Yang Ma

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 58

Top Topics

Parameter Optimization

Top Venues

Publications

Yang Ma, Y. B. Zheng, Shuyi Wang, Yiik Diew Wong, Said M. Easa
Virtual-real-fusion simulation framework for evaluating and optimizing small-spatial-scale placement of cooperative roadside sensing units. Comput. Aided Civ. Infrastructure Eng. 39 (5) (2024)
Xiaojie Zhao, Xueying Niu, Yang Ma, Jifu Zhang
A multi-view ensemble clustering approach using joint entropy. Expert Syst. Appl. 255 (2024)
Shuyi Wang, Yang Ma, Said M. Easa, Hao Zhou, Yuanwen Lai, Weijie Chen
Sight Distance of Automated Vehicles Considering Highway Vertical Alignments and Its Implications for Speed Limits. IEEE Intell. Transp. Syst. Mag. 16 (4) (2024)
Baichuan Zhao, Jiajun Wu, Yang Ma, Chenyang Yang
Meta-Learning for Wireless Communications: A Survey and a Comparison to GNNs. IEEE Open J. Commun. Soc. 5 (2024)
Yang Ma, Dongang Wang, Peilin Liu, Lynette Masters, Michael Barnett, Tom Weidong Cai, Chenyu Wang
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis. CoRR (2024)
Yang Ma, Liquan Chen, Tianyu Lu, Yufan Song, Kailin Cao
STAR-RIS-assisted key generation method in quasi-static environment. EURASIP J. Wirel. Commun. Netw. 2024 (1) (2024)
Yang Ma, Chenyang Yang, Shengqian Han, Baichuan Zhao
Learning Adaptive Beamforming Policy for Different Optimization Problems. WCNC (2024)
Dengtian Lin, Yang Ma, Yuhong Li, Xuemeng Song, Jianlong Wu, Liqiang Nie
OFAR: A Multimodal Evidence Retrieval Framework for Illegal Live-streaming Identification. CoRR (2023)
Fangjie Yang, Honglan Huang, Wei Shi, Yang Ma, Yanghe Feng, Guangquan Cheng, Zhong Liu
PMDRL: Pareto-front-based multi-objective deep reinforcement learning. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Baichuan Zhao, Yang Ma, Jiajun Wu, Chenyang Yang
Learning Precoding Policy with Inductive Biases: Graph Neural Networks or Meta-Learning? GLOBECOM (2023)
Yang Ma, Yubing Zheng, Shuyi Wang, Yiik Diew Wong, Said M. Easa
A Virtual Method for Optimizing Deployment of Roadside Monitoring Lidars at As-Built Intersections. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Dengtian Lin, Yang Ma, Yuhong Li, Xuemeng Song, Jianlong Wu, Liqiang Nie
OFAR: A Multimodal Evidence Retrieval Framework for Illegal Live-streaming Identification. SIGIR (2023)
Yang Ma, Qiyao Chen, Shihan Zhang, Wenmiao Xiao
Research on the sharing system of teaching resources based on cluster analysis. ICIEAI (2023)
Min Zhang, Yang Ma, Junli Li, Jifu Zhang
A density connection weight-based clustering approach for dataset with density-sparse region. Expert Syst. Appl. 230 (2023)
Xueying Niu, Chaowei Zhang, Yang Ma, Lihua Hu, Jifu Zhang
A multi-view subspace representation learning approach powered by subspace transformation relationship. Knowl. Based Syst. 277 (2023)
Yang Ma, Wan-liang Sun, Shuo Shuo Ma, Guanru Zhao, Zhong Liu, Zheng Lu, Dengyong Zhang
LincRNA ZNF529-AS1 inhibits hepatocellular carcinoma via FBXO31 and predicts the prognosis of hepatocellular carcinoma patients. BMC Bioinform. 24 (1) (2023)
Zeyi Liu, Yuan Wang, Xingxing Liang, Yang Ma, Yanghe Feng, Guangquan Cheng, Zhong Liu
A graph neural networks-based deep Q-learning approach for job shop scheduling problems in traffic management. Inf. Sci. 607 (2022)
Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Yu Wang, Liquan Chen, Kunliang Yu, Yuan Gao, Yang Ma
An Image Encryption Scheme Based on Logistic Quantum Chaos. Entropy 24 (2) (2022)
Xingxing Liang, Yang Ma, Guangquan Cheng, Changjun Fan, Yuling Yang, Zhong Liu
Meta-path-based heterogeneous graph neural networks in academic network. Int. J. Mach. Learn. Cybern. 13 (6) (2022)
Lin Shi, Yang Ma, Yan Lv, Liquan Chen
Software development and design of network security system based on log data. J. Electronic Imaging 32 (1) (2022)
Yang Ma, Yan Li, Xingxing Liang, Guangquan Cheng, Yanghe Feng, Zhong Liu
Graph autoencoder for directed weighted network. Soft Comput. 26 (3) (2022)
Yan Li, Chao Chen, Xingchen Hu, Jindong Qin, Yang Ma
Fuzzy Rule-Based Models: A Design with Prototype Relocation and Granular Generalization. Inf. Sci. 562 (2021)
Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Tom Weidong Cai, Michael Barnett, Chenyu Wang
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. CoRR (2021)
Jin-Yuan Wang, Yang Ma, Rong-Rong Lu, Jun-Bo Wang, Min Lin, Julian Cheng
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization. IEEE J. Sel. Areas Commun. 39 (10) (2021)
Rong-Rong Lu, Yang Ma, Sheng-Hong Lin, Bingyuan Zhang, Qinglin Wang, Jin-Yuan Wang
Energy-Efficient Trajectory Optimization for UAV-Based Hybrid FSO/RF Communications with Buffer Constraints. Entropy 23 (12) (2021)
Feng Zhang, Huibing Fan, Keju Wang, Yongjin Zhao, Xiaoxi Zhang, Yang Ma
Research on Intelligent Target Recognition Integrated With Knowledge. IEEE Access 9 (2021)
Jin-Yuan Wang, Yang Ma, Rong-Rong Lu, Jun-Bo Wang, Min Lin, Julian Cheng
Hovering UAV-Based FSO Communications: Channel Modelling, Performance Analysis, and Parameter Optimization. CoRR (2021)
Yang Ma, Xujun Zhao
POD: A Parallel Outlier Detection Algorithm Using Weighted kNN. IEEE Access 9 (2021)
Yang Ma, Said M. Easa, Jianchuan Cheng, Bin Yu
Automatic Framework for Detecting Obstacles Restricting 3D Highway Sight Distance Using Mobile Laser Scanning Data. J. Comput. Civ. Eng. 35 (4) (2021)
Xingxing Liang, Yang Ma, Yanghe Feng, Zhong Liu
PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay. CoRR (2021)
Yang Ma, Xujun Zhao, Chaowei Zhang, Jifu Zhang, Xiao Qin
Outlier detection from multiple data sources. Inf. Sci. 580 (2021)
Xingxing Liang, Li Chen, Yanghe Feng, Zhong Liu, Yang Ma, Kuihua Huang
A Novel Adaptive Sampling Strategy for Deep Reinforcement Learning. Int. J. Comput. Intell. Appl. 20 (2) (2021)
Wenbin Jiang, Yang Ma, Bo Liu, Haikun Liu, Bing Bing Zhou, Jian Zhu, Song Wu, Hai Jin
Layup: Layer-adaptive and Multi-type Intermediate-oriented Memory Optimization for GPU-based CNNs. ACM Trans. Archit. Code Optim. 16 (4) (2020)
Yang Ma, Jin-Yuan Wang, Jun-Bo Wang, Min Lin, Hua Zhang, Chuanwen Chang
Outage Performance Analysis and Parameter optimization of Hovering UAV-Based FSO System. ICC (2020)
Cunchao Zhu, Guangquan Cheng, Yang Ma, Jiuyao Jiang, Min Wang, Tingfei Huang
Robustness analysis of noise network link prediction. ACAI (2020)
Xiuli Geng, Yang Ma
n-Intuitionistic Polygonal Fuzzy Aggregation Operators and Their Application to Multi-Attribute Decision Making. IEEE Access 8 (2020)
Yang Ma, Andy J. Ma, Youngsun Pan, Xi Chen
Multi-Scale Feature Pyramids for Weakly Supervised Thoracic Disease Localization. ICIP (2020)
Yang Ma, Guangquan Cheng, Xingxing Liang, Yuan Wang, Yuzhen Zhou
Heterogeneous Graph Neural Networks Based on Meta-path. ACAI (2020)
Yanghui Fu, Xingxing Liang, Yang Ma, Kuihua Huang, Yan Li
Coordinating Multi-Agent Deep Reinforcement Learning in Wargame. ACAI (2020)
Yang Ma, Yubing Zheng, Said M. Easa, Mingyu Hou, Jianchuan Cheng
Automated Method for Detection of Missing Road Point Regions in Mobile Laser Scanning Data. ISPRS Int. J. Geo Inf. 8 (12) (2019)
Xujun Zhao, Jifu Zhang, Xiao Qin, Jianghui Cai, Yang Ma
Parallel mining of contextual outlier using sparse subspace. Expert Syst. Appl. 126 (2019)
Wenbin Jiang, Geyan Ye, Laurence T. Yang, Jian Zhu, Yang Ma, Xia Xie, Hai Jin
A Novel Stochastic Gradient Descent Algorithm Based on Grouping over Heterogeneous Cluster Systems for Distributed Deep Learning. CCGRID (2019)
Yang Ma, Yubing Zheng, Jianchuan Cheng, Yunlong Zhang
Hybrid Model for Realistic and Efficient Estimation of Highway Sight Distance Using Airborne LiDAR Data. J. Comput. Civ. Eng. 33 (6) (2019)
Bo Liu, Wenbin Jiang, Hai Jin, Xuanhua Shi, Yang Ma
Layrub: layer-centric GPU memory reuse and data migration in extreme-scale deep learning systems. PPOPP (2018)
Xiang Wang, Baofa Hu, Yang Ma, Changsong Chen, Haisheng San
A Highly Robust Out-of-Plane Electrostatic Vibration Energy Harvester with Wide Bandwidth. NEMS (2018)
Xiang Wang, Baofa Hu, Yang Ma, Changsong Chen, Haisheng San
A Highly Robust Out-of-Plane Electrostatic Vibration Energy Harvester with Wide Bandwidth. NEMS (2018)
Dingsheng Luo, Yang Ma, Xiangqi Zhang, Xihong Wu
Multi-Sensor Fusion Based Robot Self-Activity Recognition. Humanoids (2018)
Changsong Chen, Xiang Wang, Yang Ma, Jiang Chen, Haisheng San
Disordered ZnO Nanowires Composited with Photochemically Reduced Graphene Oxide for Enhancement in UV Photoresponse. NEMS (2018)
Jueqin Qiu, Haisong Xu, Yang Ma, Zhengnan Ye
PILOT: A Pixel Intensity Driven Illuminant Color Estimation Framework for Color Constancy. CoRR (2018)
Xuemei Wu, Xiaoqing Bai, Yang Ma, Jie Wei, Juan Peng, Keren Shi, Huiqin Yao
-Diethylacrylamide). Sensors 18 (10) (2018)
Hai Jin, Bo Liu, Wenbin Jiang, Yang Ma, Xuanhua Shi, Bingsheng He, Shaofeng Zhao
Layer-Centric Memory Reuse and Data Migration for Extreme-Scale Deep Learning on Many-Core Architectures. ACM Trans. Archit. Code Optim. 15 (3) (2018)
Yang Ma, Weixia Zhang, Jia Yan, Cien Fan, Wenxuan Shi
Blind image quality assessment in multiple bandpass and redundancy domains. Digit. Signal Process. 80 (2018)
Yang Ma, Prajith Ramakrishnan Geethakumari, Georgios Smaragdos, Sander Lindeman, Vincenzo Romano, Mario Negrello, Ioannis Sourdis, Laurens W. J. Bosman, Chris I. De Zeeuw, Zaid Al-Ars, Christos Strydis
Towards real-time whisker tracking in rodents for studying sensorimotor disorders. SAMOS (2017)
Yang Ma, Xingxing Liang, Jincai Huang, Guangquan Cheng
Intercity Transportation Construction Based on Link Prediction. ICTAI (2017)
Guangquan Cheng, Yang Ma, Jincai Huang, Kuihua Huang
An F Test Based Method of Estimating the Number of Groups in an Organization. ICTAI (2017)
Pengyan Zhang, Xiaojiang Chen, Dingyi Fang, Wei Wang, Zhanyong Tang, Yang Ma
SmartMTra: Put the Limit of the Inertial Sensor Based Indoor Motion Trajectory Tracing Using Smartphone. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Yang Ma, Guangquan Cheng, Zhong Liu, Xingxing Liang
Link Prediction Based on Clustering Information in Scientific Coauthorship Networks. DSC (2016)
Zhiwei Feng, Qingbin Zhang, Qingfu Zhang, Qiangang Tang, Tao Yang, Yang Ma
A multiobjective optimization based framework to balance the global exploration and local exploitation in expensive optimization. J. Glob. Optim. 61 (4) (2015)
Dingsheng Luo, Xiaoqiang Han, Yaoxiang Ding, Yang Ma, Zhan Liu, Xihong Wu
Learning push recovery for a bipedal humanoid robot with Dynamical Movement Primitives. Humanoids (2015)
Ziwei Liu, Chuanbo Wei, Yang Ma, Hui Li, Xiaoguang Niu, Lina Wang
UCOR: An Unequally Clustering-Based Hierarchical Opportunistic Routing Protocol for WSNs. WASA (2013)
Graham Leedham, Yang Ma, Michael Blumenstein
Handwritten Shorthand and its Future Potential for Fast Mobile Text entry. Int. J. Pattern Recognit. Artif. Intell. 23 (5) (2009)
Yang Ma, Graham Leedham, Colin Higgins, Swe Myo Htwe
Segmentation and recognition of phonetic features in handwritten Pitman shorthand. Pattern Recognit. 41 (4) (2008)