Decoupled GNNs based on multi-view contrastive learning for scRNA-seq data clustering.

Min Xia Min Xia 0001 Lancaster University, Department of Engineering, UK https://www.lancaster.ac.uk/engineering/about/people/min-xia https://scholar.google.com/citations?user=jXnR7KkAAAAJ https://www.linkedin.com/in/min-xia-2a93a870 https://orcid.org/0000-0001-8057-9654 https://www.wikidata.org/entity/Q89850459 Min Xia 0002 Nanjing University of Information Science and Technology, Jiangsu Key Laboratory of Big Data Analysis Technology, Nanjing, China Donghua University, College of Information Science and Technology, Shanghai, China https://webs.nuist.edu.cn/_s58/2018/0823/c3088a111452/page.psp https://orcid.org/0000-0003-4681-9129 Min Xia 0003 Northwestern Polytechnical University, Yangtze River Delta Research Institute, Taicang, China Min Xia 0004 Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China https://ieeexplore.ieee.org/author/37979749800 Min Xia 0005 Southwest University of Science and Technology, School of Computer Science and Technology, Laboratory for Brain Science and Medical Artificial Intelligence, China https://orcid.org/0009-0009-1352-2813

Xiaoyan Yu Yixuan Ren Min Xia Zhenqiu Shu Liehuang Zhu Decoupled GNNs based on multi-view contrastive learning for scRNA-seq data clustering. 2025 May 26 Briefings Bioinform. 3 https://doi.org/10.1093/bib/bbaf198 db/journals/bib/bib26.html#YuRXSZ25 streams/journals/bib

Yifan Wu 0019 Min Xia A dual-objective contrastive learning approach with dynamic self-adaption for zero-shot fault diagnosis. 111660 2025 159 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111660 db/journals/eaai/eaai159.html#WuX25a streams/journals/eaai

Min Xia Qianqiang Li Yang Yang Yiang Yang Overseas R&D investment and enterprise digital transformation. 123-143 2025 97 Int. J. Technol. Manag. 2/3 https://doi.org/10.1504/IJTM.2025.143586 db/journals/ijtm/ijtm97.html#XiaLYY25 streams/journals/ijtm

Dandan Zhao 0002 Jiajun Chen Hongpeng Yin Li Cai Min Xia A Novel Semi-Supervised Fault Diagnosis Method for Unbalanced Data. 7599-7609 2025 March 12 IEEE Internet Things J. 6 https://doi.org/10.1109/JIOT.2024.3496893 db/journals/iotj/iotj12.html#ZhaoCYCX25 streams/journals/iotj

Yuejian Chen Zihan Li Yuan Jiang Chunsheng Yang Min Xia Ke Feng 0004 Enhanced Sparse LPV-ARMA Model With Ensemble Basis Functions for Mechatronic Transmission Fault Detection Under Variable Speed Conditions. 17223-17232 2025 June 12 IEEE Internet Things J. 11 https://doi.org/10.1109/JIOT.2025.3535580 db/journals/iotj/iotj12.html#ChenLJYXF25 streams/journals/iotj

Zhenqiu Shu Min Xia Kaiwen Tan Zhengtao Yu 0001 Xiaojun Wu 0001 sigRGCN: A Robust Residual Graph Convolutional Network for scRNA-Seq Data Clustering. 271-284 2025 22 IEEE Trans. Comput. Biol. Bioinform. 1 https://doi.org/10.1109/tcbbio.2024.3515053 db/journals/tcbb/tcbb22.html#ShuXTYW25 streams/journals/tcbb

Min Xia Qinghan Long Zhenqiu Shu Hongbin Wang 0002 Zhengtao Yu 0001 scSAG$^{2}$E: Sparse Autoencoders With Gene Graph Embedding for scRNA-Seq Data Clustering. 2786-2800 2025 22 IEEE Trans. Comput. Biol. Bioinform. 6 https://doi.org/10.1109/tcbbio.2025.3600651 db/journals/tcbb/tcbb22.html#XiaLSWY25 streams/journals/tcbb

Geonsun Lee Min Xia Nels Numan Xun Qian David Li 0001 Yanhe Chen Achin Kulshrestha Ishan Chatterjee Yinda Zhang 0001 Dinesh Manocha David Kim Ruofei Du Sensible Agent: A Framework for Unobtrusive Interaction with Proactive AR Agents. 119:1-119:22 2025 UIST https://doi.org/10.1145/3746059.3747748 conf/uist/2025 db/conf/uist/uist2025.html#LeeXNQ0CKC0MKD25

Geonsun Lee Min Xia Nels Numan Xun Qian David Li 0001 Yanhe Chen Achin Kulshrestha Ishan Chatterjee Yinda Zhang 0001 Dinesh Manocha David Kim Ruofei Du Sensible Agent: A Framework for Unobtrusive Interaction with Proactive AR Agents. 2025 September abs/2509.09255 CoRR https://doi.org/10.48550/arXiv.2509.09255 db/journals/corr/corr2509.html#abs-2509-09255 streams/journals/corr

David Li 0001 Nels Numan Xun Qian Yanhe Chen Zhongyi Zhou Evgenii Alekseev Geonsun Lee Alex Cooper Min Xia Scott Chung Jeremy Nelson Xiuxiu Yuan Jolica Dias Tim Bettridge Benjamin Hersh Michelle Huynh Konrad Piascik Ricardo Cabello David Kim Ruofei Du XR Blocks: Accelerating Human-centered AI + XR Innovation. 2025 September abs/2509.25504 CoRR https://doi.org/10.48550/arXiv.2509.25504 db/journals/corr/corr2509.html#abs-2509-25504 streams/journals/corr

Zhenqiu Shu Min Xia Kaiwen Tan Yongbing Zhang 0004 Zhengtao Yu 0001 Multi-level multi-view network based on structural contrastive learning for scRNA-seq data clustering. 2024 November 25 Briefings Bioinform. 6 https://doi.org/10.1093/bib/bbae562 db/journals/bib/bib25.html#ShuXTZY24 streams/journals/bib

Gang Zou Min Xia Liudong Zhang Zhen Lei Zhiqiang Peng Jun Liu Intelligent identification of power grid parameters based on dynamic weighting. 108822 2024 135 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.108822 db/journals/eaai/eaai135.html#ZouXZLPL24 streams/journals/eaai

Jia Xu 0014 Min Xia Vagner G. Ferreira Dongmei Wang Chongbin Liu Estimating and Assessing Monthly Water Level Changes of Reservoirs and Lakes in Jiangsu Province Using Sentinel-3 Radar Altimetry Data. 808 2024 March 16 Remote. Sens. 5 https://doi.org/10.3390/rs16050808 db/journals/remotesensing/remotesensing16.html#XuXFWL24

Xingyi Li 0006 Xiang Cheng 0003 Min Xia Qiyu Ren Zhaofeng He 0001 Sen Su Multi-Passage Machine Reading Comprehension Through Multi-Task Learning and Dual Verification. 5280-5293 2024 October 36 IEEE Trans. Knowl. Data Eng. 10 https://doi.org/10.1109/TKDE.2024.3383103 db/journals/tkde/tkde36.html#LiCXRHS24 streams/journals/tkde

Min Xia Zhu Su Weibing Deng Xiumei Feng Benwei Zhang How to quantify an examination? Evidence from physics examinations via complex networks. 2024 abs/2407.13161 CoRR https://doi.org/10.48550/arXiv.2407.13161 db/journals/corr/corr2407.html#abs-2407-13161 streams/journals/corr

Weiheng Lu Jian Li 0062 An Yu 0001 Ming-Ching Chang Shengpeng Ji Min Xia LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval. 2024 abs/2411.14505 CoRR https://doi.org/10.48550/arXiv.2411.14505 db/journals/corr/corr2411.html#abs-2411-14505 streams/journals/corr

Zihan Zhou Ziyi Zeng Wenhao Jiang Yihui Zhu Jiaxin Mao Yonggui Yuan Min Xia Shubin Zhao Mengyu Yao Yunqian Chen Research on the Proximity Relationships of Psychosomatic Disease Knowledge Graph Modules Extracted by Large Language Models. 2024 abs/2412.18419 CoRR https://doi.org/10.48550/arXiv.2412.18419 db/journals/corr/corr2412.html#abs-2412-18419 streams/journals/corr

Honglei Yang Min Xia Advancing Bridge Construction Monitoring: AI-Based Building Information Modeling for Intelligent Structural Damage Recognition. 2023 December 37 Appl. Artif. Intell. 1 https://doi.org/10.1080/08839514.2023.2224995 db/journals/aai/aai37.html#YangX23

Yingying Li Min Xia Qun Ma Rui Zhou Dan Liu Leichang Huang Identifying the Influencing Factors of Cooling Effect of Urban Blue Infrastructure Using the Geodetector Model. 5495 2022 14 Remote. Sens. 21 https://doi.org/10.3390/rs14215495 db/journals/remotesensing/remotesensing14.html#LiXMZLH22

Ming Liu 0018 Yukang Ding Min Xia Xiao Liu 0022 Errui Ding Wangmeng Zuo Shilei Wen STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing. 3673-3682 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Liu_STGAN_A_Unified_Selective_Transfer_Network_for_Arbitrary_Image_Attribute_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00379 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#0018DXLDZW19 Xianwen Yu Xiaoning Zhang Yang Cao Min Xia VAEGAN: A Collaborative Filtering Framework based on Adversarial Variational Autoencoders. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/584 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#YuZCX19 4206-4212

Ming Liu 0018 Yukang Ding Min Xia Xiao Liu 0022 Errui Ding Wangmeng Zuo Shilei Wen STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing. 2019 abs/1904.09709 CoRR http://arxiv.org/abs/1904.09709 db/journals/corr/corr1904.html#abs-1904-09709

Jin Qian Min Xia Xiaodong Yue Parallel knowledge acquisition algorithms for big data using MapReduce. 1007-1021 2018 9 Int. J. Mach. Learn. Cybern. 6 https://doi.org/10.1007/s13042-016-0624-x db/journals/mlc/mlc9.html#QianXY18

Jiawei Wu Min Xia Shaolong Shu Location Tracking of a Single Inhabitant in Smart Home: A Discrete Event System Approach. 615-620 2016 iThings/GreenCom/CPSCom/SmartData https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2016.136 conf/ithings/2016 db/conf/ithings/ithings2016.html#WuXS16 Jem Qian Min Xia Ping Lv Parallel knowledge acquisition algorithm for big data using MapReduce. 316-321 2015 ICMLC https://doi.org/10.1109/ICMLC.2015.7340941 conf/icmlc/2015 db/conf/icmlc/icmlc2015.html#QianXL15 Dianbo Jiang Yahui Yang Min Xia Research on Intrusion Detection Based on an Improved SOM Neural Network. 400-403 2009 IAS https://doi.org/10.1109/IAS.2009.247 https://doi.ieeecomputersociety.org/10.1109/IAS.2009.247 conf/IEEEias/2009 db/conf/IEEEias/IEEEias2009.html#JiangYX09 Yahui Yang Yunfei Chen 0006 Min Xia Juan Ma An Automated Mechanism of Security Test on Network Protocols. 503-506 2009 IAS https://doi.org/10.1109/IAS.2009.224 https://doi.ieeecomputersociety.org/10.1109/IAS.2009.224 conf/IEEEias/2009 db/conf/IEEEias/IEEEias2009.html#YangCXM09 Feng Pan Min Xia Enjian Bai A new hybrid model for time-series prediction. 281-286 2009 IEEE ICCI https://doi.org/10.1109/COGINF.2009.5250728 https://doi.ieeecomputersociety.org/10.1109/COGINF.2009.5250728 conf/IEEEicci/2009 db/conf/IEEEicci/IEEEicci2009.html#PanXB09

Warren F. Perger Min Xia Ken Flurchick Muhammad I. Bhatti Integrating symbolic and numeric techniques in atomic physics. 38-47 2001 3 Comput. Sci. Eng. 1 https://doi.org/10.1109/5992.895186 http://doi.ieeecomputersociety.org/10.1109/5992.895186 https://www.wikidata.org/entity/Q113313745 db/journals/cse/cse3.html#PergerXFB01

Evgenii Alekseev Enjian Bai Tim Bettridge Muhammad I. Bhatti Ricardo Cabello Li Cai Yang Cao Ming-Ching Chang Ishan Chatterjee Jiajun Chen Yanhe Chen Yuejian Chen Yunfei Chen 0006 Yunqian Chen Xiang Cheng 0003 Scott Chung Alex Cooper Weibing Deng Jolica Dias Errui Ding Yukang Ding Ruofei Du Ke Feng 0004 Xiumei Feng Vagner G. Ferreira Ken Flurchick Zhaofeng He 0001 Benjamin Hersh Leichang Huang Michelle Huynh Shengpeng Ji Dianbo Jiang Wenhao Jiang Yuan Jiang David Kim Achin Kulshrestha Geonsun Lee Zhen Lei David Li 0001 Jian Li 0062 Qianqiang Li Xingyi Li 0006 Yingying Li Zihan Li Chongbin Liu Dan Liu Jun Liu Ming Liu 0018 Xiao Liu 0022 Qinghan Long Weiheng Lu Ping Lv Juan Ma Qun Ma Dinesh Manocha Jiaxin Mao Jeremy Nelson Nels Numan Feng Pan Zhiqiang Peng Warren F. Perger Konrad Piascik Jem Qian Jin Qian Xun Qian Qiyu Ren Yixuan Ren Shaolong Shu Zhenqiu Shu Sen Su Zhu Su Kaiwen Tan Dongmei Wang Hongbin Wang 0002 Shilei Wen Jiawei Wu Xiaojun Wu 0001 Yifan Wu 0019 Jia Xu 0014 Chunsheng Yang Honglei Yang Yahui Yang Yang Yang Yiang Yang Mengyu Yao Hongpeng Yin An Yu 0001 Xianwen Yu Xiaoyan Yu Zhengtao Yu 0001 Xiuxiu Yuan Yonggui Yuan Xiaodong Yue Ziyi Zeng Benwei Zhang Liudong Zhang Xiaoning Zhang Yinda Zhang 0001 Yongbing Zhang 0004 Dandan Zhao 0002 Shubin Zhao Rui Zhou Zhongyi Zhou Zihan Zhou Liehuang Zhu Yihui Zhu Gang Zou Wangmeng Zuo