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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  
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  
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  
Rate Control in Versatile Video Coding with Cosh Rate-Distortion Model Journal article
Wang,Dongzi, Fang,Bin, Wei,Xuekai, Xian,Weizhi, Zhou,Mingliang, Mao,Qin. Rate Control in Versatile Video Coding with Cosh Rate-Distortion Model[J]. Journal of Circuits, Systems and Computers, 2023, 32(12), 2350210.
Authors:  Wang,Dongzi;  Fang,Bin;  Wei,Xuekai;  Xian,Weizhi;  Zhou,Mingliang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.9/0.9 | Submit date:2023/08/03
Rate Control  Rate-distortion Model  Video Coding  
TieComm: Learning a Hierarchical Communication Topology Based on Tie Theory Conference paper
Yang,Ming, Dong,Renzhi, Wang,Yiming, Liu,Furui, Du,Yali, Zhou,Mingliang, U, Leong Hou. TieComm: Learning a Hierarchical Communication Topology Based on Tie Theory[C]:Springer Science and Business Media Deutschland GmbH, 2023, 604-613.
Authors:  Yang,Ming;  Dong,Renzhi;  Wang,Yiming;  Liu,Furui;  Du,Yali; et al.
Favorite | TC[Scopus]:1 | Submit date:2023/08/03
Communication Topology  Cooperation  Multi-agent System  Reinforcement Learning  Social Welfare  
An active contour model based on adaptively variable exponent combining Legendre polynomial for image segmentation Journal article
Zhu, Jiajie, Fang, Bin, Zhou, Mingliang, Luo, Futing, Xian, Weizhi, Wang, Gang. An active contour model based on adaptively variable exponent combining Legendre polynomial for image segmentation[J]. Multimedia Tools and Applications, 2022, 81(19), 27495-27522.
Authors:  Zhu, Jiajie;  Fang, Bin;  Zhou, Mingliang;  Luo, Futing;  Xian, Weizhi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.0/2.9 | Submit date:2022/05/17
Active Contour Model  Image Segmentation  Legendre Polynomial  Level Set Method  
Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework Journal article
Wei, Xuekai, Zhou, Mingliang, Kwong, Sam, Yuan, Hui, Wang, Shiqi, Zhu, Guopu, Cao, Jingchao. Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework[J]. Information Sciences, 2021, 569, 786-803.
Authors:  Wei, Xuekai;  Zhou, Mingliang;  Kwong, Sam;  Yuan, Hui;  Wang, Shiqi; et al.
Favorite | TC[WOS]:15 TC[Scopus]:20  IF:0/0 | Submit date:2021/12/08
Machine Learning  Mpeg-dash  Quality Of Experience  Reinforcement Learning  
A Fast Perceptual Surveillance Video Coding (PSVC) Based on Background Model-Driven JND Estimation Journal article
Wang, Gang, Zhou, Mingliang, Cao, Haiheng, Fang, Bin, Wen, Shiting, Wei, Ran. A Fast Perceptual Surveillance Video Coding (PSVC) Based on Background Model-Driven JND Estimation[J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 35(6).
Authors:  Wang, Gang;  Zhou, Mingliang;  Cao, Haiheng;  Fang, Bin;  Wen, Shiting; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:0.9/1.0 | Submit date:2021/12/08
Background Modeling  Just Noticeable Distortion  Perceptual Video Coding  Surveillance Video Coding