Meng Ma

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 144

Top Venues

CoRR

IEEE Commun. Lett.

IEEE Trans. Ind. Informatics

SmartCom

Publications

Yicheng Pan, Yifan Zhang, Xinrui Jiang, Meng Ma, Ping Wang
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Tingzhu Bi, Yang Zhang, Yicheng Pan, Yu Zhang, Meng Ma, Xinrui Jiang, Linlin Han, Feng Wang, Xian Liu, Ping Wang
FaultInsight: Interpreting Hyperscale Data Center Host Faults. KDD (2024)
Shahid Ali, Dongsheng Zheng, Yuli Yang, Meng Ma, Bingli Jiao
A New MIMO Scheme for Saving Power Consumption. IEEE Wirel. Commun. Lett. 13 (6) (2024)
Minghui Wu, Chenxu Zhao, Anyang Su, Donglin Di, Tianyu Fu, Da An, Min He, Ya Gao, Meng Ma, Kun Yan, Ping Wang
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding. CoRR (2024)
Yicheng Pan, Yang Zhang, Tingzhu Bi, Linlin Han, Yu Zhang, Meng Ma, Xiangzhuang Shen, Xinrui Jiang, Feng Wang, Xian Liu, Ping Wang
HEAL: Performance Troubleshooting Deep inside Data Center Hosts. SIGMETRICS/Performance (Abstracts) (2024)
Chenbin Zhang, Qingyuan He, Kun Yan, Meng Ma, Defeng Liu, Ping Wang
CTSSeg: Consistent Teacher-Student model for magnetic resonance image Segmentation. ICME (2023)
Tianzong Yu, Chunyuan Zhang, Meng Ma, Yuan Wang
Recursive least squares method for training and pruning convolutional neural networks. Appl. Intell. 53 (20) (2023)
Sanjun Liu, Lifeng Lin, Meng Ma, Bingli Jiao
Improved Fractional Delay Method for Canceling the Self-Interference of Full Duplex. IEEE Trans. Veh. Technol. 72 (2) (2023)
Yicheng Pan, Meng Ma, Xinrui Jiang, Ping Wang
DyCause: Crowdsourcing to Diagnose Microservice Kernel Failure. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Dongsheng Zheng, Yuli Yang, Meng Ma, Wenyao Li, Bingli Jiao
Joint Precoding and Array Design for Broadcast in the Internet of Unmanned Aerial Vehicles. IEEE Internet Things J. 10 (14) (2023)
Yicheng Pan, Yang Zhang, Tingzhu Bi, Linlin Han, Yu Zhang, Meng Ma, Xiangzhuang Shen, Xinrui Jiang, Feng Wang, Xian Liu, Ping Wang
HEAL: Performance Troubleshooting Deep inside Data Center Hosts. Proc. ACM Meas. Anal. Comput. Syst. 7 (3) (2023)
Xinrui Jiang, Yicheng Pan, Meng Ma, Ping Wang
Look Deep into the Microservice System Anomaly through Very Sparse Logs. WWW (2023)
Xukun Luo, Weijie Liu, Meng Ma, Ping Wang
A Bidirectional Tree Tagging Scheme for Joint Medical Relation Extraction. IJCNN (2023)
Xiaoguang Zhang, Xuanhao Hua, Junjie Zhu, Meng Ma
Intelligent Fault Diagnosis of Liquid Rocket Engine via Interpretable LSTM with Multisensory Data. Sensors 23 (12) (2023)
Deng Luo, Qingyuan He, Meng Ma, Kun Yan, Defeng Liu, Ping Wang
ECANodule: Accurate Pulmonary Nodule Detection and Segmentation with Efficient Channel Attention. IJCNN (2023)
Yuan Wang, Chunyuan Zhang, Tianzong Yu, Meng Ma
Recursive Least Squares Advantage Actor-Critic Algorithms. CoRR (2022)
Zhiyuan Liu, Meng Ma
Deep Learning-Based Joint Optimization of Modulation and Power for Nonlinearity-Constrained System. IEEE Access 10 (2022)
Yangrui Chen, Cong Xie, Meng Ma, Juncheng Gu, Yanghua Peng, Haibin Lin, Chuan Wu, Yibo Zhu
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training. NeurIPS (2022)
Youngjun Kim, Yunchen Yang, Timmy O'Connell, Meng Ma, Xiang Zhou, Rong Chen
Deep Learning-based Rare Disease Patient Classification Using Phenotypes. AMIA (2022)
Meng Ma, Weilan Lin, Disheng Pan, Ping Wang
Self-Adaptive Root Cause Diagnosis for Large-Scale Microservice Architecture. IEEE Trans. Serv. Comput. 15 (3) (2022)
Meng Ma, Ping Wang
Efficient Event Inference and Context-Awareness in Internet of Things Edge Systems. IEEE Trans. Big Data 8 (3) (2022)
Meng Ma, Weilan Lin, Disheng Pan, Ping Wang
ServiceRank: Root Cause Identification of Anomaly in Large-Scale Microservice Architectures. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Meng Ma, Jingbin Zhang, Ping Wang
DePo: Dynamically Offload Expensive Event Processing to the Edge of Cyber-Physical Systems. IEEE Trans. Parallel Distributed Syst. 33 (9) (2022)
Tingzhu Bi, Yicheng Pan, Xinrui Jiang, Meng Ma, Ping Wang
VECROsim: A Versatile Metric-oriented Microservice Fault Simulation System (Tools and Artifact Track). ISSRE (2022)
Yadi Wang, Yicheng Pan, Meng Ma, Ping Wang
Abnormal Situation Simulation and Dynamic Causality Discovery in Urban Traffic Networks (Short Paper). COSIT (2022)
Haowei Wang, Yicheng Pan, Meng Ma, Ping Wang
When Dynamic Causality Comes to Graph-Temporal Neural Network. IJCNN (2022)
Tianzong Yu, Chunyuan Zhang, Yuan Wang, Meng Ma, Qi Song
Recursive Least Squares for Training and Pruning Convolutional Neural Networks. CoRR (2022)
Renbo Zhu, Xukun Luo, Meng Ma, Ping Wang
Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment. EMNLP (Findings) (2022)
Mengting Bai, Yangxin Lin, Meng Ma, Ping Wang, Lihua Duan
PrePCT: Traffic congestion prediction in smart cities with relative position congestion tensor. Neurocomputing 444 (2021)
Yicheng Pan, Meng Ma, Xinrui Jiang, Ping Wang
Faster, deeper, easier: crowdsourcing diagnosis of microservice kernel failure from user space. ISSTA (2021)
Minghao Li, Kyeryoung Lee, Zongzhi Liu, Meng Ma, Qi Pan, Rong Chen, Eric Schadt, Xiaoyan Wang
Applying Bayesian hyperparameter optimization towards accurate and efficient topic modeling in clinical notes. ICHI (2021)
Min Zhang, Meng Ma, Ping Wang
Scene Text Recognition with Cascade Attention Network. ICMR (2021)
Jingbin Zhang, Meng Ma, Ping Wang, Xiao-dong Sun
Middleware for the Internet of Things: A survey on requirements, enabling technologies, and solutions. J. Syst. Archit. 117 (2021)
Zhonglong Wang, Meng Ma, Fei Qin
Neural-Network-Based Nonlinear Self- Interference Cancelation Scheme for Mobile Stations With Dual-Connectivity. IEEE Access 9 (2021)
Renbo Zhu, Meng Ma, Ping Wang
RAGA: Relation-Aware Graph Attention Networks for Global Entity Alignment. PAKDD (1) (2021)
Min Zhang, Meng Ma, Ping Wang
Hierarchical Refined Attention for Scene Text Recognition. ICASSP (2021)
Meng Ma, Yangxin Lin, Ping Wang, Lihua Duan, Ling Liu
Ontology-Based Event Modeling and High-Confidence Processing in IoT-Enabled High-Speed Train Control System. J. Signal Process. Syst. 93 (2-3) (2021)
Hao Feng, Meng Ma
On an Uplink Space Division Multiple Access Technique Based on the Doppler Effect. IEEE Commun. Lett. 25 (6) (2021)
Meng Ma, Zhu Mao
Deep-Convolution-Based LSTM Network for Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 17 (3) (2021)
Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis
Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR (2021)
Congjie He, Haowei Wang, Xinrui Jiang, Meng Ma, Ping Wang
Dyna-PTM: OD-enhanced GCN for Metro Passenger Flow Prediction. IJCNN (2021)
Meng Ma, Kyeryoung Lee, Yun Mai, Chris Gilman, Zongzhi Liu, Mingwei Zhang, Minghao Li, Arielle Redfern, Tommy Mullaney, Tony Prentice, Paul McDonagh, Qi Pan, William Oh, Rong Chen, Eric Schadt, Xiaoyan Wang
The Real-World Trend Analysis of Cancer Drugs Empowered by Natural Language Processing. AMIA (2021)
Zijian Zhou, Yuli Yang, Meng Ma, Bingli Jiao
Distortion Reduction in Fractional Delay Filters. IEEE Signal Process. Lett. 28 (2021)
Lei Zhang, Meng Ma, Ping Wang
Zero-shot Question Generation: Accelerate the Development of Domain-specific Dialogue System. BigDataSecurity (2021)
Yuli Yang, Meng Ma, Sonia Aïssa, Lajos Hanzo
Physical-Layer Secret Key Generation via CQI-Mapped Spatial Modulation in Multi-Hop Wiretap Ad-Hoc Networks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Renbo Zhu, Meng Ma, Ping Wang
RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment. CoRR (2021)
Jingbin Zhang, Meng Ma, Ping Wang
Lead Time-Aware Proactive Adaptation for Service-Oriented Systems. ICWS (2020)
Huiliang Zhang, Meng Ma, Ziyu Shao
Multi-User Linear Precoding for Downlink Generalized Spatial Modulation Systems. IEEE Commun. Lett. 24 (1) (2020)
Disheng Pan, Xizi Zheng, Weijie Liu, Mengya Li, Meng Ma, Ying Zhou, Li Yang, Ping Wang
Multi-label Classification for Clinical Text with Feature-level Attention. BigDataSecurity/HPSC/IDS (2020)
Congjie He, Meng Ma, Ping Wang
Extract interpretability-accuracy balanced rules from artificial neural networks: A review. Neurocomputing 387 (2020)
Xukun Luo, Weijie Liu, Meng Ma, Ping Wang
BiTT: Bidirectional Tree Tagging for Joint Extraction of Overlapping Entities and Relations. CoRR (2020)
Alireza Sadeghi, Gang Wang, Meng Ma, Georgios B. Giannakis
Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data. CoRR (2020)
Meng Ma, Jingmin Xu, Yuan Wang, Pengfei Chen, Zonghua Zhang, Ping Wang
AutoMAP: Diagnose Your Microservice-based Web Applications Automatically. WWW (2020)
Jianhua Zhang, Ming Zou, Lai Wei, Meng Ma, Bingli Jiao
Downlink-Centric User Scheduling for Full-Duplex MU-MIMO Systems. SoCC (2020)
Meng Ma, Georgios B. Giannakis
Preconditioning ADMM for Fast Decentralized Optimization. ICASSP (2020)
Mingwei Zhang, Zongzhi Liu, Meng Ma, Kyeryoung Lee, Yun Mai, Scott Jones, Chris Gilman, Ying Ru, Matthew Deitz, Yunrou Gong, Xiang Zhou, Krish Ghosh, Rong Chen, Eric Schadt, Xiaoyan Wang
DxTree: a visual analytics tool for hierarchical representation of disease cohort counts for clinical trials. AMIA (2020)
Bingcong Li, Meng Ma, Georgios B. Giannakis
On the Convergence of SARAH and Beyond. AISTATS (2020)
Meng Ma, Shuyi Tian, Yingyang Chen, Li Wang, Yuli Yang, Lei Wan, Bingli Jiao, H. Vincent Poor
A Prototype of Co-Frequency Co-Time Full Duplex Networking. IEEE Wirel. Commun. 27 (1) (2020)
Jianhua Zhang, Meng Ma, Jinghuan Ma, Ming Zou, Bingli Jiao
Residual self-interference suppression guided resource allocation for full-duplex orthogonal frequency division multiple access system. IET Commun. 14 (1) (2020)
Jingbin Zhang, Meng Ma, Wei He, Ping Wang
On-demand deployment for IoT applications. J. Syst. Archit. 111 (2020)
Meng Ma, Weilan Lin, Disheng Pan, Ping Wang
MS-Rank: Multi-Metric and Self-Adaptive Root Cause Diagnosis for Microservice Applications. ICWS (2019)
Ping Wang, Fanhua Xu, Meng Ma, Lihua Duan
Efficient Spatial Big Data Storage and Query in HBase. SmartCloud (2019)
Lai Wei, Meng Ma, Zhiheng Guo, Yongqiang Fei, Bingli Jiao
Hybrid Beamforming Design and Implementation for Mitigating Inter-cell Interference in Flexible Duplex Cellular System. PIMRC Workshops (2019)
Bingcong Li, Meng Ma, Georgios B. Giannakis
On the Convergence of SARAH and Beyond. CoRR (2019)
Zhonghui You, Kun Yan, Jinmian Ye, Meng Ma, Ping Wang
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks. CoRR (2019)
Michael J. Collins, Meng Ma, Mohammed Dabboor
On the Effect of Polarization and Incidence Angle on the Estimation of Significant Wave Height From SAR Data. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Meng Ma, Chuang Sun, Xuefeng Chen, Xingwu Zhang, Ruqiang Yan
A Deep Coupled Network for Health State Assessment of Cutting Tools Based on Fusion of Multisensory Signals. IEEE Trans. Ind. Informatics 15 (12) (2019)
Meng Ma, Zhu Mao
Deep Recurrent Convolutional Neural Network for Remaining Useful Life Prediction. ICPHM (2019)
Meng Ma, Bingcong Li, Georgios B. Giannakis
Tight Linear Convergence Rate of ADMM for Decentralized Optimization. CoRR (2019)
Huiliang Zhang, Zhonglong Wang, Fei Qin, Meng Ma, Jianhua Zhang
A Neural-Network-Based Non-linear Interference Cancellation Scheme for Wireless IoT Backhaul with Dual-Connectivity. SoCC (2019)
Chuang Sun, Meng Ma, Zhibin Zhao, Shaohua Tian, Ruqiang Yan, Xuefeng Chen
Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing. IEEE Trans. Ind. Informatics 15 (4) (2019)
Liyuan Zhang, Meng Ma, Bingli Jiao
Design and Implementation of Adaptive Multi-Tap Analog Interference Canceller. IEEE Trans. Wirel. Commun. 18 (3) (2019)
Meng Ma, Jun Yang, Ping Wang, Weijie Liu, Jingzhuo Zhang
Light-Weight and Scalable Hierarchical-MVC Architecture for Cloud Web Applications. CSCloud/EdgeCom (2019)
Zhonghui You, Kun Yan, Jinmian Ye, Meng Ma, Ping Wang
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks. NeurIPS (2019)
Meng Ma, Weilan Lin, Disheng Pan, Yangxin Lin, Ping Wang, Yuchen Zhou, Xiaoxing Liang
Data and Decision Intelligence for Human-in-the-Loop Cyber-Physical Systems: Reference Model, Recent Progresses and Challenges. J. Signal Process. Syst. 90 (8-9) (2018)
Meng Ma, Ping Wang, Chao-Hsien Chu
Redundant Reader Elimination in Large-Scale Distributed RFID Networks. IEEE Internet Things J. 5 (2) (2018)
Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis
Fast Decentralized Learning Via Hybrid Consensus Admm. ICASSP (2018)
Meng Ma, Georgios B. Giannakis
Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization. ACSSC (2018)
Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis
Hybrid ADMM: a unifying and fast approach to decentralized optimization. EURASIP J. Adv. Signal Process. 2018 (2018)
Peng Hang, Mengjun Shi, Quan Long, Hui Li, Haifeng Zhao, Meng Ma
Integrating Multi-scale Gene Features for Cancer Diagnosis. CCBR (2018)
Xiong You, Weiwei Zhang, Meng Ma, Chen Deng, Jian Yang
Survey on Urban Warfare Augmented Reality. ISPRS Int. J. Geo Inf. 7 (2) (2018)
Meng Ma, Weilan Lin, Jingbin Zhang, Ping Wang, Yuchen Zhou, Xiaoxing Liang
Toward Energy-Awareness Smart Building: Discover the Fingerprint of Your Electrical Appliances. IEEE Trans. Ind. Informatics 14 (4) (2018)
Meng Ma, Chuang Sun, Xuefeng Chen
Deep Coupling Autoencoder for Fault Diagnosis With Multimodal Sensory Data. IEEE Trans. Ind. Informatics 14 (3) (2018)
Chuang Sun, Meng Ma, Zhibin Zhao, Xuefeng Chen
Sparse Deep Stacking Network for Fault Diagnosis of Motor. IEEE Trans. Ind. Informatics 14 (7) (2018)
Mengting Bai, Yangxin Lin, Meng Ma, Ping Wang
Travel-Time Prediction Methods: A Review. SmartCom (2018)
Jingbin Zhang, Peikai Zheng, Meng Ma, Ping Wang
Toward Ubiquitous Environment: An Scalable Framework for Autonomous Service Composition. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Liyuan Zhang, Meng Ma, Yongqiang Fei, Yiming Lei, Bingli Jiao
A Cooperative Power Control Scheme for Two-User Gaussian Interference Channel. VTC Fall (2018)
Meng Ma, Jineng Ren, Georgios B. Giannakis, Jarvis D. Haupt
Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters. GlobalSIP (2018)
Weilan Lin, Fanhua Xu, Meng Ma, Ping Wang
RBD: A Reference Railway Big Data System Model. SmartCom (2018)
Ping Wang, Jingmin Xu, Meng Ma, Weilan Lin, Disheng Pan, Yuan Wang, Pengfei Chen
CloudRanger: Root Cause Identification for Cloud Native Systems. CCGrid (2018)
Ping Wang, Meng Ma, Chao-Hsien Chu
Long-Term Event Processing over Data Streams in Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. 2 (2) (2018)
Meng Ma, Athanasios N. Nikolakopoulos, Georgios B. Giannakis
Fast Decentralized Optimization over Networks. CoRR (2018)
Jingbin Zhang, Meng Ma, Ping Wang
Fast Implementation for SM4 Cipher Algorithm Based on Bit-Slice Technology. SmartCom (2018)
Weilan Lin, Meng Ma, Disheng Pan, Ping Wang
FacGraph: Frequent Anomaly Correlation Graph Mining for Root Cause Diagnose in Micro-Service Architecture. IPCCC (2018)
Ping He, Meng Ma, Ping Wang
Regional Estimation Prior Network for Crowd Analyzing. SmartCom (2018)
Shuyi Tian, Meng Ma, Bingli Jiao
Game Theory Based Base Station Association for Flexible Duplex Networks. GLOBECOM Workshops (2017)
Meng Ma, Weilan Lin, Jingbin Zhang, Ping Wang, Yuchen Zhou, Xiaoxing Liang
Discover the fingerprint of electrical appliance: Online appliance behavior learning and detection in smart homes. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Meng Ma, Chuang Sun, Xuefeng Chen
Discriminative Deep Belief Networks with Ant Colony Optimization for Health Status Assessment of Machine. IEEE Trans. Instrum. Meas. 66 (12) (2017)
Yabo Shi, Meng Ma, Chang Liu, Bingli Jiao
Two-way relaying schemes in full duplex cellular system. EURASIP J. Wirel. Commun. Netw. 2017 (2017)
Meng Ma, Weilan Lin, Disheng Pan, Ping Wang, Yuchen Zhou, Xiaoxing Liang
Data and Decision Intelligence for Internet of Things: Putting Human in the Loop. BigDataSecurity/HPSC/IDS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Meng Ma