Kun Wang

Orcid: 0000-0002-7288-1789

Affiliations:
  • University of California at Los Angeles, CA, USA
  • Nanjing University of Posts and Telecommunications, Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, China
  • Hong Kong Polytechnic University, Department of Computing, Hong Kong
  • University of Aizu, School of Computer Science and Engineering, Aizu-Wakamatsu City, Japan (2016)
  • University of California at Los Angeles, CA, USA (2013 - 2015)
  • Nanjing University of Posts and Telecommunications, School of Computer, China (PhD 2009)


According to our database1, Kun Wang authored at least 285 papers between 2006 and 2024.

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Bibliography

2024
Precise control of page cache for containers.
Frontiers Comput. Sci., April, 2024

FraudWhistler: A Resilient, Robust and Plug-and-play Adversarial Example Detection Method for Speaker Recognition.
Proceedings of the 33rd USENIX Security Symposium, 2024

AutoHammer: Breaking the Compilation Wall Between Deep Neural Network and Overlay-based FPGA Accelerator.
Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2024

S-LGCN: Software-Hardware Co-Design for Accelerating LightGCN.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

FNM-Trans: Efficient FPGA-based Transformer Architecture with Full N: M Sparsity.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

FLAME: Fully Leveraging MoE Sparsity for Transformer on FPGA.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

CSTrans-OPU: An FPGA-based Overlay Processor with Full Compilation for Transformer Networks via Sparsity Exploration.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

TrafficHD: Efficient Hyperdimensional Computing for Real-Time Network Traffic Analytics.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

TransFRU: Efficient Deployment of Transformers on FPGA with Full Resource Utilization.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
HPCchain: A Consortium Blockchain System Based on CPU-FPGA Hybrid-PUF for Industrial Internet of Things.
IEEE Trans. Ind. Informatics, November, 2023

Twin delayed deep deterministic policy gradient-based intelligent computation offloading for IoT.
Digit. Commun. Networks, August, 2023

Fine-Grained Benchmarking and Targeted Optimization: Enabling Green IoT-Oriented Blockchain in the 6G Era.
IEEE Trans. Green Commun. Netw., June, 2023

Characterizing and optimizing Kernel resource isolation for containers.
Future Gener. Comput. Syst., April, 2023

LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator.
ACM Trans. Reconfigurable Technol. Syst., March, 2023

VocalPrint: A mmWave-Based Unmediated Vocal Sensing System for Secure Authentication.
IEEE Trans. Mob. Comput., 2023

Efficient Implementation of Activation Function on FPGA for Accelerating Neural Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

eSSpMV: An Embedded-FPGA-based Hardware Accelerator for Symmetric Sparse Matrix-Vector Multiplication.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Edge FPGA-based Onsite Neural Network Training.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Auto-LUT: Auto Approximation of Non-Linear Operations for Neural Networks on FPGA.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

PP-Transformer: Enable Efficient Deployment of Transformers Through Pattern Pruning.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

FET-OPU: A Flexible and Efficient FPGA-Based Overlay Processor for Transformer Networks.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

microGEMM: An Effective CNN-Based Inference Acceleration for Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2023

g-BERT: Enabling Green BERT Deployment on FPGA via Hardware-Aware Hybrid Pruning.
Proceedings of the IEEE International Conference on Communications, 2023

Token Packing for Transformers with Variable-Length Inputs.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

FPGA Accelerating Multi-Source Transfer Learning with GAT for Bioactivities of Ligands Targeting Orphan G Protein-Coupled Receptors.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Graph-OPU: A Highly Integrated FPGA-Based Overlay Processor for Graph Neural Networks.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

LTrans-OPU: A Low-Latency FPGA-Based Overlay Processor for Transformer Networks.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Graph-OPU: An FPGA-Based Overlay Processor for Graph Neural Networks.
Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

Moth: A Hardware Accelerator for Neural Radiance Field Inference on FPGA.
Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

Transformer-OPU: An FPGA-based Overlay Processor for Transformer Networks.
Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

An Efficient Piecewise Linear Approximation of Non-linear Operations for Transformer Inference.
Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

ALT: Breaking the Wall between Data Layout and Loop Optimizations for Deep Learning Compilation.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023

Mixed-cell-height Placement with Minimum-Implant-Area and Drain-to-Drain Abutment Constraints.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
Low-precision Floating-point Arithmetic for High-performance FPGA-based CNN Acceleration.
ACM Trans. Reconfigurable Technol. Syst., 2022

Scanning the Voice of Your Fingerprint With Everyday Surfaces.
IEEE Trans. Mob. Comput., 2022

Towards Energy-Efficient and Secure Data Transmission in AI-Enabled Software Defined Industrial Networks.
IEEE Trans. Ind. Informatics, 2022

Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection.
IEEE Trans. Big Data, 2022

Effective Scaling of Blockchain Beyond Consensus Innovations and Moore's Law: Challenges and Opportunities.
IEEE Syst. J., 2022

BCmaster: A Compatible Framework for Comprehensively Analyzing and Monitoring Blockchain Systems in IoT.
IEEE Internet Things J., 2022

ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations.
CoRR, 2022

On the Joint Optimization of Function Assignment and Communication Scheduling toward Performance Efficient Serverless Edge Computing.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

The Visual Accelerometer: A High-fidelity Optic-to- Inertial Transformation Framework for Wearable Health Computing.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

BCadvisor: Enabling Green Blockchain Systems Through Resource-Oriented Benchmarking.
Proceedings of the IEEE International Conference on Communications, 2022

Fast-Pipe: Efficient Multi-Channel Data Mapping on Edge FPGAs for Satellite Remote Sensing.
Proceedings of the IEEE Global Communications Conference, 2022

SkeletonGCN: A Simple Yet Effective Accelerator For GCN Training.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

Biological Activity Prediction of GPCR-targeting Ligands on Heterogeneous FPGA-based Accelerators.
Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

CNN-inspired analytical global placement for large-scale heterogeneous FPGAs.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021
Canary: Decentralized Distributed Deep Learning Via Gradient Sketch and Partition in Multi-Interface Networks.
IEEE Trans. Parallel Distributed Syst., 2021

Petrel: Heterogeneity-Aware Distributed Deep Learning Via Hybrid Synchronization.
IEEE Trans. Parallel Distributed Syst., 2021

QoE-Based Task Offloading With Deep Reinforcement Learning in Edge-Enabled Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., 2021

Falcon: Addressing Stragglers in Heterogeneous Parameter Server Via Multiple Parallelism.
IEEE Trans. Computers, 2021

A Pre-Authentication Approach to Proxy Re-Encryption in Big Data Context.
IEEE Trans. Big Data, 2021

An Adaptive Neural Architecture Search Design for Collaborative Edge-Cloud Computing.
IEEE Netw., 2021

Object-based change detection of very high-resolution remote sensing images incorporating multiscale uncertainty analysis by fusing pixel-based change detection.
J. Electronic Imaging, 2021

CardiacWave: A mmWave-based Scheme of Non-Contact and High-Definition Heart Activity Computing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Editorial for FGCS special issue: Computation Intelligence for Energy Internet.
Future Gener. Comput. Syst., 2021

Atlas-aware ConvNetfor Accurate yet Robust Anatomical Segmentation.
CoRR, 2021

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray.
CoRR, 2021

A Comprehensive Inspection of the Straggler Problem.
Computer, 2021

IEEE Access Special Section Editorial: Toward Smart Cities With IoT Based on Crowdsensing.
IEEE Access, 2021

Exploring Forensic Dental Identification with Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

OralViewer: 3D Demonstration of Dental Surgeries for Patient Education with Oral Cavity Reconstruction from a 2D Panoramic X-ray.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Exploring Instance-Level Uncertainty for Medical Detection.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

T-Net: Learning Feature Representation With Task-Specific Supervision For Biomedical Image Analysis.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Distributed Machine Learning based Mitigating Straggler in Big Data Environment.
Proceedings of the ICC 2021, 2021

MP-OPU: A Mixed Precision FPGA-based Overlay Processor for Convolutional Neural Networks.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

NPE: An FPGA-based Overlay Processor for Natural Language Processing.
Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

Heterogeneous Dual-Core Overlay Processor for Light-Weight CNNs.
Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
QoE-Based Cooperative Task Offloading with Deep Reinforcement Learning in Mobile Edge Networks.
IEEE Wirel. Commun., 2020

Spacechain: A Three-Dimensional Blockchain Architecture for IoT Security.
IEEE Wirel. Commun., 2020

Uni-OPU: An FPGA-Based Uniform Accelerator for Convolutional and Transposed Convolutional Networks.
IEEE Trans. Very Large Scale Integr. Syst., 2020

OPU: An FPGA-Based Overlay Processor for Convolutional Neural Networks.
IEEE Trans. Very Large Scale Integr. Syst., 2020

Efficient Privacy Preserving Data Collection and Computation Offloading for Fog-Assisted IoT.
IEEE Trans. Sustain. Comput., 2020

Fog-based Optimized Kronecker-Supported Compression Design for Industrial IoT.
IEEE Trans. Sustain. Comput., 2020

A Cyclic Game for Service-Oriented Resource Allocation in Edge Computing.
IEEE Trans. Serv. Comput., 2020

Redundancy Avoidance for Big Data in Data Centers: A Conventional Neural Network Approach.
IEEE Trans. Netw. Sci. Eng., 2020

Renewable Energy-Aware Big Data Analytics in Geo-Distributed Data Centers with Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2020

Adaptive and Fault-Tolerant Data Processing in Healthcare IoT Based on Fog Computing.
IEEE Trans. Netw. Sci. Eng., 2020

Coflow-Like Online Data Acquisition from Low-Earth-Orbit Datacenters.
IEEE Trans. Mob. Comput., 2020

Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud.
IEEE Trans. Ind. Informatics, 2020

An SDN-Enabled Pseudo-Honeypot Strategy for Distributed Denial of Service Attacks in Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2020

Energy-Optimal Dynamic Computation Offloading for Industrial IoT in Fog Computing.
IEEE Trans. Green Commun. Netw., 2020

Green Resource Allocation Based on Deep Reinforcement Learning in Content-Centric IoT.
IEEE Trans. Emerg. Top. Comput., 2020

Near-Optimal Deployment of Service Chains by Exploiting Correlations Between Network Functions.
IEEE Trans. Cloud Comput., 2020

Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing.
IEEE Trans. Big Data, 2020

FerroTag: When Inkables Meet Wireless Signals.
GetMobile Mob. Comput. Commun., 2020

Big Data Analytics by CrowdLearning: Architecture and Mechanism Design.
IEEE Netw., 2020

Guest Editorial: Blockchain and AI for Beyond 5G Networks.
IEEE Netw., 2020

Edge QoE: Intelligent Big Data Caching via Deep Reinforcement Learning.
IEEE Netw., 2020

Edge QoE: Computation Offloading With Deep Reinforcement Learning for Internet of Things.
IEEE Internet Things J., 2020

Tornado: Enabling Blockchain in Heterogeneous Internet of Things Through a Space-Structured Approach.
IEEE Internet Things J., 2020

Accurate Anchor Free Tracking.
CoRR, 2020

Oral-3D: Reconstructing the 3D Bone Structure of Oral Cavity from 2D Panoramic X-ray.
CoRR, 2020

T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis.
CoRR, 2020

Effective scaling of blockchain beyond consensus innovations and Moore's law.
CoRR, 2020

IEEE Access Special Section Editorial: Energy Management in Buildings.
IEEE Access, 2020

Performance Benchmarking and Optimization for IIoT-oriented Blockchain.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

SonicPrint: a generally adoptable and secure fingerprint biometrics in smart devices.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

PDLens: smartphone knows drug effectiveness among Parkinson's via daily-life activity fusion.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Petrel: Community-aware Synchronous Parallel for Heterogeneous Parameter Server.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Towards Mitigating Straggler with Deep Reinforcement Learning in Parameter Server.
Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

Exploiting Computation Reuse in Cloud-Based Deep Learning via Input Reordering.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

QoE-driven Task Offloading with Deep Reinforcement Learning in Edge intelligent IoV.
Proceedings of the IEEE Global Communications Conference, 2020

Light-OPU: An FPGA-based Overlay Processor for Lightweight Convolutional Neural Networks.
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation.
Proceedings of The 12th Asian Conference on Machine Learning, 2020

2019
Security and Privacy for Next-Generation Wireless Networks
Wireless Networks, Springer, ISBN: 978-3-030-01149-9, 2019

A hierarchical adaptive spatio-temporal data compression scheme for wireless sensor networks.
Wirel. Networks, 2019

Improving Power Efficiency for Online Video Streaming Service: A Self-Adaptive Approach.
IEEE Trans. Sustain. Comput., 2019

A Differential Privacy-Based Query Model for Sustainable Fog Data Centers.
IEEE Trans. Sustain. Comput., 2019

Making Big Data Open in Edges: A Resource-Efficient Blockchain-Based Approach.
IEEE Trans. Parallel Distributed Syst., 2019

Time-Sync Video Tag Extraction Using Semantic Association Graph.
ACM Trans. Knowl. Discov. Data, 2019

Semi-Supervised Metric Learning-Based Anchor Graph Hashing for Large-Scale Image Retrieval.
IEEE Trans. Image Process., 2019

Traffic and Computation Co-Offloading With Reinforcement Learning in Fog Computing for Industrial Applications.
IEEE Trans. Ind. Informatics, 2019

<i>LightChain</i>: A Lightweight Blockchain System for Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2019

Green Data-Collection From Geo-Distributed IoT Networks Through Low-Earth-Orbit Satellites.
IEEE Trans. Green Commun. Netw., 2019

Joint Workload Scheduling and Energy Management for Green Data Centers Powered by Fuel Cells.
IEEE Trans. Green Commun. Netw., 2019

Privacy-preserving Data Aggregation Computing in Cyber-Physical Social Systems.
ACM Trans. Cyber Phys. Syst., 2019

Thermal Sensor Placement and Thermal Reconstruction Under Gaussian and Non-Gaussian Sensor Noises for 3-D NoC.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Fast Coflow Scheduling via Traffic Compression and Stage Pipelining in Datacenter Networks.
IEEE Trans. Computers, 2019

Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid.
IEEE Trans. Big Data, 2019

Vital Signs Monitoring with RFID: Opportunities and Challenges.
IEEE Netw., 2019

Trust-Enhanced Content Delivery in Blockchain-Based Information-Centric Networking.
IEEE Netw., 2019

Edge Intelligence for the Industrial Internet of Things.
IEEE Netw., 2019

Privacy-Preserving and Residential Context-Aware Online Learning for IoT-Enabled Energy Saving With Big Data Support in Smart Home Environment.
IEEE Internet Things J., 2019

A Comprehensive Survey of Blockchain: From Theory to IoT Applications and Beyond.
IEEE Internet Things J., 2019

Range-Based Localization for Sparse 3-D Sensor Networks.
IEEE Internet Things J., 2019

PDMove: Towards Passive Medication Adherence Monitoring of Parkinson's Disease Using Smartphone-based Gait Assessment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

QoE-Driven Content-Centric Caching With Deep Reinforcement Learning in Edge-Enabled IoT.
IEEE Comput. Intell. Mag., 2019

Metric Learning-Based Multi-Instance Multi-Label Classification With Label Correlation.
IEEE Access, 2019

<i>FerroTag</i>: a paper-based mmWave-scannable tagging infrastructure.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

WaveEar: Exploring a mmWave-based Noise-resistant Speech Sensing for Voice-User Interface.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Non-Invasive and Quick Respiratory-Rate Monitoring at Bedtime Using Passive RFIDs.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019

An Ethereum-Based Data Synchronization Platform for Distributed Networks.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Falcon: Towards Computation-Parallel Deep Learning in Heterogeneous Parameter Server.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

A Cyclic Game for Joint Cooperation and Competition of Edge Resource Allocation.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Service Demand Prediction with Incomplete Historical Data.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Delay Guaranteed Energy-Efficient Computation Offloading for Industrial IoT in Fog Computing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Topology-Aware Job Scheduling for Machine Learning Cluster.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Protecting Privacy-Sensitive Locations in Trajectories with Correlated Positions.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Efficient Gradient Descent via Value Staleness Analysis for Heterogeneous Deep Learning Systems.
Proceedings of the Seventh International Conference on Advanced Cloud and Big Data, 2019

2018
Envisioned Wireless Big Data Storage for Low-Earth-Orbit Satellite-Based Cloud.
IEEE Wirel. Commun., 2018

Fast Identification of Blocked RFID Tags.
IEEE Trans. Mob. Comput., 2018

Jamming and Eavesdropping Defense in Green Cyber-Physical Transportation Systems Using a Stackelberg Game.
IEEE Trans. Ind. Informatics, 2018

Probabilistic Model Checking and Scheduling Implementation of an Energy Router System in Energy Internet for Green Cities.
IEEE Trans. Ind. Informatics, 2018

Green Energy Scheduling for Demand Side Management in the Smart Grid.
IEEE Trans. Green Commun. Netw., 2018

A Survey on Energy Internet: Architecture, Approach, and Emerging Technologies.
IEEE Syst. J., 2018

Guest editorial: Special issue on big data networking.
Peer-to-Peer Netw. Appl., 2018

Artificial Intelligence Inspired Multi-Dimensional Traffic Control for Heterogeneous Networks.
IEEE Netw., 2018

Knowledge based differential evolution for cloud computing service composition.
J. Ambient Intell. Humaniz. Comput., 2018

Distributed Real-Time HVAC Control for Cost-Efficient Commercial Buildings Under Smart Grid Environment.
IEEE Internet Things J., 2018

Cluster Frameworks for Efficient Scheduling and Resource Allocation in Data Center Networks: A Survey.
IEEE Commun. Surv. Tutorials, 2018

Software-Defined Green 5G System for Big Data.
IEEE Commun. Mag., 2018

Energy Management for EV Charging in Software-Defined Green Vehicle-to-Grid Network.
IEEE Commun. Mag., 2018

QoE-Driven Big Data Architecture for Smart City.
IEEE Commun. Mag., 2018

Big Data Privacy Preserving in Multi-Access Edge Computing for Heterogeneous Internet of Things.
IEEE Commun. Mag., 2018

QoE-driven big data management in pervasive edge computing environment.
Big Data Min. Anal., 2018

IEEE Access Special Section Editorial: The Internet of Energy: Architectures, Cyber Security, and Applications - Part II.
IEEE Access, 2018

IEEE Access Special Section Editorial: The Internet of Energy: Architectures, Cyber Security, and Applications.
IEEE Access, 2018

On Full Duplex Scheduling for Energy Efficiency Maximization in Multi-Hop Wireless Networks.
IEEE Access, 2018

Non-Invasive Sleeping Posture Recognition and Body Movement Detection Based on RFID.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Making Big Data Open in Collaborative Edges: A Blockchain-Based Framework with Reduced Resource Requirements.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

QoE-Based Big Data Analysis with Deep Learning in Pervasive Edge Environment.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Online Green Data Gathering from Geo-Distributed IoT Networks via LEO Satellites.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

QoE-Driven Joint Resource Allocation for Content Delivery in Fog Computing Environment.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Fog Computing Based Optimized Compressive Data Collection for Big Sensory Data.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Fog Computing Assisted Efficient Privacy Preserving Data Collection for Big Sensory Data.
Proceedings of the IEEE Global Communications Conference, 2018

Location Privacy in Mobile Applications
Springer, ISBN: 978-981-13-1704-0, 2018

2017
An SDN-Based Architecture for Next-Generation Wireless Networks.
IEEE Wirel. Commun., 2017

Wireless Big Data Computing in Smart Grid.
IEEE Wirel. Commun., 2017

Strategic Antieavesdropping Game for Physical Layer Security in Wireless Cooperative Networks.
IEEE Trans. Veh. Technol., 2017

Antieavesdropping With Selfish Jamming in Wireless Networks: A Bertrand Game Approach.
IEEE Trans. Veh. Technol., 2017

A Survey on Energy Internet Communications for Sustainability.
IEEE Trans. Sustain. Comput., 2017

Strategic Honeypot Game Model for Distributed Denial of Service Attacks in the Smart Grid.
IEEE Trans. Smart Grid, 2017

Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time.
IEEE Trans. Parallel Distributed Syst., 2017

Top-k Queries for Categorized RFID Systems.
IEEE/ACM Trans. Netw., 2017

Big Data Analytics for System Stability Evaluation Strategy in the Energy Internet.
IEEE Trans. Ind. Informatics, 2017

A Trust Model Based on Cloud Theory in Underwater Acoustic Sensor Networks.
IEEE Trans. Ind. Informatics, 2017

Vehicle-Assist Resilient Information and Network System for Disaster Management.
IEEE Trans. Emerg. Top. Comput., 2017

Deep Conditional Random Field Approach to Transmembrane Topology Prediction and Application to GPCR Three-Dimensional Structure Modeling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Kalman Predictor-Based Proactive Dynamic Thermal Management for 3-D NoC Systems With Noisy Thermal Sensors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Take Renewable Energy into CRAN toward Green Wireless Access Networks.
IEEE Netw., 2017

Distributed Energy Management for Vehicle-to-Grid Networks.
IEEE Netw., 2017

Crowdsourcing-Based Content-Centric Network: A Social Perspective.
IEEE Netw., 2017

Pinpointing Anomaly RFID Tags: Situation and Opportunities.
IEEE Netw., 2017

Social-Aware Computing based Congestion Control in Delay Tolerant Networks.
Mob. Networks Appl., 2017

Accelerated Distributed Optimization Design for Reconstruction of Big Sensory Data.
IEEE Internet Things J., 2017

Distributed high-dimensional similarity search approach for large-scale wireless sensor networks.
Int. J. Distributed Sens. Networks, 2017

Optimized sorting network for successive cancellation list decoding of polar codes.
IEICE Electron. Express, 2017

An access pattern based adaptive mapping function for GPGPU scratchpad memory.
IEICE Electron. Express, 2017

A Selective Privacy-Preserving Approach for Multimedia Data.
IEEE Multim., 2017

Characteristics analysis and optimization design of entities collaboration for cloud manufacturing.
Concurr. Comput. Pract. Exp., 2017

Robust detection of false data injection attacks for data aggregation in an Internet of Things-based environmental surveillance.
Comput. Networks, 2017

Toward Big Data in Green City.
IEEE Commun. Mag., 2017

Multi-Method Data Delivery for Green Sensor-Cloud.
IEEE Commun. Mag., 2017

A Software-Defined Green Framework for Hybrid EV-Charging Networks.
IEEE Commun. Mag., 2017

Intelligent Resource Management in Blockchain-Based Cloud Datacenters.
IEEE Cloud Comput., 2017

Big Data Analytics for Program Popularity Prediction in Broadcast TV Industries.
IEEE Access, 2017

Robust Secure Beamforming for Cognitive Satellite Terrestrial Networks at Millimeter-Wave Frequency.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

TransT: Type-Based Multiple Embedding Representations for Knowledge Graph Completion.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Reinforcement learning-based adaptive resource management of differentiated services in geo-distributed data centers.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Home Location Protection in Mobile Social Networks: A Community Based Method (Short Paper).
Proceedings of the Information Security Practice and Experience, 2017

Program Popularity Prediction Approach for Internet TV Based on Trend Detecting.
Proceedings of the Industrial Networks and Intelligent Systems, 2017

Crowdsourced time-sync video tagging using semantic association graph.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Bayesian Game Based Pseudo Honeypot Model in Social Networks.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

Optimal transmission strategy for sensors to defend against eavesdropping and jamming attacks.
Proceedings of the IEEE International Conference on Communications, 2017

A reliable task assignment strategy for spatial crowdsourcing in big data environment.
Proceedings of the IEEE International Conference on Communications, 2017

vScope: A Fine-Grained Approach to Schedule vCPUs in NUMA Systems.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Non-invasive sleep monitoring based on RFID.
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Promoting Security and Efficiency in D2D Underlay Communication: A Bargaining Game Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Multiobjective Evolution Algorithm Based Rule Certainty Updating Strategy in Big Data Environment.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Probabilistic Model Checking for Green Energy Router System in Energy Internet.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

An Overview on Key Technologies of Secure and Efficient Data Transmission for Energy Internet.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Application space exploration of a multi-fabric reconfigurable system.
Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016
Toward trustworthy crowdsourcing in the social internet of things.
IEEE Wirel. Commun., 2016

Social-aware energy harvesting device-to-device communications in 5G networks.
IEEE Wirel. Commun., 2016

Real-Time Load Reduction in Multimedia Big Data for Mobile Internet.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Toward Distributed Data Processing on Intelligent Leak-Points Prediction in Petrochemical Industries.
IEEE Trans. Ind. Informatics, 2016

Game-Theory-Based Active Defense for Intrusion Detection in Cyber-Physical Embedded Systems.
ACM Trans. Embed. Comput. Syst., 2016

A dynamic assignment scheduling algorithm for big data stream processing in mobile Internet services.
Pers. Ubiquitous Comput., 2016

Mobile big data fault-tolerant processing for ehealth networks.
IEEE Netw., 2016

Attack Detection and Distributed Forensics in Machine-to-Machine Networks.
IEEE Netw., 2016

Data Sorting-based Adaptive Spatial Compression in Wireless Sensor Networks.
KSII Trans. Internet Inf. Syst., 2016

Design and implementation of high performance matrix inversion based on reconfigurable processor.
IEICE Electron. Express, 2016

An ultra-long FFT architecture implemented in a reconfigurable application specified processor.
IEICE Electron. Express, 2016

Floating-point operation based reconfigurable architecture for radar processing.
IEICE Electron. Express, 2016

Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective.
IEEE Commun. Mag., 2016

A Survey on Gas Leakage Source Detection and Boundary Tracking with Wireless Sensor Networks.
IEEE Access, 2016

Heuristic Optimization for Reliable Data Congestion Analytics in Crowdsourced eHealth Networks.
IEEE Access, 2016

Energy big data: A survey.
IEEE Access, 2016

Dynamic Resource Partitioning for Heterogeneous Multi-Core-Based Cloud Computing in Smart Cities.
IEEE Access, 2016

K-Source: Multiple source selection for traffic offloading in mobile social networks.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Optimal active detection in machine-to-machine mobile networks: A repeated game approach.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Accurate runtime thermal prediction scheme for 3D NoC systems with noisy thermal sensors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Online energy management for data centers and electric vehicles in smart grid environment.
Proceedings of the IECON 2016, 2016

Real-time big data analytics for multimedia transmission and storage.
Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

On lifetime enhancement of dynamic wireless sensor networks with energy-harvesting sensors.
Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

An incremental learning classification algorithm based on forgetting factor for eHealth networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Big Data Analytics for Price Forecasting in Smart Grids.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
A Game Theory-Based Energy Management System Using Price Elasticity for Smart Grids.
IEEE Trans. Ind. Informatics, 2015

LKM: A LDA-Based <i>K</i>-Means Clustering Algorithm for Data Analysis of Intrusion Detection in Mobile Sensor Networks.
Int. J. Distributed Sens. Networks, 2015

MAC Protocol in Wireless Body Area Network for Mobile Health: A Survey and an Architecture Design.
Int. J. Distributed Sens. Networks, 2015

SAFM: An Adaptive Socially Aware Feedback Mechanism in Delay Tolerant Sensor Networks.
Int. J. Distributed Sens. Networks, 2015

Combining network coding and compressed sensing for error correction in wireless sensor networks.
Int. J. Commun. Syst., 2015

LDPA: a local data processing architecture in ambient assisted living communications.
IEEE Commun. Mag., 2015

IEEE Access Special Section Editorial: Industrial Sensor Networks With Advanced Data Management: Design And Security.
IEEE Access, 2015

An improved artificial bee colony algorithm for cloud computing service composition.
Proceedings of the 11th International Conference on Heterogeneous Networking for Quality, 2015

Comprehensive learning particle swarm optimization with Tabu operator based on ripple neighborhood for global optimization.
Proceedings of the 11th International Conference on Heterogeneous Networking for Quality, 2015

CRF-TM: A Conditional Random Field Method for Predicting Transmembrane Topology.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

A harvesting-rate oriented self-adaptive algorithm in Energy-Harvesting Wireless Body Area Networks.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Review on MAC Protocols in Energy-Harvesting Wireless Body Area Networks.
Proceedings of the International Conference on Identification, 2015

Adaptive TDMA-based MAC protocol in energy harvesting wireless body area network for mobile health.
Proceedings of the IECON 2015, 2015

Predicting Helix Boundaries of α-Helix Transmembrane Protein with Feedback Conditional Random Fields.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

A Context-aware Data Processing Model in power communication networks.
Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015

Secrecy analysis for forward link multi-user massive MIMO system with MRT precoding.
Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015

NAPR: A node activity-based probabilistic routing algorithm in Delay Tolerant-Mobile Sensor Networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

An improved spray and wait algorithm based on RVNS in Delay Tolerant Mobile Sensor Networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

A Social Awareness based Feedback Mechanism for delivery reliability in Delay Tolerant Networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Joint Power and Reduced Spectral Leakage-Based Resource Allocation for D2D Communications in 5G.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

An Energy-Balanced Multi-Hop Relay Transmission Scheme Based on RVNS in DTMSN.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

An improved FFT architecture optimized for reconfigurable application specified processor.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

Lateral asynchronous and vertical synchronous 3D Network on Chip with double pumped vertical links.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

A high performance parallel VLSI design of matrix inversion.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

2014
An Improved Routing Algorithm Based on Social Link Awareness in Delay Tolerant Networks.
Wirel. Pers. Commun., 2014

Compressive network coding for error control in wireless sensor networks.
Wirel. Networks, 2014

A context-aware system architecture for leak point detection in the large-scale petrochemical industry.
IEEE Commun. Mag., 2014

An improved online learning algorithm and its applications on leak points prediction of gas pipe in petrochemical industries.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

A model-matching algorithm based on improved BP over out-of-order streams.
Proceedings of the IEEE International Conference on Communications, 2014

An improved congestion control algorithm based on social awareness in Delay Tolerant Networks.
Proceedings of the IEEE International Conference on Communications, 2014

A data placement strategy based on clustering and consistent hashing algorithm in cloud computing.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2013
A query-matching mechanism over out-of-order event stream in IOT.
Int. J. Ad Hoc Ubiquitous Comput., 2013

An Efficient Routing Algorithm Based on Social Awareness in DTNs.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

DAS: A dynamic assignment scheduling algorithm for stream computing in distributed applications.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2008
A Novel Location-Aided Routing Algorithm for MANETs.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008

An incentive mechanism for charging scheme in heterogeneous collaborative networks.
Proceedings of the 12th International Conference on CSCW in Design, 2008

2007
Modeling path capacity in multi-hop IEEE 802.11 networks for QoS services.
IEEE Trans. Wirel. Commun., 2007

Distributed Cooperative Rate Adaptation for Energy Efficiency in IEEE 802.11-Based Multihop Networks.
IEEE Trans. Veh. Technol., 2007

2006
Distributed cooperative rate adaptation for energy efficiency in IEEE 802.11-based multi-hop networks.
Proceedings of the 3rd International ICST Conference on Quality of Service in Heterogeneous Wired/Wireless Networks, 2006

Modeling Path Capacity in Multi-hop IEEE 802.11 Networks for QoS Services.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006


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