Twin cross contrastive learning with multi-modality fusion for drug-target affinity prediction.

Linna Zhang

Linna Zhang Zhaowei Wang 0005 Wuhao Liu Xiaodong Duan Qiguo Dai Twin cross contrastive learning with multi-modality fusion for drug-target affinity prediction. 2026 103394 176 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2026.103394 db/journals/artmed/artmed176.html#ZhangWLDD26 streams/journals/artmed

Xiaoyu Chen Wanru Xu Shichao Kan Linna Zhang Yi Jin 0001 Yigang Cen Yidong Li Vision-Semantics-Label: A New Two-Step Paradigm for Action Recognition With Large Language Model. 2026 February 1313-1327 36 IEEE Trans. Circuits Syst. Video Technol. 2 https://doi.org/10.1109/TCSVT.2025.3548845 db/journals/tcsv/tcsv36.html#ChenXKZJCL26 streams/journals/tcsv

Zekun Tian Dunlu Peng Debby Dan Wang Linna Zhang Zheng Zou Hejing Huang Shiqi Zhang A Swin Transformer based on multi-directional-shift window attention and inductive bias for diagnosis of pleural effusion. 113146 2025 177 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2025.113146 db/journals/asc/asc177.html#TianPWZZHZ25 streams/journals/asc

Linna Zhang Lanyao Zhang Qi Cao 0002 Shichao Kan Yigang Cen Fugui Zhang Yansen Huang Feature Transformation Reconstruction (FTR) Network for Unsupervised Anomaly Detection. 2025 2025 Int. J. Intell. Syst. 1 https://doi.org/10.1155/int/1780499 db/journals/ijis/ijis2025.html#ZhangZCKCZH25 streams/journals/ijis

Yao Yang Xiaoling Chen Linna Zhang Yansen Huang Yi Cen Yigang Cen Industrial Surface Anomaly Detection by Combining Grayscale Edge Features and Normal Memory Features of Images for Reconstruction. 886-906 2025 March 19 KSII Trans. Internet Inf. Syst. 3 https://doi.org/10.3837/tiis.2025.03.010 db/journals/itiis/itiis19.html#YangCZHCC25 streams/journals/itiis

Yansen Huang Lujie Li Linna Zhang Fei Gan Yigang Cen Yuanming Liu Point Cloud Semantic Segmentation Based on Geometric Feature Fusion. 1648-1666 2025 May 19 KSII Trans. Internet Inf. Syst. 5 https://doi.org/10.3837/tiis.2025.05.013 db/journals/itiis/itiis19.html#HuangLZGCL25 streams/journals/itiis

Hao Shen Lu Shi Linna Zhang Wanru Xu Yigang Cen Gaoyun An Inter-patch spatio-temporal relation prediction for video anomaly detection. 545 2025 July 19 Signal Image Video Process. 7 https://doi.org/10.1007/s11760-025-04156-x db/journals/sivp/sivp19.html#ShenSZXCA25 streams/journals/sivp

Ruofei Liang Yigang Cen Linna Zhang Fugui Zhang Yansen Huang Fei Gan Innovative Lightweight Detection for Airborne Remote Sensing: Integrating G-Shuffle and Dynamic Multiscale Pyramid Networks. 2010-2023 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3509691 db/journals/staeors/staeors18.html#LiangCZZHG25 streams/journals/staeors

Lu Shi Shichao Kan Yi Jin 0001 Linna Zhang Yigang Cen Multi-Modal Self-Perception Enhanced Large Language Model for 3D Region-of-Interest Captioning With Limited Data. 2935-2948 2025 27 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2025.3557703 db/journals/tmm/tmm27.html#ShiKJZC25 streams/journals/tmm

Fanghui Zhang Haiyue Zhu Yigang Cen Shichao Kan Linna Zhang Prahlad Vadakkepat Tong Heng Lee Low-Shot Unsupervised Visual Anomaly Detection via Sparse Feature Representation. 7903-7917 2025 May 36 IEEE Trans. Neural Networks Learn. Syst. 5 https://doi.org/10.1109/TNNLS.2024.3420818 db/journals/tnn/tnn36.html#ZhangZCKZVL25 streams/journals/tnn

Qianqian Sun Lu Shi Linna Zhang Gaoyun An Yi Jin 0001 Yidong Li Yigang Cen Injecting Cross-modal Fine-Grained Perception into LLMs for 3D Object-of-Interest Understanding. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11208909 conf/icmcs/2025 db/conf/icmcs/icme2025.html#SunSZAJLC25 streams/conf/icmcs Xiaoyu Chen Yigang Cen Wanru Xu Yue Zhang 0065 Yi Jin 0001 Yidong Li Linna Zhang Hierarchical Meta-prototypes Network for Few-shot Action Recognition. 2643-2652 2025 ACM Multimedia https://doi.org/10.1145/3746027.3754703 conf/mm/2025 db/conf/mm/mm2025.html#ChenCX00LZ25 Bosong Zhang Linna Zhang Qian Sun Hai Wang Danyang Li Model Evaluation-Driven Aggregation: FedMEDA for Robust Non-IID Federated Learning. TrustCom 2025 1513-1521 conf/trustcom/2025 https://doi.org/10.1109/Trustcom66490.2025.00176 db/conf/trustcom/trustcom2025.html#ZhangZSWL25 streams/conf/trustcom Bosong Zhang Qian Sun Hai Wang Linna Zhang Danyang Li Federated Learning Greedy Aggregation Optimization for Non-Independently Identically Distributed Data. 2090-2097 2024 TrustCom https://doi.org/10.1109/TrustCom63139.2024.00290 conf/trustcom/2024 db/conf/trustcom/trustcom2024.html#ZhangSWZL24

Hao Shen Lu Shi Wanru Xu Yigang Cen Linna Zhang Gaoyun An Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection. 2024 abs/2403.19111 CoRR https://doi.org/10.48550/arXiv.2403.19111 db/journals/corr/corr2403.html#abs-2403-19111

Yue Zhang 0065 Shuqin Wang 0001 Shichao Kan Yigang Cen Linna Zhang End-to-end feature diversity person search with rank constraint of cross-class matrix. 453-465 2023 518 Neurocomputing https://doi.org/10.1016/j.neucom.2022.10.080 db/journals/ijon/ijon518.html#ZhangWKCZ23

Yanhong Wang Yigang Cen Ruizhen Zhao Linna Zhang Shichao Kan Shaohai Hu Compressed sensing based feature fusion for image retrieval. 14893-14905 2023 14 J. Ambient Intell. Humaniz. Comput. 11 https://doi.org/10.1007/s12652-018-0895-z db/journals/jaihc/jaihc14.html#WangCZZKH23

Xiaoyu Chen Shichao Kan Fanghui Zhang Yigang Cen Linna Zhang Damin Zhang Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection. 103707 2023 February 90 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2022.103707 db/journals/jvcir/jvcir90.html#ChenKZCZZ23

Fanghui Zhang Shichao Kan Damin Zhang Yigang Cen Linna Zhang Vladimir Mladenovic A graph model-based multiscale feature fitting method for unsupervised anomaly detection. 109373 2023 June 138 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.109373 db/journals/pr/pr138.html#ZhangKZCZM23

Linna Zhang Yuehui Chen Yi Cao Yaou Zhao RA-KD: Random Attention Map Projection for Knowledge Distillation. 587-596 2023 ICIC (4) https://doi.org/10.1007/978-981-99-4752-2_48 conf/icic/2023-4 db/conf/icic/icic2023-4.html#ZhangCCZ23

Siyuan Pan Linna Zhang Jie Zhang Xiaoshuang Li Liang Hou Xiaobing Tu Layer-adaptive Structured Pruning Guided by Latency. 2023 abs/2305.14403 CoRR https://doi.org/10.48550/arXiv.2305.14403 db/journals/corr/corr2305.html#abs-2305-14403

Shuqin Wang 0001 Yongyong Chen Yigang Cen Linna Zhang Hengyou Wang Viacheslav V. Voronin Nonconvex low-rank and sparse tensor representation for multi-view subspace clustering. 14651-14664 2022 52 Appl. Intell. 13 https://doi.org/10.1007/s10489-022-03406-6 https://www.wikidata.org/entity/Q114227501 db/journals/apin/apin52.html#WangCCZWV22

Shuqin Wang 0001 Yongyong Chen Linna Zhang Yigang Cen Viacheslav V. Voronin Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering. 376-388 2022 8 IEEE Trans. Signal Inf. Process. over Networks https://doi.org/10.1109/TSIPN.2022.3169633 db/journals/tsipn/tsipn8.html#WangCZCV22

Linna Zhang Yuehui Chen Yi Cao Yaou Zhao BERT Model Compression With Decoupled Knowledge Distillation And Representation Learning. 16:1-16:4 2022 AISS https://doi.org/10.1145/3573834.3574482 conf/aiss/2022 db/conf/aiss/aiss2022.html#ZhangCCZ22

Fanghui Zhang Yi Jin 0001 Shichao Kan Linna Zhang Yigang Cen Wen Jin Distorted Vehicle Detection and Distance Estimation by Metric Learning-Based SSD. 1426-1437 2021 14 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.2991/ijcis.d.210419.001 db/journals/ijcisys/ijcisys14.html#ZhangJKZCJ21

Shuqin Wang 0001 Yongyong Chen Yi Jin 0001 Yigang Cen Yidong Li Linna Zhang Error-robust low-rank tensor approximation for multi-view clustering. 106745 2021 215 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.106745 db/journals/kbs/kbs215.html#WangCJCLZ21

Yue Zhang 0065 Fanghui Zhang Shichao Kan Linna Zhang Jiaping Zong Yigang Cen Cross-domain Person Re-identification Based on the Sample Relation Guidance. 326-337 2021 ICIG (2) https://doi.org/10.1007/978-3-030-87358-5_26 conf/icig/2021-2 db/conf/icig/icig2021-2.html#ZhangZKZZC21 Shuqin Wang 0001 Yongyong Chen Yigang Ce Linna Zhang Viacheslav V. Voronin Low-Rank And Sparse Tensor Representation For Multi-View Subspace Clustering. 1534-1538 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506640 conf/icip/2021 db/conf/icip/icip2021.html#WangCCZV21

Hejin Yuan Mingjie Li Wei-hua Niu Linna Zhang Kebin Cui Fast fractal image retrieval algorithm based on HV partition. 111-119 2020 15 Int. J. Simul. Process. Model. 1/2 https://doi.org/10.1504/IJSPM.2020.106975 db/journals/ijspm/ijspm15.html#YuanLNZC20

Shichao Kan Linna Zhang Zhihai He Yigang Cen Shiming Chen 0001 Jikun Zhou Metric learning-based kernel transformer with triplets and label constraints for feature fusion. 2020 99 Pattern Recognit. https://doi.org/10.1016/j.patcog.2019.107086 https://www.wikidata.org/entity/Q127019739 db/journals/pr/pr99.html#KanZHCCZ20

Ang Li Zhenjiang Miao Yigang Cen Xiao-Ping Zhang 0002 Linna Zhang Shiming Chen 0001 Abnormal event detection in surveillance videos based on low-rank and compact coefficient dictionary learning. 107355 2020 108 Pattern Recognit. https://doi.org/10.1016/j.patcog.2020.107355 db/journals/pr/pr108.html#LiMCZZC20

Yi Cen Linna Zhang Ke Wang 0013 Yigang Cen Iterative Reweighted Minimization for Generalized Norm/Quasi-Norm Difference Regularized Unconstrained Nonlinear Programming. 153102-153122 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2948426 db/journals/access/access7.html#CenZWC19

Linna Zhang Shiming Chen 0001 Yigang Cen Yi Cen Hengyou Wang Ming Zeng 0012 Block Sparse Low-rank Matrix Decomposition based Visual Defect Inspection of Rail Track Surfaces. 6043-6062 2019 13 KSII Trans. Internet Inf. Syst. 12 https://doi.org/10.3837/tiis.2019.12.014 db/journals/itiis/itiis13.html#Zhang0CCWZ19

Linna Zhang Jianqiang Chen Xiaoling Chen Yigang Cen Shichao Kan 面向行车视频目标实时检测的轻量级SSD网络 (Lightweight SSD Network for Real-time Object Detection in Automotive Videos). 233-237 2019 46 计算机科学 7 https://doi.org/10.11896/j.issn.1002-137X.2019.07.035 http://www.jsjkx.com/EN/10.11896/j.issn.1002-137X.2019.07.035 db/journals/jsjkx/jsjkx46.html#ZhangCCCK19

Hao Wu 0022 Yueli Li Jie Xiong Xiaohan Bi Linna Zhang Rongfang Bie Junqi Guo Weighted-learning-instance-based retrieval model using instance distance. 163-176 2019 30 Mach. Vis. Appl. 1 https://doi.org/10.1007/s00138-018-0988-x https://www.wikidata.org/entity/Q129017169 db/journals/mva/mva30.html#WuLXBZBG19

Shichao Kan Yigang Cen Zhihai He Zhi Zhang 0005 Linna Zhang Yanhong Wang Supervised Deep Feature Embedding With Handcrafted Feature. 5809-5823 2019 28 IEEE Trans. Image Process. 12 https://doi.org/10.1109/TIP.2019.2901407 https://www.wikidata.org/entity/Q91894263 db/journals/tip/tip28.html#KanCHZZW19

Fanghui Zhang Yi Jin 0001 Shichao Kan Linna Zhang Yigang Cen Jin Wen Vehicle Detection in Distorted Driving Video Based on Metric Learning and Single Shot MultiBox Detector. 1-6 2019 BESC https://doi.org/10.1109/BESC48373.2019.8963547 conf/besc/2019 db/conf/besc/besc2019.html#ZhangJKZCW19

Hao Wu 0022 Yueli Li Xiaohan Bi Linna Zhang Rongfang Bie Yingzhuo Wang Joint entropy based learning model for image retrieval. 415-423 2018 55 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2018.06.021 https://www.wikidata.org/entity/Q129615403 db/journals/jvcir/jvcir55.html#WuLBZBW18

Yi Cen Yigang Cen Ke Wang 0013 Jincong Li Shiming Chen 0001 Linna Zhang Dan Tao Low-Rank Tensor Estimation via Generalized Norm/Quasi-Norm Difference Regularization. 144-149 2018 BigCom https://doi.org/10.1109/BIGCOM.2018.00030 https://doi.ieeecomputersociety.org/10.1109/BIGCOM.2018.00030 conf/bigcom/2018 db/conf/bigcom/bigcom2018.html#CenC0LCZT18 Yanhong Wang Linna Zhang Yigang Cen Ruizhen Zhao Tingting Chai Yi Cen Composite Descriptors and Deep Features Based Visual Phrase for Image Retrieval. 476-486 2018 ICCCS (6) https://doi.org/10.1007/978-3-030-00021-9_43 conf/icccsec/2018-6 db/conf/icccsec/icccsec2018-6.html#WangZCZCC18

Zuntao Fu Zhe Chen Linna Zhang Jiangyu Mao Shikuo Liu Novel exact solutions to the short pulse equation. 3899-3905 2010 215 Appl. Math. Comput. 11 https://doi.org/10.1016/j.amc.2009.11.038 db/journals/amc/amc215.html#FuCZML10

Gaoyun An Xiaohan Bi Rongfang Bie Qi Cao 0002 Yi Cao Yigang Ce Yi Cen Yi-Gang CenYigang Cen Tingting Chai Jianqiang Chen Shiming Chen 0001 Xiaoling Chen Xiaoyu Chen Yongyong Chen Yuehui Chen Zhe Chen Kebin Cui Qiguo Dai Xiaodong Duan Zuntao Fu Fei Gan Junqi Guo Zhihai He Liang Hou Shaohai Hu Hejing Huang Yansen Huang Wen Jin Yi Jin 0001 Shichao Kan Tong Heng Lee Ang Li Danyang Li Jincong Li Lujie Li Mingjie Li Xiaoshuang Li Yidong Li Yueli Li Ruofei Liang Shikuo Liu Wuhao Liu Yuanming Liu Jiangyu Mao Zhenjiang Miao Vladimir Mladenovic Wei-hua Niu Siyuan Pan Dunlu Peng Hao Shen Lu Shi Qian Sun Qianqian Sun Dan Tao Zekun Tian Xiaobing Tu Prahlad Vadakkepat Viacheslav V. Voronin Debby Dan Wang Hai Wang Hengyou Wang Ke Wang 0013 Shuqin Wang 0001 Yanhong Wang Yingzhuo Wang Zhaowei Wang 0005 Jin Wen Hao Wu 0022 Jie Xiong Wanru Xu Yao Yang Hejin Yuan Ming Zeng 0012 Bosong Zhang Damin Zhang Fanghui Zhang Fugui Zhang Jie Zhang Lanyao Zhang Shiqi Zhang Xiao-Ping Zhang 0002 Yue Zhang 0065 Zhi Zhang 0005 Ruizhen Zhao Yaou Zhao Jikun Zhou Haiyue Zhu Jiaping Zong Zheng Zou