A review of deep learning based anomaly detection.

Qianqian Yu

Yaxin Shi Guang Yang Xiao Wang Qianqian Yu Ying Feng Ang Liu A review of deep learning based anomaly detection. 132383 2026 668 Neurocomputing https://doi.org/10.1016/j.neucom.2025.132383 db/journals/ijon/ijon668.html#ShiYWYFL26 streams/journals/ijon

Mengting Zhang Yang Li Zhixiong Zhang Yajiao Wang Qianqian Yu Liangping Ding Named entity recognition for chinese scientific literature based on adversarial training and dual-masked global pointer. 2025 11 Complex Intell. Syst. 10 https://doi.org/10.1007/s40747-025-02041-1 db/journals/comintsys/comintsys11.html#ZhangLZWYD25 streams/journals/comintsys

Qinya Xu Qianqian Yu Li Qian Analysis and Evaluation of Open Source Scientific Entity Datasets. 667-691 2025 7 Data Intell. 3 https://doi.org/10.3724/2096-7004.di.2024.0009 db/journals/dint/dint7.html#XuYQ25

Yingpin Chen Yuan Liao Yuxi He Xianhui He Qianqian Yu Ting Chen Jianhua Song Hualin Zhang Non-local similar block matching and hybrid low-rank tensor network for colour image inpainting. 105169 2025 162 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2025.105169 db/journals/dsp/dsp162.html#ChenLHHYCSZ25 streams/journals/dsp

Youjing Luo Qianqian Yu Shuyi Wu Yue-jia Luo Distinct neural bases of visual art- and music-induced aesthetic experiences. 120962 2025 305 NeuroImage https://doi.org/10.1016/j.neuroimage.2024.120962 db/journals/neuroimage/neuroimage305.html#LuoYWL25 streams/journals/neuroimage

Qianqian Yu Chen Yang 0021 Guangming Dai Lei Peng 0001 Non-probabilistic set-based selection strategy for multi-objective optimization with interval uncertainties. 102153 2025 98 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2025.102153 db/journals/swevo/swevo98.html#YuYDP25 streams/journals/swevo

Qianqian Yu Guang Yang Xiao Wang Yaxin Shi Ying Feng Ang Liu A review of time series forecasting and spatio-temporal series forecasting in deep learning. 1160 2025 July 81 J. Supercomput. 10 https://doi.org/10.1007/s11227-025-07632-w db/journals/tjs/tjs81.html#YuYWSFL25 streams/journals/tjs

Baohong Li Hao Zhang Ashraf Uz Zaman Robin Qianqian Yu Automatic identification of breech face impressions based on deep local features. 102822 2024 85 Displays https://doi.org/10.1016/j.displa.2024.102822 db/journals/displays/displays85.html#LiZRY24 streams/journals/displays

Peng Wu 0017 Gongye Yu Qianqian Yu Pengqi Wang Yongming Han Bo Ma 0007 An adaptive few-shot fault diagnosis method based on virtual samples generated by fault characteristics of rotating machines. 109017 2024 136 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.109017 db/journals/eaai/eaai136.html#WuYYWHM24 streams/journals/eaai

Muzi Xu Qianqian Yu Shichao Chen Jianhui Lin Rolling Bearing Fault Diagnosis Based on CNN-LSTM with FFT and SVD. 399 2024 July 15 Inf. 7 https://doi.org/10.3390/info15070399 db/journals/information/information15.html#XuYCL24 streams/journals/information

Zhuoming Yuan Lei Peng 0001 Guangming Dai Maocai Wang Jian Li Wanbing Zhang Qianqian Yu An improved multi-operator differential evolution with two-phase migration strategy for numerical optimization. 120548 2024 669 Inf. Sci. https://doi.org/10.1016/j.ins.2024.120548 db/journals/isci/isci669.html#YuanPDWLZY24

Qianqian Yu Chen Yang 0021 Guangming Dai Lei Peng 0001 Jian Li A novel penalty function-based interval constrained multi-objective optimization algorithm for uncertain problems. 101584 2024 88 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2024.101584 db/journals/swevo/swevo88.html#YuYDPL24 streams/journals/swevo

Qianqian Yu Yan-Kai Fu Jiawei Zhang Xiang Huang Managing risks in main equipment projects for 5G construction: a case study based on techno-environment-economic-planning indicator framework. 6821-6832 2024 November 30 Wirel. Networks 8 https://doi.org/10.1007/s11276-023-03511-5 db/journals/winet/winet30.html#YuFZH24 streams/journals/winet

Qianqian Yu Jing Lei Yudi Wang Internet Satellite Information Classification Model Based on Contrastive Learning and Text Quality Awareness. 656-659 2024 IoTAAI https://doi.org/10.1109/IoTAAI62601.2024.10692339 conf/iotaai/2024 db/conf/iotaai/iotaai2024.html#YuLW24

Yuanyang Bao Qianqian Yu Integrating k-means clustering algorithm for the symbiotic relationship of aesthetic community spatial science. 2023 32 J. Intell. Syst. 1 https://doi.org/10.1515/jisys-2023-0136 db/journals/jois/jois32.html#BaoY23

Qianqian Yu Chen Yang 0021 Guangming Dai Lei Peng 0001 Xiaoyu Chen 0002 Synchronous Wireless Sensor and Sink Placement Method Using Dual-Population Co-evolutionary Constrained Multiobjective Optimization Algorithm. 7561-7571 2023 June 19 IEEE Trans. Ind. Informatics 6 https://doi.org/10.1109/TII.2022.3211853 db/journals/tii/tii19.html#YuYDPC23

Qianqian Yu Keqi Fan Yuhui Zheng Domain Adaptive Transformer Tracking Under Occlusions. 1452-1461 2023 25 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2023.3234372 db/journals/tmm/tmm25.html#YuFZ23

Ather Sharif Aneesha Ramesh Qianqian Yu Trung-Anh Nguyen Xuhai Xu UnlockedMaps: A Web-Based Map for Visualizing the Real-Time Accessibility of Urban Rail Transit Stations. 5-17 2023 W4A https://doi.org/10.1145/3587281.3587283 https://www.wikidata.org/entity/Q130824086 conf/w4a/2023 db/conf/w4a/w4a2023.html#SharifRYNX23 Ather Sharif Aneesha Ramesh Qianqian Yu Trung-Anh Nguyen Xuhai Xu UnlockedMaps: A Web-Based Map for Visualizing the Real-Time Accessibility of Urban Rail Transit Stations. 166-167 2023 W4A https://doi.org/10.1145/3587281.3587960 conf/w4a/2023 db/conf/w4a/w4a2023.html#SharifRYNX23a Qianqian Yu Zhangjin Huang Naijie Gu Pseudocode to Code Based on Adaptive Global and Local Information. 61-72 2023 SANER https://doi.org/10.1109/SANER56733.2023.00016 conf/wcre/2023 db/conf/wcre/saner2023.html#YuHG23

Xiaonan Li Yanpo Yang Huangjian Yi Qianqian Yu Conflict analysis based on three-way decision for trapezoidal fuzzy information systems. 929-945 2022 13 Int. J. Mach. Learn. Cybern. 4 https://doi.org/10.1007/s13042-021-01427-0 db/journals/mlc/mlc13.html#LiYYY22

Pin Chen Naijie Gu Daxing Liu Qianqian Yu A Game Theory Perspective on TCP Congestion Control Evaluation. 189-193 2022 NaNA https://doi.org/10.1109/NaNA56854.2022.00039 conf/nana/2022 db/conf/nana/nana2022.html#ChenGLY22 Qianqian Yu Jianyong Zhang Li Qian Zhipeng Dong Yongwen Huang Jianhua Liu Practice of Constructing Name Authority Database Based on Multi-Source Data Integration. 398-399 2019 JCDL https://doi.org/10.1109/JCDL.2019.00088 conf/jcdl/2019 db/conf/jcdl/jcdl2019.html#YuZQDHL19 Jinyu Gu 0001 Qianqian Yu Xiayang Wang Zhaoguo Wang Binyu Zang Haibing Guan Haibo Chen 0001 Pisces: A Scalable and Efficient Persistent Transactional Memory. 913-928 2019 USENIX ATC https://www.usenix.org/conference/atc19/presentation/gu conf/usenix/2019 db/conf/usenix/usenix2019.html#GuYWWZGC19 Mingkai Dong 0002 Qianqian Yu Xiaozhou Zhou Yang Hong 0007 Haibo Chen 0001 Binyu Zang Rethinking Benchmarking for NVM-based File Systems. 20:1-20:7 2016 APSys https://doi.org/10.1145/2967360.2967379 conf/apsys/2016 db/conf/apsys/apsys2016.html#DongYZHCZ16

Xiaoming Wu Xin Zhang Juanjuan Bai Yulin Hua Liwen Xin Qianqian Yu Shougen Yin Utilization of a composite hole transporting layer and novel homogeneous double emitting layers for performance improvement and low efficiency roll-off in organic light-emitting diodes. 62-67 2015 38 Displays https://doi.org/10.1016/j.displa.2015.03.004 db/journals/displays/displays38.html#WuZBHXYY15

Juanjuan Bai Yuanyang Bao Haibo Chen 0001 Pin Chen Shichao Chen Ting Chen Xiaoyu Chen 0002 Yingpin Chen Guangming Dai Liangping Ding Mingkai Dong 0002 Zhipeng Dong Keqi Fan Ying Feng Yan-Kai Fu Jinyu Gu 0001 Naijie Gu Haibing Guan Yongming Han Xianhui He Yuxi He Yang Hong 0007 Yulin Hua Xiang Huang Yongwen Huang Zhangjin Huang Jing Lei Baohong Li Jian Li Xiaonan Li Yang Li Yuan Liao Jianhui Lin Ang Liu Daxing Liu Jianhua Liu Youjing Luo Yue-jia Luo Bo Ma 0007 Trung-Anh Nguyen Lei Peng 0001 Li Qian Aneesha Ramesh Ashraf Uz Zaman Robin Ather Sharif Yaxin Shi Jianhua Song Maocai Wang Pengqi Wang Xiao Wang Xiayang Wang Yajiao Wang Yudi Wang Zhaoguo Wang Peng Wu 0017 Shuyi Wu Xiao-Ming WuXiaoming Wu Liwen Xin Muzi Xu Qinya Xu Xuhai Xu Chen Yang 0021 Guang Yang Yanpo Yang Huangjian Yi Shougen Yin Gongye Yu Zhuoming Yuan Binyu Zang Hao Zhang Hualin Zhang Jianyong Zhang Jiawei Zhang Mengting Zhang Wanbing Zhang Xin Zhang Zhixiong Zhang Yuhui Zheng Xiaozhou Zhou