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Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis Journal article
Zhang, Tian, Du, Cuifeng, Zhou, Yuyu, Guan, Quanlong, Liu, Zhiquan, Huang, Xiujie, Gong, Zhiguo, Deng, Lianbing, Li, Yang. Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis[J]. IEEE Internet of Things Journal, 2024.
Authors:  Zhang, Tian;  Du, Cuifeng;  Zhou, Yuyu;  Guan, Quanlong;  Liu, Zhiquan; et al.
Favorite | TC[Scopus]:0  IF:8.2/9.0 | Submit date：2025/01/13
Intelligent Vehicle Intrusion Detection  Transformer  Transfer Learning  Spatiotemporal Sequence Features  Self-supervised Box Classification  
Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Class-imbalanced Learning  Data Mining  Node Classification  
Reason-and-Execute Prompting: Enhancing Multi-Modal Large Language Models for Solving Geometry Questions Conference paper
Duan, Xiuliang, Tan, Dating, Fang, Liangda, Zhou, Yuyu, He, Chaobo, Chen, Ziliang, Wu, Lusheng, Chen, Guanliang, Gong, Zhiguo, Luo, Weiqi, Guan, Quanlong. Reason-and-Execute Prompting: Enhancing Multi-Modal Large Language Models for Solving Geometry Questions[C], New York, NY, USA:Association for Computing Machinery, Inc, 2024, 6959-6968.
Authors:  Duan, Xiuliang;  Tan, Dating;  Fang, Liangda;  Zhou, Yuyu;  He, Chaobo; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/12/05
Geometry Questions  Multi-modal Large Language Models  Prompting Method  
Generalized Few-Shot Node Classification With Graph Knowledge Distillation Journal article
Wang, Jialong, Zhou, Mengting, Zhang, Shilong, Gong, Zhiguo. Generalized Few-Shot Node Classification With Graph Knowledge Distillation[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Wang, Jialong;  Zhou, Mengting;  Zhang, Shilong;  Gong, Zhiguo
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.5/4.6 | Submit date：2024/05/16
Few-shot Learning (Fsl)  Graph Neural Networks (Gnns)  Knowledge Distillation  Node Classification  
Generative adversarial networks based motion learning towards robotic calligraphy synthesis Journal article
Xiaoming Wang, Yilong Yang, Weiru Wang, Yuanhua Zhou, Yongfeng Yin, Zhiguo Gong. Generative adversarial networks based motion learning towards robotic calligraphy synthesis[J]. CAAI Transactions on Intelligence Technology, 2024, 9(2), 452-466.
Authors:  Xiaoming Wang;  Yilong Yang;  Weiru Wang;  Yuanhua Zhou;  Yongfeng Yin; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:8.4/6.7 | Submit date：2023/08/03
Calligraphy Synthesis  Generative Adversarial Networks  Motion Learning  Robot Writing  
A Multi-classification Division-aggregation Framework for Fake News Detection Journal article
Zhang, Wen, Fu, Haitao, Wang, Huan, Gong, Zhiguo, Zhou, Pan, Wang, Di. A Multi-classification Division-aggregation Framework for Fake News Detection[J]. IEEE Transactions on Big Data, 2024, 1-11.
Authors:  Zhang, Wen;  Fu, Haitao;  Wang, Huan;  Gong, Zhiguo;  Zhou, Pan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/5.8 | Submit date：2024/05/16
Fake News Detection  Classification-specifical Model  Truth Discovery  Multi-classification Knowledge  
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation Conference paper
Chen, Junyang, Zou, Guoxuan, Zhou, Pan, Yirui, Wu, Chen, Zhenghan, Su, Houcheng, Wang, Huan, Gong, Zhiguo. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation[C], 2024, 8283-8291.
Authors:  Chen, Junyang;  Zou, Guoxuan;  Zhou, Pan;  Yirui, Wu;  Chen, Zhenghan; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2024/05/16
Dmkm: Graph Mining, Social Network Analysis & Community  Dmkm: Anomaly/outlier Detection  Dmkm: Recommender Systems  Ml: Deep Learning Algorithms  Ml: Deep Learning Theory  Ml: Graph-based Machine Learning  Ml: Semi-supervised Learning  Ml: Transparent, Interpretable, Explainable Ml  Ml: Unsupervised & Self-supervised Learning  
Informative Nodes Mining for Class-Imbalanced Representation Learning Journal article
Zhou, Mengting, Gong, Zhiguo. Informative Nodes Mining for Class-Imbalanced Representation Learning[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/05/16
Class Imbalanced Learning  Costs  Graph Neural Network (Gnn)  Graph Neural Networks  Node Classification  Representation Learning  Social Networking (Online)  Task Analysis  Training  Training Data  
Closed-form Robust Adaptive Beamforming for Sparse Diversely Polarized Antenna Array Conference paper
Yue Yaxing, Zhang Zongyu, Zhou Chengwei, Wu Yuan, Xing Fangyuan, Shi Zhiguo. Closed-form Robust Adaptive Beamforming for Sparse Diversely Polarized Antenna Array[C], 2023.
Authors:  Yue Yaxing;  Zhang Zongyu;  Zhou Chengwei;  Wu Yuan;  Xing Fangyuan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Polynomial Rooting  Robust Adaptive Beamforming  Sparse Diversely Polarized Antenna Array  
AI-assisted Action in Edge Computing System: A Joint Latency and Accuracy Oriented Approach Conference paper
Tan Pengcheng, Dai Minghui, Du Zhuohang, Wu Yuan, Qian Liping, Su Zhou, Shi Zhiguo. AI-assisted Action in Edge Computing System: A Joint Latency and Accuracy Oriented Approach[C], 2023.
Authors:  Tan Pengcheng;  Dai Minghui;  Du Zhuohang;  Wu Yuan;  Qian Liping; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Computing Resources Scheduling  Edge Computing  Human Pose Estimation  Task Scheduling