A semantic interaction integration and position-aware network and a teacher dual-student framework for weakly supervised RGB-D salient object detection.

Haishun Du https://orcid.org/0000-0003-0883-8118

Haishun Du Zeyu Li Kangyi Qiao Guanghui Zhang Chengsi Liu A semantic interaction integration and position-aware network and a teacher dual-student framework for weakly supervised RGB-D salient object detection. 2026 August 396 17 Int. J. Mach. Learn. Cybern. 8 https://doi.org/10.1007/s13042-026-03243-w db/journals/mlc/mlc17.html#DuLQZL26 streams/journals/mlc

Xinxin Hao Haishun Du Jieru Li Jiangtao Guo 0001 A two-level modality fusion compensation network for visible-infrared person re-identification. 2026 August 281 32 Multim. Syst. 4 https://doi.org/10.1007/s00530-026-02340-8 db/journals/mms/mms32.html#HaoDLG26 streams/journals/mms

Haishun Du Chuaner Huang Linbing Cao Jieru Li Wenzhe Zhang Hierarchical fusion and local-aware transformer for occluded person re-identification. 2026 108883 201 Neural Networks https://doi.org/10.1016/j.neunet.2026.108883 db/journals/nn/nn201.html#DuHCLZ26 streams/journals/nn

Haishun Du Zhengyang Zhang Wenzhe Zhang Linbing Cao Global-local feature fusion network for accurate 3D object detection in point clouds and images. 12 2026 January 42 Vis. Comput. 1 https://doi.org/10.1007/s00371-025-04220-0 db/journals/vc/vc42.html#DuZZC26 streams/journals/vc

Haishun Du Sen Wang Wenzhe Zhang Linbing Cao PMDFN3D: Pre-mid dual fusion network for 3D object detection. 105399 2025 166 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2025.105399 db/journals/dsp/dsp166.html#DuWZC25 streams/journals/dsp

Jiangtao Guo 0001 Haishun Du Xinxin Hao Minghao Zhang CFET: A Cross-Fusion Enhanced Transformer for Visible-infrared person re-identification. 126645 2025 271 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126645 db/journals/eswa/eswa271.html#GuoDHZ25 streams/journals/eswa

Xinxin Hao Haishun Du Jiangtao Guo 0001 Jieru Li A CNN-transformer hybrid model and a multi-modal multi-stage training strategy for visible-infrared person re-identification. 16 2025 June 14 Int. J. Multim. Inf. Retr. 2 https://doi.org/10.1007/s13735-025-00367-7 db/journals/ijmir/ijmir14.html#HaoDGL25 streams/journals/ijmir

Haishun Du Wenzhe Zhang Sen Wang Zhengyang Zhang Linbing Cao FFENet: A frequency fusion and enhancement network for camouflaged object detection. 105733 2025 163 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2025.105733 db/journals/ivc/ivc163.html#DuZWZC25 streams/journals/ivc

Haishun Du Jieru Li Linbing Cao Xinxin Hao Progressive de-preference task-specific processing for generalizable person re-identification. 112779 2025 309 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.112779 db/journals/kbs/kbs309.html#DuLCH25 streams/journals/kbs

Haishun Du Zhengyang Zhang Minghao Zhang Wenzhe Zhang LMNet:A location Feature Generation and Memory Token Interactive Network for camouflaged object detection. 1059 2025 December 19 Signal Image Video Process. 12 https://doi.org/10.1007/s11760-025-04687-3 db/journals/sivp/sivp19.html#DuZZZ25 streams/journals/sivp

Haishun Du Linbing Cao Jieru Li Wenzhe Zhang Refining unified model by test-time dynamic adaptation for domain shift problem. 1287 2025 August 81 J. Supercomput. 13 https://doi.org/10.1007/s11227-025-07770-1 db/journals/tjs/tjs81.html#DuCLZ25 streams/journals/tjs

Wenbin Zhang Zhaoyang Li 0011 Haishun Du Jiangang Tong Zhihua Liu Dual-stream feature fusion network for person re-identification. 107888 2024 131 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.107888 db/journals/eaai/eaai131.html#ZhangLDTL24

Jiangtao Guo 0001 Haishun Du Xinxin Hao Minghao Zhang IGIE-net: Cross-modality person re-identification via intermediate modality image generation and discriminative information enhancement. 105066 2024 147 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2024.105066 db/journals/ivc/ivc147.html#GuoDHZ24

Haishun Du Linbing He Jiangtao Guo 0001 Jieru Li Meta separation-fusion for generalizable person re-identification. 111224 2024 284 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.111224 https://www.wikidata.org/entity/Q124938191 db/journals/kbs/kbs284.html#DuHGL24

Haishun Du Yonghao Zhang Yuxi Wang Linbing He Double-constrained structured discriminant analysis-synthesis dictionary pair learning for pattern classification. 30277-30295 2024 March 83 Multim. Tools Appl. 10 https://doi.org/10.1007/s11042-023-16772-1 db/journals/mta/mta83.html#DuZWH24

Jiangtao Guo 0001 Yanfang Ye 0002 Haishun Du Xinxin Hao A triple-path global-local feature complementary network for visible-infrared person re-identification. 911-921 2024 February 18 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-023-02789-4 db/journals/sivp/sivp18.html#GuoYDH24

Haishun Du Kangyi Qiao Wenzhe Zhang Zhengyang Zhang Sen Wang FCFIG-Net: feature complementary fusion and information-guided network for RGB-D salient object detection. 8547-8563 2024 December 18 Signal Image Video Process. 12 https://doi.org/10.1007/s11760-024-03489-3 db/journals/sivp/sivp18.html#DuQZZW24 streams/journals/sivp

Haishun Du Minghao Zhang Wenzhe Zhang Kangyi Qiao Mscnet: Mask stepwise calibration network for camouflaged object detection. 24718-24737 2024 November 80 J. Supercomput. 16 https://doi.org/10.1007/s11227-024-06376-3 db/journals/tjs/tjs80.html#DuZZQ24 streams/journals/tjs

Haishun Du Linbing He Panting Liu Xinxin Hao Inter-domain fusion and intra-domain style normalization network for unsupervised domain adaptive person re-identification. 103848 2023 March 133 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2022.103848 db/journals/dsp/dsp133.html#DuHLH23

Haishun Du Zhen Zhang Minghao Zhang Kangyi Qiao DMNet: Dynamic Memory Network for RGB-D Salient Object Detection. 104221 2023 October 142 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2023.104221 db/journals/dsp/dsp142.html#DuZZQ23

Haishun Du Yanfang Ye 0002 Yonghao Zhang Linbing He Joint structured constraint discriminant analysis dictionary learning for pattern classification. 2023 32 J. Electronic Imaging 1 https://doi.org/10.1117/1.jei.32.1.013033 db/journals/jei/jei32.html#Du0ZH23

Haishun Du Xinxin Hao Yanfang Ye 0002 Linbing He Jiangtao Guo 0001 A camera style-invariant learning and channel interaction enhancement fusion network for visible-infrared person re-identification. 117 2023 November 34 Mach. Vis. Appl. 6 https://doi.org/10.1007/s00138-023-01473-4 db/journals/mva/mva34.html#DuHYHG23

Haishun Du Yonghao Zhang Zhaoyang Li 0011 Panting Liu Dingyi Wang Self-eliminating Discriminant Analysis Dictionary Learning for Pattern Classification. 9969-9993 2023 December 55 Neural Process. Lett. 7 https://doi.org/10.1007/s11063-023-11234-z db/journals/npl/npl55.html#DuZLLW23

Fan Zhang 0028 Yingqi Zhang Xiaoke Zhu Xiaopan Chen Haishun Du Xinhong Zhang PregGAN: A prognosis prediction model for breast cancer based on conditional generative adversarial networks. 107026 2022 224 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2022.107026 https://www.wikidata.org/entity/Q113318985 db/journals/cmpb/cmpb224.html#ZhangZZCDZ22

Haishun Du Zhaoyang Li 0011 Panting Liu Linbing He Dongdong Huo Two-level salient feature complementary network for person re-identification. 5971-5995 2022 37 Int. J. Intell. Syst. 9 https://doi.org/10.1002/int.22824 db/journals/ijis/ijis37.html#DuLLHH22

Ping Zhang Haishun Du Luogang Ma Joint projection learning and structured analysis-synthesis dictionary pair learning for pattern classification. 2022 31 J. Electronic Imaging 1 https://doi.org/10.1117/1.jei.31.1.013010 db/journals/jei/jei31.html#ZhangDM22

Haishun Du Panting Liu Zhaoyang Li 0011 Yonghao Zhang Yanfang Ye 0002 Local information interaction enhancement network for person re-identification. 2022 31 J. Electronic Imaging 3 https://doi.org/10.1117/1.jei.31.3.033031 db/journals/jei/jei31.html#DuLLZ022

Yuxi Wang Haishun Du Yonghao Zhang Yanyu Zhang Efficient and robust discriminant dictionary pair learning for pattern classification. 103227 2021 118 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2021.103227 db/journals/dsp/dsp118.html#WangDZZ21

Haishun Du Yonghao Zhang Luogang Ma Fan Zhang 0028 Structured discriminant analysis dictionary learning for pattern classification. 106794 2021 216 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.106794 db/journals/kbs/kbs216.html#DuZMZ21

Sheng Wang 0015 Haishun Du Ge Zhang Jianfeng Lu 0003 Jingyu Yang 0001 Robust canonical correlation analysis based on L1-norm minimization for feature learning and image recognition. 023001 2020 29 J. Electronic Imaging 2 https://doi.org/10.1117/1.JEI.29.2.023001 db/journals/jei/jei29.html#WangDZLY20

Sheng Wang 0015 Haishun Du Ge Zhang Jianfeng Lu 0003 Jingyu Yang 0001 Robust canonical correlation analysis based on L1-norm minimization for feature learning and image recognition (Erratum). 039801 2020 29 J. Electronic Imaging 3 https://doi.org/10.1117/1.JEI.29.3.039801 db/journals/jei/jei29.html#WangDZLY20a

Haishun Du Luogang Ma Guodong Li Sheng Wang 0015 Low-rank graph preserving discriminative dictionary learning for image recognition. 2020 187 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2019.06.031 https://www.wikidata.org/entity/Q114826477 db/journals/kbs/kbs187.html#DuMLW20

Haishun Du Yuxi Wang Fan Zhang 0028 Yi Zhou 0004 Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning. 2127-2149 2020 52 Neural Process. Lett. 3 https://doi.org/10.1007/s11063-020-10340-6 db/journals/npl/npl52.html#DuWZZ20

Fan Zhang 0028 Zhenzhen Li Boyan Zhang Haishun Du Binjie Wang Xinhong Zhang Multi-modal deep learning model for auxiliary diagnosis of Alzheimer's disease. 185-195 2019 361 Neurocomputing https://doi.org/10.1016/j.neucom.2019.04.093 db/journals/ijon/ijon361.html#ZhangLZDWZ19

Haishun Du Guodong Li Sheng Wang 0015 Fan Zhang 0028 Discriminant locality preserving projections based on L2, p-norm for image feature extraction and recognition. 166-177 2019 58 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2018.11.037 https://www.wikidata.org/entity/Q128875017 db/journals/jvcir/jvcir58.html#DuLWZ19

Haishun Du Zhaolong Zhao Sheng Wang 0015 Fan Zhang 0028 Discriminative low-rank graph preserving dictionary learning with Schatten-p quasi-norm regularization for image recognition. 697-710 2018 275 Neurocomputing https://doi.org/10.1016/j.neucom.2017.08.068 db/journals/ijon/ijon275.html#DuZWZ18

Guodong Li Haishun Du Meihong Xiao Sheng Wang 0015 LPPNet: A Learning Network for Image Feature Extraction and Classification. 189-197 2018 CCBR https://doi.org/10.1007/978-3-319-97909-0_20 conf/ccbr/2018 db/conf/ccbr/ccbr2018.html#LiDXW18

Haishun Du Manman Jiang Juan Wang Sheng Wang 0015 一种用于农作物叶部病害图像识别的双权重协同表示分类方法 (Double Weighted Collaborative Representation Based Classification for Crop Leaf Disease Image Recognition). 302-306 2017 44 计算机科学 10 https://doi.org/10.11896/j.issn.1002-137X.2017.10.054 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2017.10.054 db/journals/jsjkx/jsjkx44.html#DuJWW18

Haishun Du Zhaolong Zhao Sheng Wang 0015 Qingpu Hu Two-dimensional discriminant analysis based on Schatten p-norm for image feature extraction. 87-94 2017 45 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2017.02.015 db/journals/jvcir/jvcir45.html#DuZWH17

Sheng Wang 0015 Jianfeng Lu 0003 Xingjian Gu Haishun Du Jing-Yu Yang 0001 Semi-supervised linear discriminant analysis for dimension reduction and classification. 179-189 2016 57 Pattern Recognit. https://doi.org/10.1016/j.patcog.2016.02.019 db/journals/pr/pr57.html#WangLGDY16

Haishun Du Qingpu Hu Dianfeng Qiao Ioannis Pitas Robust face recognition via low-rank sparse representation-based classification. 579-587 2015 12 Int. J. Autom. Comput. 6 https://doi.org/10.1007/s11633-015-0901-2 db/journals/ijautcomp/ijautcomp12.html#DuHQP15

Haishun Du Xudong Zhang Qingpu Hu Yandong Hou Sparse representation-based robust face recognition by graph regularized low-rank sparse representation recovery. 220-229 2015 164 Neurocomputing https://doi.org/10.1016/j.neucom.2015.02.067 db/journals/ijon/ijon164.html#DuZHH15

Haishun Du Qingpu Hu Manman Jiang Fan Zhang 0028 Two-dimensional principal component analysis based on Schatten p-norm for image feature extraction. 55-62 2015 32 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2015.07.011 db/journals/jvcir/jvcir32.html#DuHJZ15

Haishun Du Qingpu Hu Xudong Zhang Yandong Hou Image Feature Extraction via Graph Embedding Regularized Projective Non-negative Matrix Factorization. 196-209 2014 CCPR (1) https://doi.org/10.1007/978-3-662-45646-0_20 conf/ccpr/2014-1 db/conf/ccpr/ccpr2014-1.html#DuHZH14 Yi Zhou 0004 Jun Wang Haishun Du Huiping Li Bo Hu Gaochao Wang Rong Shao Demo: The multi-agent based evaluation of connected vehicle systems. 131-132 2014 VNC https://doi.org/10.1109/VNC.2014.7013330 conf/vnc/2014 db/conf/vnc/vnc2014.html#ZhouWDLHWS14 Linbing Cao Xiaopan Chen Xingjian Gu Jiangtao Guo 0001 Xinxin Hao Linbing He Yandong Hou Bo Hu Qingpu Hu Chuaner Huang Dongdong Huo Manman Jiang Guodong Li Huiping Li Jieru Li Zeyu Li Zhaoyang Li 0011 Zhenzhen Li Chengsi Liu Panting Liu Zhihua Liu Jianfeng Lu 0003 Luogang Ma Ioannis Pitas Dianfeng Qiao Kangyi Qiao Rong Shao Jiangang Tong Binjie Wang Dingyi Wang Gaochao Wang Juan Wang Jun Wang Sen Wang Sheng Wang 0015 Yuxi Wang Meihong Xiao Jing-Yu Yang 0001Jingyu Yang 0001 Yanfang Ye 0002 Boyan Zhang Fan Zhang 0028 Ge Zhang Guanghui Zhang Minghao Zhang Ping Zhang Wenbin Zhang Wenzhe Zhang Xinhong Zhang Xudong Zhang Yanyu Zhang Yingqi Zhang Yonghao Zhang Zhen Zhang Zhengyang Zhang Zhaolong Zhao Yi Zhou 0004 Xiaoke Zhu