MSAM: a multi-scale attention mechanism for improving industrial defect segmentation.

Yanyan Yang Yanyan Yang 0001 Tsinghua University, Department of Automation, Beijing, China North China Electric Power University, School of Control and Computer Engineering, Beijing, China https://orcid.org/0000-0002-7190-6489 Yanyan Yang 0002 Linda Yang 0002 University of Portsmouth, Department of Electronic and Computer Engineering, Microwave Telecommunication Systems Research Group, UK https://orcid.org/0000-0003-1047-2274 https://www.wikidata.org/entity/Q95960720

Menghao Han Zhenyan Ji Yanyan Yang Qibo Feng Shen Yin MSAM: a multi-scale attention mechanism for improving industrial defect segmentation. 16969-16982 2025 July 37 Neural Comput. Appl. 21 https://doi.org/10.1007/s00521-025-11362-8 db/journals/nca/nca37.html#HanJYFY25 streams/journals/nca

Guiping Zhu Jirui Liu Zhenyan Ji Yanyan Yang Shen Yin Qibo Feng State-of-the-Art Techniques in 3D Industrial Reconstruction: A Detailed Survey. 499-511 2025 ICIC (14) https://doi.org/10.1007/978-981-96-9908-7_41 conf/icic/2025-14 db/conf/icic/icic2025-14.html#ZhuLJYYF25 streams/conf/icic

Ning Luo Meiyin Hu Huan Wan Yanyan Yang Zhuohang Jiang Xin Wei Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification. 2025 June abs/2506.20263 CoRR https://doi.org/10.48550/arXiv.2506.20263 db/journals/corr/corr2506.html#abs-2506-20263 streams/journals/corr

Zhenyan Ji Deyan Kong Yanyan Yang Jiqiang Liu Zhao Li 0007 ASSL-HGAT: Active semi-supervised learning empowered heterogeneous graph attention network. 111567 2024 290 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2024.111567 db/journals/kbs/kbs290.html#JiKYLL24

Rui Yan Jianping Huang Jian Lin Qiao Wang Zhenxia Zhang Yanyan Yang Wei Chu Dapeng Liu Song Xu Hengxin Lu Weixing Pu Lu Wang Na Zhou Wenjing Li Qiao Tan Zeren Zhima Retrospective Study on Seismic Ionospheric Anomalies Based on Five-Year Observations from CSES. 4426 2024 16 Remote. Sens. 23 https://doi.org/10.3390/rs16234426 db/journals/remotesensing/remotesensing16.html#YanHLWZYCLXLPWZLTZ24 streams/journals/remotesensing

Xiaolei Li Hao Lin 0003 Jinze Du Yanyan Yang Computer vision-based driver fatigue detection framework with personalization threshold and multi-feature fusion. 505-514 2024 February 18 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-023-02733-6 db/journals/sivp/sivp18.html#LiLDY24

Wei Li Yanyan Yang Ming Chai Jinke Shi Hongjie Liu Jidong Lv Haoxiang Su Monocular Ranging Based on Camera Pose in Visual Train Positioning. 2244-2249 2024 SMC https://doi.org/10.1109/SMC54092.2024.10831914 conf/smc/2024 db/conf/smc/smc2024.html#LiYCSLLS24

Yanyan Yang Lili Wang Xiaoya Zhai Kai Chen Wenming Wu 0001 Yunkai Zhao Ligang Liu 0001 Xiao-Ming Fu 0001 Guided Diffusion for Fast Inverse Design of Density-based Mechanical Metamaterials. 2024 abs/2401.13570 CoRR https://doi.org/10.48550/arXiv.2401.13570 db/journals/corr/corr2401.html#abs-2401-13570

Chi Cui Haiping Du Zhijuan Jia Xiaofei Zhang Yuchu He Yanyan Yang Data Poisoning Attacks With Hybrid Particle Swarm Optimization Algorithms Against Federated Learning in Connected and Autonomous Vehicles. 136361-136369 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3337638 db/journals/access/access11.html#CuiDJZHY23

Yanyan Yang Zhonghua Liu Weihua Ou Wenpeng Lu Yong Liu Ruijuan Zheng Blind super-resolution model based on unsupervised degenerate indication learning. 108958 2023 November 111 Comput. Electr. Eng. Part B https://doi.org/10.1016/j.compeleceng.2023.108958 db/journals/cee/cee111.html#YangLOLLZ23

Yanyan Yang Zeren Zhima Xuhui Shen Bin Zhou Jie Wang Werner Magnes Andreas Pollinger Hengxin Lu Feng Guo Roland Lammegger Na Zhou Yuanqing Miao Qiao Tan Wenjing Li An Improved In-Flight Calibration Scheme for CSES Magnetic Field Data. 4578 2023 September 15 Remote. Sens. 18 https://doi.org/10.3390/rs15184578 https://www.wikidata.org/entity/Q133848550 db/journals/remotesensing/remotesensing15.html#YangZSZWMPLGLZMTL23

Xiaoxuan Guo Zhenyan Ji Qibo Feng Huihui Wang 0001 Yanyan Yang Zhao Li 0007 URS: A Light-Weight Segmentation Model for Train Wheelset Monitoring. 7707-7716 2023 24 IEEE Trans. Intell. Transp. Syst. 7 https://doi.org/10.1109/TITS.2022.3186587 db/journals/tits/tits24.html#GuoJFWY023

Zeren Zhima Rui Yan Jian Lin Qiao Wang Yanyan Yang Fangxian Lv Jianping Huang Jing Cui Qinqin Liu Shufan Zhao Zhenxia Zhang Song Xu Dapeng Liu Wei Chu Keying Zhu Xiaoying Sun Hengxin Lu Feng Guo Qiao Tan Na Zhou Dehe Yang He Huang Jie Wang Xuhui Shen The Possible Seismo-Ionospheric Perturbations Recorded by the China-Seismo-Electromagnetic Satellite. 905 2022 14 Remote. Sens. 4 https://doi.org/10.3390/rs14040905 db/journals/remotesensing/remotesensing14.html#Zhi-MaYLWYLHCLZ22

Yuchu He Zhijuan Jia Mingsheng Hu Chi Cui Yage Cheng Yanyan Yang The Hybrid Similar Neighborhood Robust Factorization Machine Model for Can Bus Intrusion Detection in the In-Vehicle Network. 16833-16841 2022 23 IEEE Trans. Intell. Transp. Syst. 9 https://doi.org/10.1109/TITS.2021.3113638 https://www.wikidata.org/entity/Q114084241 db/journals/tits/tits23.html#HeJHCCY22

Jiahao Li 0004 Quan Wang 0002 Zhendong Mao 0001 Junbo Guo Yanyan Yang Yongdong Zhang 0001 Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity. 4275-4286 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.287 https://aclanthology.org/2022.emnlp-main.287 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#LiWMGY022 Deyan Kong Zhenyan Ji Yanjuan Sang Wei Dong Yanyan Yang UA-HGAT: Uncertainty-aware Heterogeneous Graph Attention Network for Short Text Classification. 495-500 2022 iThings/GreenCom/CPSCom/SmartData/Cybermatics https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00101 conf/ithings/2022 db/conf/ithings/ithings2022.html#KongJSDY22

Jiahao Li 0004 Quan Wang 0002 Zhendong Mao 0001 Junbo Guo Yanyan Yang Yongdong Zhang 0001 Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity. 2022 abs/2210.10996 CoRR https://doi.org/10.48550/arXiv.2210.10996 db/journals/corr/corr2210.html#abs-2210-10996

Xuebin Wang Zeyu Li Wentao Huang Meiqi Wang Jinqiao Shi Yanyan Yang Towards Comprehensive Analysis of Tor Hidden Service Access Behavior Identification Under Obfs4 Scenario. 205-210 2021 ICEA https://doi.org/10.1145/3491396.3506532 https://www.wikidata.org/entity/Q130860421 conf/icea/2021 db/conf/icea/icea2021.html#WangLHWSY21 Yue Gao 0003 Jinqiao Shi Xuebin Wang Ruisheng Shi Zelin Yin Yanyan Yang Practical Deanonymization Attack in Ethereum Based on P2P Network Analysis. 1402-1409 2021 ISPA/BDCloud/SocialCom/SustainCom https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom52081.2021.00191 conf/ispa/2021 db/conf/ispa/ispa2021.html#0003SWSYY21 Yanyan Yang Mingsheng Hu Yage Cheng Xinxin Liu Wei Ma Keyword Searchable Encryption Scheme based on Blockchain in Cloud Environment. 29-32 2020 SmartBlock https://doi.org/10.1109/SmartBlock52591.2020.00013 conf/smartblock/2020 db/conf/smartblock/smartblock2020.html#YangHCLM20 Yanfang Lei Zhijuan Jia Yanyan Yang Yage Cheng Junjun Fu A Cloud Data Access Authorization Update Scheme Based on Blockchain. 33-38 2020 SmartBlock https://doi.org/10.1109/SmartBlock52591.2020.00014 conf/smartblock/2020 db/conf/smartblock/smartblock2020.html#LeiJYCF20 Xinxin Liu Minghui Zhang Yuanpan Zheng Yanyan Yang A linkable Ring Signature Electronic Cash Scheme Based on Blockchain. 163-166 2020 SmartBlock https://doi.org/10.1109/SmartBlock52591.2020.00037 conf/smartblock/2020 db/conf/smartblock/smartblock2020.html#LiuZZY20

Chenglin Ma Yanyan Yang Lihai Wang Chu Chu Chao Ma Lihua An Research on distribution route with time window and on-board constraint based on tabu search algorithm. 25 2019 2019 EURASIP J. Wirel. Commun. Netw. https://doi.org/10.1186/s13638-019-1348-x https://www.wikidata.org/entity/Q128472273 db/journals/ejwcn/ejwcn2019.html#MaYWCMA19

Xinxin Liu Yanyan Yang Erfeng Xu Zhijuan Jia An Authentication Scheme in VANETs Based on Group Signature. 346-355 2019 ICIC (1) https://doi.org/10.1007/978-3-030-26763-6_34 conf/icic/2019-1 db/conf/icic/icic2019-1.html#LiuYXJ19

Guiyue Kou Xinghu Li Yan Wang Mouyou Lin Yuping Zeng Xiaopin Yang Yanyan Yang Zhimei Gan CFD Simulation of Airflow Dynamics During Cough Based on CT-Scanned Respiratory Airway Geometries. 595 2018 10 Symmetry 11 https://doi.org/10.3390/sym10110595 https://www.wikidata.org/entity/Q128997500 db/journals/symmetry/symmetry10.html#KouLWLZYYG18

Yanyan Yang Shenle Pan Eric Ballot Innovative vendor-managed inventory strategy exploiting interconnected logistics services in the Physical Internet. 2685-2702 2017 55 Int. J. Prod. Res. 9 https://doi.org/10.1080/00207543.2016.1275871 db/journals/ijpr/ijpr55.html#YangPB17

Yanyan Yang Shenle Pan Eric Ballot Mitigating supply chain disruptions through interconnected logistics services in the Physical Internet. 3970-3983 2017 55 Int. J. Prod. Res. 14 https://doi.org/10.1080/00207543.2016.1223379 db/journals/ijpr/ijpr55.html#YangPB17a

Bayi Cheng Yanyan Yang Xiaoxuan Hu Supply chain scheduling with batching, production and distribution. 251-262 2016 29 Int. J. Comput. Integr. Manuf. 3 https://doi.org/10.1080/0951192X.2015.1032354 db/journals/ijcim/ijcim29.html#ChengYH16

Shenle Pan Michele Nigrelli Eric Ballot Rochdi Sarraj Yanyan Yang Perspectives of inventory control models in the Physical Internet: A simulation study. 122-132 2015 84 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2014.11.027 db/journals/candie/candie84.html#PanNBSY15

Nacima Labadie Christian Prins Yanyan Yang Iterated Local Search for a Vehicle Routing Problem with Synchronization Constraints. 257-263 2014 ICORES https://doi.org/10.5220/0004837502570263 conf/icores/2014 db/conf/icores/icores2014.html#LabadiePY14 Yanyan Yang Jiande Sun 0001 Wenbo Wan Hui Yuan 0001 Contourlet transform based digital watermarking resisting 2D-3D conversion. 1-4 2013 3DTV-Conference https://doi.org/10.1109/3DTV.2013.6676653 conf/3dtv/2013 db/conf/3dtv/3dtv2013.html#YangSWY13 Qian Wu Yanyan Yang On a New-Member-Joining-Protocol Design Using Bivariate Polynomials Based DKG Algorithms. 387-394 2013 BICS https://doi.org/10.1007/978-3-642-38786-9_43 conf/bics/2013 db/conf/bics/bics2013.html#WuY13

Yanyan Yang Yunhuai Liu Lionel M. Ni Level the buffer wall: Fair channel assignment in wireless sensor networks. 1370-1379 2010 33 Comput. Commun. 12 https://doi.org/10.1016/j.comcom.2010.04.027 db/journals/comcom/comcom33.html#YangLN10

Dian Zhang 0001 Yanyan Yang Dachao Cheng Siyuan Liu 0001 Lionel M. Ni COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization. 1-5 2010 ICC https://doi.org/10.1109/ICC.2010.5502137 conf/icc/2010 db/conf/icc/icc2010.html#ZhangYCLN10 Yanyan Yang Yunhuai Liu Qian Zhang 0001 Lionel M. Ni Cooperative Boundary Detection for Spectrum Sensing Using Dedicated Wireless Sensor Networks. 1298-1306 2010 INFOCOM https://doi.org/10.1109/INFCOM.2010.5461914 conf/infocom/2010 db/conf/infocom/infocom2010.html#YangLZN10

Alan Dearle Graham N. C. Kirby Ronald Morrison Andrew J. McCarthy Kevin Mullen Yanyan Yang Richard Connor 0001 Paula Welen Andy Wilson Architectural Support for Global Smart Spaces http://arxiv.org/abs/1006.4827 2010 CoRR abs/1006.4827 db/journals/corr/corr1006.html#abs-1006-4827

Graham N. C. Kirby Alan Dearle Andrew J. McCarthy Ronald Morrison Kevin Mullen Yanyan Yang Richard Connor 0001 Paula Welen Andy Wilson First Smart Spaces http://arxiv.org/abs/1007.0107 2010 CoRR abs/1007.0107 db/journals/corr/corr1007.html#abs-1007-0107

Yanyan Yang Yunhuai Liu Lionel M. Ni Level the Buffer Wall: Fair Channel Assignment in Wireless Sensor Networks. 208-216 2009 MASS https://doi.org/10.1109/MOBHOC.2009.5336994 https://doi.ieeecomputersociety.org/10.1109/MOBHOC.2009.5336994 conf/mass/2009 db/conf/mass/mass2009.html#YangLN09 Yanyan Yang Charles U. Martel Shyhtsun Felix Wu CLID: A general approach to validate security policies in a dynamic network. 1-10 2007 conf/im/2007 Integrated Network Management https://doi.org/10.1109/INM.2007.374764 db/conf/im/im2007.html#YangMW07

Yanyan Yang Charles U. Martel Zhi (Judy) Fu Shyhtsun Felix Wu IPsec/VPN security policy correctness and assurance. 275-289 2006 15 J. High Speed Networks 3 http://content.iospress.com/articles/journal-of-high-speed-networks/jhs291 db/journals/jhsn/jhsn15.html#YangMFW06

Yanyan Yang Omer F. Rana David W. Walker Roy Williams Christos Georgousopoulos Massimo Cafaro Giovanni Aloisio An agent infrastructure for on-demand processing of remote-sensing archives. 120-132 2005 5 Int. J. Digit. Libr. 2 https://doi.org/10.1007/s00799-003-0054-8 https://www.wikidata.org/entity/Q58041652 db/journals/jodl/jodl5.html#YangRWWGCA05

Zhonghua Yang Yanyan Yang Yaolin Gu Robert K. L. Gay Integrated-Services Architecture for Building Internet Multimedia Applications. 1549-1554 2005 books/idea/Ency05 Encyclopedia of Information Science and Technology (III) db/books/collections/encyclopedia2005.html#YangYGG05 http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=14472 Zhonghua Yang Yanyan Yang Yaolin Gu Robert K. L. Gay Isochronus Distributed Multimedia Synchronization. 1679-1684 2005 books/idea/Ency05 Encyclopedia of Information Science and Technology (III) db/books/collections/encyclopedia2005.html#YangYGG05a http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=14495 Yao-Min Chen Yanyan Yang Policy management for network-based intrusion detection and prevention. 219-232 2004 NOMS (2) conf/noms/2004 db/conf/noms/noms2004.html#ChenY04 Yanyan Yang Charles U. Martel Shyhtsun Felix Wu On building the minimum number of tunnels: an ordered-split approach to manage IPSec/VPN policies. 277-290 2004 NOMS (1) https://doi.org/10.1109/NOMS.2004.1317665 conf/noms/2004 db/conf/noms/noms2004.html#YangMW04 Yanyan Yang Zhi (Judy) Fu Shyhtsun Felix Wu BANDS: An Inter-domain Internet Security Policy Management System for IPSec/VPN. 231-244 2003 conf/im/2003 Integrated Network Management db/conf/im/im2003.html#YangFW03 Alan Dearle Graham N. C. Kirby Ronald Morrison Andrew J. McCarthy Kevin Mullen Yanyan Yang Richard Connor 0001 Paula Welen Andy Wilson Architectural Support for Global Smart Spaces. 153-164 2003 conf/mdm/2003 Mobile Data Management https://doi.org/10.1007/3-540-36389-0_11 db/conf/mdm/mdm2003.html#DearleKMMMYCWW03

Yanyan Yang Omer F. Rana David W. Walker Christos Georgousopoulos Giovanni Aloisio Roy Williams Agent based data management in digital libraries. 773-792 2002 28 Parallel Comput. 5 db/journals/pc/pc28.html#YangRWGAW02 https://doi.org/10.1016/S0167-8191(02)00099-6

Zhonghua Yang Chengzheng Sun Yuan Miao 0001 Abdul Sattar 0001 Yanyan Yang Guaranteed Mutually Consistent Checkpointing in Distributed Computations. 153-166 2000 11 Int. J. Found. Comput. Sci. 1 db/journals/ijfcs/ijfcs11.html#YangSMSY00 https://doi.org/10.1142/S0129054100000089

Yanyan Yang Omer F. Rana Christos Georgousopoulos David W. Walker Roy Williams Mobile Agents and the SARA Digital Library. 71-77 2000 conf/adl/2000 ADL https://doi.org/10.1109/ADL.2000.848371 https://doi.ieeecomputersociety.org/10.1109/ADL.2000.848371 db/conf/adl/adl2000.html#YangRGWW00 Zhonghua Yang Chengzheng Sun Abdul Sattar 0001 Yanyan Yang A New Look At Multimedia Synchronization in Distributed Environments. 322-327 1999 conf/ispan/1999 ISPAN https://doi.org/10.1109/ISPAN.1999.778959 https://doi.ieeecomputersociety.org/10.1109/ISPAN.1999.778959 db/conf/ispan/ispan1999.html#YangSSY99 Zhonghua Yang Chengzheng Sun Abdul Sattar 0001 Yanyan Yang Guaranteed Mutually Consistent Checkpointing in Distributed Computations. 157-168 1998 conf/asian/1998 ASIAN https://doi.org/10.1007/3-540-49366-2_13 db/conf/asian/asian98.html#YangSSY98 Giovanni Aloisio Lihua An Eric Ballot Massimo Cafaro Ming Chai Kai Chen Yao-Min Chen Bayi Cheng Dachao Cheng Yage Cheng Chu Chu Wei Chu Richard Connor 0001 Chi Cui Jing Cui Alan Dearle Wei Dong Haiping Du Jinze Du Qibo Feng Junjun Fu Xiao-Ming Fu 0001 Zhi (Judy) Fu Zhimei Gan Yue Gao 0003 Robert K. L. Gay Christos Georgousopoulos Yaolin Gu Feng Guo Junbo Guo Xiaoxuan Guo Menghao Han Yuchu He Meiyin Hu Mingsheng Hu Xiaoxuan Hu He Huang Jianping Huang Wentao Huang Zhenyan Ji Zhijuan Jia Zhuohang Jiang Graham N. C. Kirby Deyan Kong Guiyue Kou Nacima Labadie Roland Lammegger Yanfang Lei Jiahao Li 0004 Wei Li Wenjing Li Xiaolei Li Xinghu Li Zeyu Li Zhao Li 0007 Hao Lin 0003 Jian Lin Mouyou Lin Dapeng Liu Hongjie Liu Jiqiang Liu Jirui Liu Ligang Liu 0001 Qinqin Liu Siyuan Liu 0001 Xinxin Liu Yong Liu Yunhuai Liu Zhonghua Liu Hengxin Lu Wenpeng Lu Ning Luo Fangxian Lv Jidong Lv Chao Ma Chenglin Ma Wei Ma Werner Magnes Zhendong Mao 0001 Chip MartelCharles U. Martel Andrew J. McCarthy Yuan Miao 0001 Yuanqing Miao Ronald Morrison Kevin Mullen Lionel M. Ni Michele Nigrelli Weihua Ou Shenle Pan Andreas Pollinger Christian Prins Weixing Pu Omer F. Rana Yanjuan Sang Rochdi Sarraj Abdul Sattar 0001 Xuhui Shen Jinke Shi Jinqiao Shi Ruisheng Shi Haoxiang Su Chengzheng Sun Jiande Sun 0001 Xiaoying Sun Qiao Tan David W. Walker Huan Wan Wenbo Wan Huihui Wang 0001 Jie Wang Lihai Wang Lili Wang Lu Wang Meiqi Wang Qiao Wang Quan Wang 0002 Xuebin Wang Yan Wang Xin Wei Paula Welen Roy Williams Andy Wilson Qian Wu Shyhtsun Felix Wu Wenming Wu 0001 Erfeng Xu Song Xu Rui Yan Dehe Yang Xiaopin Yang Zhonghua Yang Shen Yin Zelin Yin Hui Yuan 0001 Yuping Zeng Zhima ZerenZeren Zhima Xiaoya Zhai Dian Zhang 0001 Minghui Zhang Qian Zhang 0001 Xiaofei Zhang Yongdong Zhang 0001 Zhenxia Zhang Shufan Zhao Yunkai Zhao Ruijuan Zheng Yuanpan Zheng Bin Zhou Na Zhou Guiping Zhu Keying Zhu