Multiscale Spatio-Temporal Graph Convolutional Network for UAV Anomaly Detection.

Gang Hu 0018 https://orcid.org/0000-0002-5356-0373 Air Force Engineering University, Xi'an, China Gang Hu Gang Hu 0001 Ping An Healthcare Technology, Beijing, China Gang Hu 0002 Xi'an University of Technology, Department of Applied Mathematics, China https://orcid.org/0000-0003-4916-3460 Gang Hu 0003 Yunnan University, China https://orcid.org/0000-0002-7867-8087 https://www.wikidata.org/entity/Q130847106 Gang Hu 0004 Huawei Technologies Company, Ltd., Chengdu, China https://orcid.org/0000-0001-9636-1158 Gang Hu 0005 https://orcid.org/0000-0002-7134-3380 https://www.wikidata.org/entity/Q94562261 Nankai University, Tianjin, China Gang Hu 0006 https://orcid.org/0000-0002-8755-8829 https://www.wikidata.org/entity/Q61145069 Harbin Engineering University, Harbin, China Gang Hu 0007 https://orcid.org/0000-0001-6284-0812 Harbin Institute of Technology Shenzhen, Shenzhen, Guangdong, China Gang Hu 0008 https://orcid.org/0009-0002-9794-7964 Northwestern Polytechnical University, Xi'an, China Gang Hu 0009 https://orcid.org/0009-0008-0160-5892 https://www.wikidata.org/entity/Q130907640 Air Force Engineering University, China Gang Hu 0010 https://orcid.org/0000-0001-5890-772X University of Manchester, Manchester, UK Gang Hu 0011 https://orcid.org/0000-0001-7405-443X SUNY Buffalo State University, Buffalo, NY, USA Gang Hu 0012 https://orcid.org/0000-0003-0738-7490 Xi'an University of Technology, Xi'an, Shaanxi, China Gang Hu 0013 https://orcid.org/0000-0003-3758-1825 Central South University, Changsha, China Gang Hu 0014 https://orcid.org/0009-0009-4900-169X Beijing University of Posts and Telecommunications, Beijing, China Gang Hu 0015 https://orcid.org/0000-0001-6088-4707 Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR, China Gang Hu 0016 https://orcid.org/0000-0001-9204-9140 https://www.wikidata.org/entity/Q91708644 Nankai University, Tianjin, China Gang Hu 0017 https://orcid.org/0009-0001-5043-5649 China Tobacco, Jinrongjie, China Gang Hu 0019 https://orcid.org/0009-0007-6969-3764 Xidian University, Xi'an, China

Gang Hu 0018 Zhongliang Zhou Zheng Dong Shitao Chen Yanan Li Zhengxin Li Multiscale Spatio-Temporal Graph Convolutional Network for UAV Anomaly Detection. 2026 april15 17360-17375 13 IEEE Internet Things J. 8 https://doi.org/10.1109/JIOT.2026.3661961 db/journals/iotj/iotj13.html#HuZDCLL26 streams/journals/iotj

Gang Hu 0018 Zhongliang Zhou Yu Zhao Zheng Dong Zehao Li Yifei Wu Zhengxin Li M2SC2-AD: Multiscale Missing-aware Anomaly Detection framework with scale consistency constraints for sparse multi-sensor. 2026 104948 63 Inf. Process. Manag. 8 https://doi.org/10.1016/j.ipm.2026.104948 db/journals/ipm/ipm63.html#HuZZDLWL26 streams/journals/ipm

Gang Hu 0018 Zhongliang Zhou Zhengxin Li Zheng Dong Jiayong Fang Yu Zhao Chuhan Zhou Multiscale Transformers With Contrastive Learning for UAV Anomaly Detection. 1-15 2025 74 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2025.3571126 db/journals/tim/tim74.html#HuZLDFZZ25 streams/journals/tim

Shi-tao ChenShitao Chen Zheng Dong Jiayong Fang Yanan Li Zehao Li Zhengxin Li Yifei Wu Yu Zhao Chuhan Zhou Zhongliang Zhou