor Data. 2024 2219-2242 81 Comput. Mater. Continua 2 https://doi.org/10.32604/cmc.2024.057604 db/journals/cmc/cmc81.html#SuSDJ24 streams/journals/cmc

Jiang Li Haijian Shao Xing Deng Yingtao Jiang Efficient filter pruning: Reducing model complexity through redundancy graph decomposition. 128108 2024 599 Neurocomputing https://doi.org/10.1016/j.neucom.2024.128108 db/journals/ijon/ijon599.html#LiSDJ24

Jing Xie Xing Deng Haijian Shao Yingtao Jiang Hierarchical decomposition-based underwater image enhancement network with auxiliary gradient guidance. 2024 33 J. Electronic Imaging 5 https://doi.org/10.1117/1.jei.33.5.053028 db/journals/jei/jei33.html#XieDSJ24 streams/journals/jei

Shaoyi Xu Xing Deng Panfeng Zheng Dingfeng Yu Fangfang Xing Wei Fan 0008 Linearity Range Extension of Magnetostrictive Current Sensors Through Magnetic Circuit Optimization. 1-13 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3372227 db/journals/tim/tim73.html#XuDZYXF24

Yang Jiang Xing Deng Hang Shi Yanwei Miao Jinan Chen Zexi Zhang Advanced Open-Set Fault Diagnosis in Power Grids via Text-Image Matching. 48-52 2024 AIoTC https://doi.org/10.1109/AIoTC63215.2024.10748278 conf/aiotc/2024 db/conf/aiotc/aiotc2024.html#JiangDSMCZ24 Yuying Xia Haijian Shao Xing Deng VulCoBERT: A CodeBERT-Based System for Source Code Vulnerability Detection. 2024 GAIIS https://doi.org/10.1145/3665348.3665391 https://www.wikidata.org/entity/Q130804245 conf/gaiis/2024 db/conf/gaiis/gaiis2024.html#XiaSD24 Qiuduo Zhao Xing Deng Zhao Liu Saifei Yang Mengke Liang Sheng Wang Research on emotional recognition methods based on electrocardiogram signal. 1-5 2024 M2VIP https://doi.org/10.1109/M2VIP62491.2024.10746040 conf/m2vip/2024 db/conf/m2vip/m2vip2024.html#ZhaoDLYLW24

Yingping Wang Xing Deng Haijian Shao Yingtao Jiang Multi-scale feature fusion for histopathological image categorisation in breast cancer. 2350-2362 2023 November 11 Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 https://doi.org/10.1080/21681163.2023.2231551 db/journals/cmbbeiv/cmbbeiv11.html#WangDSJ23

Haijian Shao Edwin Ma Ming Zhu 0017 Xing Deng Shengjie Zhai MNIST Handwritten Digit Classification Based on Convolutional Neural Network with Hyperparameter Optimization. 3595-3606 2023 36 Intell. Autom. Soft Comput. 3 https://doi.org/10.32604/iasc.2023.036323 db/journals/iasc/iasc36.html#ShaoMZDZ23 streams/journals/iasc

Longjian Wang Haijian Shao Xing Deng An Unsupervised End-to-End Recursive Cascaded Parallel Network for Image Registration. 8255-8268 2023 December 55 Neural Process. Lett. 6 https://doi.org/10.1007/s11063-023-11311-3 db/journals/npl/npl55.html#WangSD23

Jiang Li Haijian Shao Shengjie Zhai Yingtao Jiang Xing Deng A graphical approach for filter pruning by exploring the similarity relation between feature maps. 69-75 2023 February 166 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2022.12.028 db/journals/prl/prl166.html#LiSZJD23

Jun Li Jingjian Wang Hongwei Wang Xing Deng Jielong Chen Bing Cao Zekun Wang Guanjie Xu Ge Zhang Feng Shi Hualei Liu Fragment and Integrate Network (FIN): A Novel Spatial-Temporal Modeling Based on Long Sequential Behavior for Online Food Ordering Click-Through Rate Prediction. 2023 abs/2308.15703 CoRR https://doi.org/10.48550/arXiv.2308.15703 db/journals/corr/corr2308.html#abs-2308-15703

Jian Liu Haijian Shao Yingtao Jiang Xing Deng CNN-Based Hidden-Layer Topological Structure Design and Optimization Methods for Image Classification. 2831-2842 2022 54 Neural Process. Lett. 4 https://doi.org/10.1007/s11063-022-10742-8 db/journals/npl/npl54.html#LiuSJD22

Chen Zhao Yucheng Li Xing Deng Nuan Song Tao Wang Qingpeng Deng Zonghua Li Computational Investigation on Integrated Thermal Management System for Electric Vehicle. 39-45 2022 ICCMS https://doi.org/10.1145/3547578.3547585 conf/iccms/2022 db/conf/iccms/iccms2022.html#ZhaoLDSWDL22

Xing Deng Feipeng Da Haijian Shao Yingtao Jiang A multi-scale three-dimensional face recognition approach with sparse representation-based classifier and fusion of local covariance descriptors. 106700 2020 85 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2020.106700 db/journals/cee/cee85.html#DengDSJ20

Xing Deng Feipeng Da Haijian Shao Efficient 3D face recognition using local covariance descriptor and Riemannian kernel sparse coding. 81-91 2017 62 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2017.01.028 https://www.wikidata.org/entity/Q115358431 db/journals/cee/cee62.html#DengDS17

Xing Deng Feipeng Da Haijian Shao Expression-robust 3D face recognition based on feature-level fusion and feature-region fusion. 13-31 2017 76 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-015-3012-8 https://www.wikidata.org/entity/Q125053006 db/journals/mta/mta76.html#DengDS17

Xing Deng Feipeng Da Haijian Shao Adaptive feature selection based on reconstruction residual and accurately located landmarks for expression-robust 3D face recognition. 1305-1312 2017 11 Signal Image Video Process. 7 https://doi.org/10.1007/s11760-017-1087-6 db/journals/sivp/sivp11.html#DengDS17

Junquan Liu Feipeng Da Xing Deng Yi Yu 0010 Pu Zhang An Automatic Landmark Localization Method for 2D and 3D Face. 541-551 2015 ICIG (1) https://doi.org/10.1007/978-3-319-21978-3_47 conf/icig/2015 db/conf/icig/icig2015.html#LiuDDYZ15 Shiwen Lv Feipeng Da Xing Deng A 3D face recognition method using region-based extended local binary pattern. 3635-3639 2015 ICIP https://doi.org/10.1109/ICIP.2015.7351482 conf/icip/2015 db/conf/icip/icip2015.html#LvDD15 Xiaojun Rao Fang Miao Rui Liu Xing Deng DEM generation of typical mountain area based on InSAR technology. 353-358 2011 ICSDM https://doi.org/10.1109/ICSDM.2011.5969062 conf/icsdm/2011 db/conf/icsdm/icsdm2011.html#RaoMLD11 Bing Cao Jielong Chen Jinan Chen Ke Cheng Feipeng Da Qingpeng Deng Wei Fan 0008 Xinyu Hu Yang Jiang Yingtao Jiang Guangyao Li Jiang Li Jun Li Yucheng Li Zonghua Li Shuheng Lian Mengke Liang Hualei Liu Jian Liu Junquan Liu Rui Liu Wei Liu Zhao Liu Daze Lu Shiwen Lv Edwin Ma Fang Miao Yanwei Miao Xiaojun Rao Yaming Ren Haijian Shao Feng Shi Hang Shi Nuan Song Jian Su Fei Wang 0082 Hongwei Wang Jianxin Wang Jingjian Wang Longjian Wang Sheng Wang Tao Wang Yingping Wang Zekun Wang Qiqi Wu Yuying Xia Jing Xie Fangfang Xing Guanjie Xu Shaoyi Xu Sixun Yan Bowen Yang Saifei Yang Dingfeng Yu Yi Yu 0010 Shengjie Zhai Ge Zhang Ming Zhang 0033 Pu Zhang Shiyun Zhang Zexi Zhang Chen Zhao Dalong Zhao Qiuduo Zhao Panfeng Zheng Ming Zhu 0017 Wenzheng Zhu