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Team-wise effective communication in multi-agent reinforcement learning Journal article
Yang, Ming, Zhao, Kaiyan, Wang, Yiming, Dong, Renzhi, Du, Yali, Liu, Furui, Zhou, Mingliang, U, Leong Hou. Team-wise effective communication in multi-agent reinforcement learning[J]. Autonomous Agents and Multi-Agent Systems, 2024, 38(2), 36.
Authors:  Yang, Ming;  Zhao, Kaiyan;  Wang, Yiming;  Dong, Renzhi;  Du, Yali; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.0/2.1 | Submit date：2024/08/05
Communication  Competition  Cooperation  Multi-agent System  Reinforcement Learning  
A spatiotemporal and motion information extraction network for action recognition Journal article
Wei Wang, Xianmin Wang, Mingliang Zhou, Xuekai Wei, Jing Li, Xiaojun Ren, Xuemei Zong. A spatiotemporal and motion information extraction network for action recognition[J]. Wireless Networks, 2024, 30, 5389-5405.
Authors:  Wei Wang;  Xianmin Wang;  Mingliang Zhou;  Xuekai Wei;  Jing Li; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.1/2.0 | Submit date：2023/10/27
Action Recognition  Spatiotemporal Information  Motion  Deep Learning  
A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer Journal article
Lang, Shujun, Liu, Xu, Zhou, Mingliang, Luo, Jun, Pu, Huayan, Zhuang, Xu, Wang, Jason, Wei, Xuekai, Zhang, Taiping, Feng, Yong, Shang, Zhaowei. A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer[J]. IEEE Transactions on Broadcasting, 2024, 70(1), 316-324.
Authors:  Lang, Shujun;  Liu, Xu;  Zhou, Mingliang;  Luo, Jun;  Pu, Huayan; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:3.2/3.6 | Submit date：2024/02/22
Conformer  Deep Learning  Distortion  Feature Extraction  Full-reference Image Quality Assessment  Image Quality  Knowledge-driven  Meta-learning  Metalearning  Task Analysis  Visualization  
Elastic Tracking Operation Method for High-speed Railway using Deep Reinforcement Learning Journal article
Zhang,Liqing, U,Leong Hou, Zhou,Mingliang, Yang,Feiyu. Elastic Tracking Operation Method for High-speed Railway using Deep Reinforcement Learning[J]. IEEE Transactions on Consumer Electronics, 2024, 70(1), 3384-3391.
Authors:  Zhang,Liqing;  U,Leong Hou;  Zhou,Mingliang;  Yang,Feiyu
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:4.3/3.9 | Submit date：2023/08/03
Train Operation  Moving Block  Elastic Tracking  Td3  Cuckoo Search  
Vehicular Abandoned Object Detection Based on VANET and Edge AI in Road Scenes Journal article
Wang, Gang, Zhou, Mingliang, Wei, Xuekai, Yang, Guang. Vehicular Abandoned Object Detection Based on VANET and Edge AI in Road Scenes[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(12), 14254-14266.
Authors:  Wang, Gang;  Zhou, Mingliang;  Wei, Xuekai;  Yang, Guang
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:7.9/8.3 | Submit date：2024/01/02
Abandoned Objects  Deduplication Module  Deep Learning  Object Detection  Vanet  
Multilevel Feature Fusion for End-to-End Blind Image Quality Assessment Journal article
Lan,Xuting, Zhou,Mingliang, Xu,Xueyong, Wei,Xuekai, Liao,Xingran, Pu,Huayan, Luo,Jun, Xiang,Tao, Fang,Bin, Shang,Zhaowei. Multilevel Feature Fusion for End-to-End Blind Image Quality Assessment[J]. IEEE Transactions on Broadcasting, 2023, 69(3), 801-811.
Authors:  Lan,Xuting;  Zhou,Mingliang;  Xu,Xueyong;  Wei,Xuekai;  Liao,Xingran; et al.
Favorite | TC[WOS]:15 TC[Scopus]:17  IF:3.2/3.6 | Submit date：2023/08/03
Blind Image Quality Assessment  Deep Learning  Distortion  Feature Extraction  Feature Extraction  Generative Adversarial Networks  Image Quality  Multilevel Feature Fusion  Predictive Models  Semantics  
Linear Model-Based Optimal VVC Intercoding Rate Control Scheme Conference paper
Wei, Xuekai, Zhou, Mingliang, Liao, Xingran. Linear Model-Based Optimal VVC Intercoding Rate Control Scheme[C]:SPRINGER, 2023, 507-517.
Authors:  Wei, Xuekai;  Zhou, Mingliang;  Liao, Xingran
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Convex Optimization  Linear  Optimal  R-d Model  Rate Control  
MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control Journal article
Yang, Ming, Wang, Yiming, Yu, Yang, Zhou, Mingliang, U, Leong Hou. MixLight: Mixed-Agent Cooperative Reinforcement Learning for Traffic Light Control[J]. IEEE Transactions on Industrial Informatics, 2023, 20(2), 2653-2661.
Authors:  Yang, Ming;  Wang, Yiming;  Yu, Yang;  Zhou, Mingliang;  U, Leong Hou
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:11.7/11.4 | Submit date：2023/09/07
Cooperative Systems  Deep Neural Networks  Multiagent Systems  Reinforcement Learning (Rl)  Traffic Light Control  
A deep learning method for predicting the minimum inhibitory concentration of antimicrobial peptides against Escherichia coli using Multi-Branch-CNN and Attention Review article
2023
Authors:  Yan, Jielu;  Zhang, Bob;  Zhou, Mingliang;  Campbell-Valois, François Xavier;  Siu, Shirley W.I.
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:5.0/6.1 | Submit date：2024/01/02
Antimicrobial Peptides  Deep Learning  Drug Discovery  Minimum Inhibitory Concentrations  Regression  
Low-light Image Enhancement via a Frequency-based Model with Structure and Texture Decomposition Journal article
Zhou, Mingliang, Leng, Hongyue, Fang, Bin, Xiang, Tao, Wei, Xuekai, Jia, Weijia. Low-light Image Enhancement via a Frequency-based Model with Structure and Texture Decomposition[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2023, 19(6), 187.
Authors:  Zhou, Mingliang;  Leng, Hongyue;  Fang, Bin;  Xiang, Tao;  Wei, Xuekai; et al.
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:5.2/4.9 | Submit date：2023/09/28
Denosing  Low-light Image Enhancement  Retinex Theory