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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]:1 TC[Scopus]:1 | 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  
Deep Active Learning with Noise Stability Conference paper
Li, Xingjian, Yang, Pengkun, Gu, Yangcheng, Zhan, Xueying, Wang, Tianyang, Xu, Min, Xu, Chengzhong. Deep Active Learning with Noise Stability[C], 2024, 13655-13663.
Authors:  Li, Xingjian;  Yang, Pengkun;  Gu, Yangcheng;  Zhan, Xueying;  Wang, Tianyang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2024/05/16
Ml: Active Learning  Ml: Deep Learning Algorithms  
Adaptive vision feature extractions and reinforced learning-assisted evolution for structural condition assessment Journal article
Zhenghao Ding, Yang Yu, Dong Tan, Ka-Veng Yuen. Adaptive vision feature extractions and reinforced learning-assisted evolution for structural condition assessment[J]. Structural and Multidisciplinary Optimization, 2023, 66(9), 209.
Authors:  Zhenghao Ding;  Yang Yu;  Dong Tan;  Ka-Veng Yuen
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.6/4.1 | Submit date：2023/10/10
Adaptive Search Modes  Evolutionary Algorithms  Fast Algorithm  Reinforced Learning  Structural Condition Assessment  
Digital Twin Assisted Task Assignment in Multi-UAV Systems: A Deep Reinforcement Learning Approach Journal article
Tang Xin, Li Xiaohuan, Yu Rong, Wu Yuan, Ye Jin, Tang Fengzhu. Digital Twin Assisted Task Assignment in Multi-UAV Systems: A Deep Reinforcement Learning Approach[J]. IEEE Internet of Things Journal, 2023, 10(17), 15362 - 15375.
Authors:  Tang Xin;  Li Xiaohuan;  Yu Rong;  Wu Yuan;  Ye Jin; et al.
Favorite | TC[WOS]:8 TC[Scopus]:17  IF:8.2/9.0 | Submit date：2023/08/03
Deep Reinforcement Learning  Digital Twin  Energy Consumption  Heuristic Algorithms  Internet Of Things  Multi-uav System  Planning  Real-time Systems  Task Analysis  Task Assignment  Training  
Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System Journal article
Jintao Huang, Chi Man Vong, Guangtai Wang, Wenbin Qian, Yimin Zhou, C. L.Philip Chen. Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(9), 3290-3304.
Authors:  Jintao Huang;  Chi Man Vong;  Guangtai Wang;  Wenbin Qian;  Yimin Zhou; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Broad Learning System  Classification Algorithms  Correlation  Feature Extraction  Graph Regularization  Label Ambiguity  Label Distribution Learning  Label Enhancement  Learning Systems  Task Analysis  Technological Innovation  Training  
Joint Augmented and Compressed Dictionaries for Robust Image Classification Journal article
Shaoning Zeng, Yunbo Rao, Bob Zhang, Yong Xu. Joint Augmented and Compressed Dictionaries for Robust Image Classification[J]. ACM Transactions on Multimedia Computing Communications and Applications, 2023, 19(3), 1–24.
Authors:  Shaoning Zeng;  Yunbo Rao;  Bob Zhang;  Yong Xu
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.9 | Submit date：2023/11/10
Classification And Regression  Inference Algorithms  Supervised Learning  Machine Learning  
UAV Assisted Traffic Offloading in Air Ground Integrated Networks With Mixed User Traffic Journal article
Fan Bo, Jiang Li, Chen Yanyan, Zhang Ye, Wu Yuan. UAV Assisted Traffic Offloading in Air Ground Integrated Networks With Mixed User Traffic[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8), 12601-12611.
Authors:  Fan Bo;  Jiang Li;  Chen Yanyan;  Zhang Ye;  Wu Yuan
Favorite | TC[WOS]:18 TC[Scopus]:21  IF:7.9/8.3 | Submit date：2022/05/13
Air Ground Integrated Networks  Cellular Networks  Deep Learning  Delays  Genetic Algorithms  Intelligent Algorithms.  Load Modeling  Traffic Offloading  Trajectory  Transportation  Unmanned Aerial Vehicles  
UAV Assisted Traffic Offloading in Air Ground Integrated Networks with Mixed User Traffic Journal article
B. Fan, L. Jiang, Y. Chen, Y. Zhang, Yuan Wu. UAV Assisted Traffic Offloading in Air Ground Integrated Networks with Mixed User Traffic[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8), 12601-12611.
Authors:  B. Fan;  L. Jiang;  Y. Chen;  Y. Zhang;  Yuan Wu
Favorite | TC[WOS]:18 TC[Scopus]:21  IF:7.9/8.3 | Submit date：2022/08/18
Unmanned Aerial Vehicles  Trajectory  Genetic Algorithms  Delays  Load Modeling  Cellular Networks  Transportation  Air Ground Integrated Networks  Traffic Offloadng  Deep Learning  Intelligent Algorithms  
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission Journal article
Runshan Xie, Chi-Man Vong, C. L. Philip Chen, Shitong Wang. Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6(6), 1378-1395.
Authors:  Runshan Xie;  Chi-Man Vong;  C. L. Philip Chen;  Shitong Wang
Favorite | TC[WOS]:12 TC[Scopus]:10  IF:5.3/5.7 | Submit date：2022/05/17
Broad Learning System (Bls)  Stacked Structure  Simple Linear Models  Learning Algorithms  Overfitting  Co-adaption  Generalization  
Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey Review article
2022
Authors:  Bian, Jiang;  Arafat, Abdullah Al;  Xiong, Haoyi;  Li, Jing;  Li, Li; et al.
Favorite | TC[WOS]:23 TC[Scopus]:39  IF:8.2/9.0 | Submit date：2022/05/17
Deep Learning  Hardware  Internet Of Things  Internet Of Things  Machine Learning  Machine Learning Algorithms  Real-time Systems  Real-time Systems.  Scheduling  Scheduling Algorithms  Sensors  Task Analysis