Edith C. H. Ngai

Affiliations:
  • University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong
  • Uppsala University, Sweden (former)


According to our database1, Edith C. H. Ngai authored at least 151 papers between 2002 and 2024.

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Bibliography

2024
Lightweight Imitation Learning for Real-Time Cooperative Service Migration.
IEEE Trans. Mob. Comput., February, 2024

Emotion Recognition From Gait Analyses: Current Research and Future Directions.
IEEE Trans. Comput. Soc. Syst., February, 2024

: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data.
IEEE Trans. Vis. Comput. Graph., January, 2024

AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection.
CoRR, 2024

2023
Radio2Text: Streaming Speech Recognition Using mmWave Radio Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

A Data-Driven Context-Aware Health Inference System for Children during School Closures.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

Byzantine-Robust Aggregation in Federated Learning Empowered Industrial IoT.
IEEE Trans. Ind. Informatics, 2023

ENORA: Empowering Energy-Neutral Operation in LoRa Networks via Embedded Intelligence.
IEEE Netw., 2023

Leveraging Machine Learning for Disease Diagnoses Based on Wearable Devices: A Survey.
IEEE Internet Things J., 2023

Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning.
CoRR, 2023

HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data.
CoRR, 2023

FedIN: Federated Intermediate Layers Learning for Model Heterogeneity.
CoRR, 2023

An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning.
CoRR, 2023

Human Activity Recognition From Motion and Acoustic Sensors Using Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Health Profiling Framework for Children Leveraging Multimodal Learning Based on Ambient Sensor Signals.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
NB-IoT Coverage and Sensor Node Connectivity in Dense Urban Environments: An Empirical Study.
ACM Trans. Sens. Networks, 2022

Understanding Drivers' Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation.
IEEE Trans. Intell. Transp. Syst., 2022

Auto-weighted Robust Federated Learning with Corrupted Data Sources.
ACM Trans. Intell. Syst. Technol., 2022

Guest Editorial Special Issue on Green Communications and Networking With Machine Intelligence for Smart Cities.
IEEE Trans. Green Commun. Netw., 2022

Guest Editorial Special Issue on Collaborative Edge Computing for Social Internet of Things Systems.
IEEE Trans. Comput. Soc. Syst., 2022

High-Resolution Tap-Based IoT System for Flow Data Collection and Water End-Use Analysis.
IEEE Internet Things J., 2022

Postgraduate Student Depression Assessment by Multimedia Gait Analysis.
IEEE Multim., 2022

Exploiting Features and Logits in Heterogeneous Federated Learning.
CoRR, 2022

Blades: A Simulator for Attacks and Defenses in Federated Learning.
CoRR, 2022

Personalized Video Fragment Recommendation.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

Energy-Efficient Monitoring of Potential Side Effects from COVID-19 Vaccines.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Radio2Speech: High Quality Speech Recovery from Radio Frequency Signals.
Proceedings of the Interspeech 2022, 2022

An Intelligent Route Guidance Strategy based on Congestion Type for ITS.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Secure Information Fusion using Local Posterior for Distributed Cyber-Physical Systems.
IEEE Trans. Mob. Comput., 2021

Editorial: Special Section on Pervasive Edge Computing for Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2021

Scalable Belief Updating for Urban Air Quality Modeling and Prediction.
Trans. Data Sci., 2021

Special Issue on "Toward Intelligent Internet of Medical Things and its COVID-19 Applications and Beyond".
IEEE Internet Things J., 2021

IEEE Access Special Section Editorial: Artificial Intelligence (AI)-Empowered Intelligent Transportation Systems.
IEEE Access, 2021

FedHe: Heterogeneous Models and Communication-Efficient Federated Learning.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

2020
Guest Editorial: Introduction to the Special Section on Data-Driven IoT for Smart Cities.
IEEE Trans. Netw. Sci. Eng., 2020

Modeling Human Activity With Seasonality Bursty Dynamics.
IEEE Trans. Ind. Informatics, 2020

Towards Pricing for Sensor-Cloud.
IEEE Trans. Cloud Comput., 2020

Real-time air pollution monitoring with sensors on city bus.
Digit. Commun. Networks, 2020

Emotion Recognition From Gait Analyses: Current Research and Future Directions.
CoRR, 2020

Approximate Gaussian Process Regression and Performance Analysis Using Composite Likelihood.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

A New Skeletal Representation Based on Gait for Depression Detection.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Cooperative Wireless Edges with Composite Resource Allocation in Hierarchical Networks.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

2019
Stochastic Computation Offloading and Trajectory Scheduling for UAV-Assisted Mobile Edge Computing.
IEEE Internet Things J., 2019

Joint Resource Allocation for Latency-Sensitive Services Over Mobile Edge Computing Networks With Caching.
IEEE Internet Things J., 2019

Depression Prevalence in Postgraduate Students and Its Association With Gait Abnormality.
IEEE Access, 2019

Exploiting Blockchain Data to Detect Smart Ponzi Schemes on Ethereum.
IEEE Access, 2019

Distributed Machine Learning for Internet-of-Things in Smart Cities.
Proceedings of the IEEE International Conference on Industrial Internet, 2019

Gaussian Process Learning for Distributed Sensor Networks under False Data Injection Attacks.
Proceedings of the 2019 IEEE Conference on Dependable and Secure Computing, 2019

2018
Crowdsourcing for Mobile Networks and IoT.
Wirel. Commun. Mob. Comput., 2018

Buffer State is Enough: Simplifying the Design of QoE-Aware HTTP Adaptive Video Streaming.
IEEE Trans. Broadcast., 2018

SADHealth: A Personal Mobile Sensing System for Seasonal Health Monitoring.
IEEE Syst. J., 2018

Dependency- and similarity-aware caching for HTTP adaptive streaming.
Multim. Tools Appl., 2018

Energy-Latency Tradeoff for Energy-Aware Offloading in Mobile Edge Computing Networks.
IEEE Internet Things J., 2018

Ubiquitous Transmission of Multimedia Sensor Data in Internet of Things.
IEEE Internet Things J., 2018

Privacy-preserving scheme in social participatory sensing based on Secure Multi-party Cooperation.
Comput. Commun., 2018

A City-Wide Real-Time Traffic Management System: Enabling Crowdsensing in Social Internet of Vehicles.
IEEE Commun. Mag., 2018

Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Spatio-Temporal Aware Collaborative Mobile Sensing with Online Multi-Hop Calibration.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

2017
Profiling Energy Efficiency and Data Communications for Mobile Internet of Things.
Wirel. Commun. Mob. Comput., 2017

Privacy-Preserving Social Tie Discovery Based on Cloaked Human Trajectories.
IEEE Trans. Veh. Technol., 2017

Guest Editorial Special Section on Internet-of-Things for Smart Cities and Urban Informatics.
IEEE Trans. Ind. Informatics, 2017

On Energy-Efficient Offloading in Mobile Cloud for Real-Time Video Applications.
IEEE Trans. Circuits Syst. Video Technol., 2017

Subtask Scheduling for Distributed Robots in Cloud Manufacturing.
IEEE Syst. J., 2017

Can We Make a Cake and Eat it Too? A Discussion of ICN Security and Privacy.
Comput. Commun. Rev., 2017

GECKO: Gamer Experience-Centric Bitrate Control Algorithm for Cloud Gaming.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Path planning for aerial sensor networks with connectivity constraints.
Proceedings of the IEEE International Conference on Communications, 2017

Employing attribute-based encryption in systems with resource constrained devices in an information-centric networking context.
Proceedings of the Global Internet of Things Summit, 2017

Poster: Cloud-Based Data Fusion in GreenIoT for Smart Cities.
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, 2017

2016
A Dynamic Graph-Based Scheduling and Interference Coordination Approach in Heterogeneous Cellular Networks.
IEEE Trans. Veh. Technol., 2016

Energy-Efficient Collaborative Outdoor Localization for Participatory Sensing.
Sensors, 2016

On providing sink anonymity for wireless sensor networks.
Secur. Commun. Networks, 2016

A security patch addressing bandwidth request vulnerabilities in the IEEE 802.16 standard.
IEEE Netw., 2016

Editorial for QShine 2014 Special Issue.
Mob. Networks Appl., 2016

Guest Editorial Special Issue on Cloud Computing for IoT.
IEEE Internet Things J., 2016

Cloud-Assisted Data Fusion and Sensor Selection for Internet of Things.
IEEE Internet Things J., 2016

Internet of Things for Smart Cities: Interoperability and Open Data.
IEEE Internet Comput., 2016

Information-centric Networking and Security (Dagstuhl Seminar 16251).
Dagstuhl Reports, 2016

868 MHz Wireless Sensor Network - A Study.
CoRR, 2016

[Invited Paper] Native IP Connectivity for Sensors and Actuators in Home Area Network.
Proceedings of the Smart Grid Inspired Future Technologies, 2016

FOCUS: Robust Visual Codes for Everyone.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Data Modelling with Gaussian Process in Sensor Networks for Urban Environmental Monitoring.
Proceedings of the 24th IEEE International Symposium on Modeling, 2016

Dependency-aware caching for HTTP Adaptive Streaming.
Proceedings of the Digital Media Industry & Academic Forum, 2016

Personalized mobile-assisted smart transportation.
Proceedings of the Digital Media Industry & Academic Forum, 2016

2015
SAfeDJ: A Crowd-Cloud Codesign Approach to Situation-Aware Music Delivery for Drivers.
ACM Trans. Multim. Comput. Commun. Appl., 2015

A Survey on Mobile Social Networks: Applications, Platforms, System Architectures, and Future Research Directions.
IEEE Commun. Surv. Tutorials, 2015

Green Internet of Things for Smart World.
IEEE Access, 2015

Facilities collaboration in cloud manufacturing based on generalized collaboration network.
Proceedings of the 11th International Conference on Heterogeneous Networking for Quality, 2015

Towards In Time Music Mood-Mapping for Drivers: A Novel Approach.
Proceedings of the 5th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, 2015

SH-CRAN: Hierarchical Framework to Support Mobile Big Data Computing in a Secure Manner.
Proceedings of the 2015 Workshop on Mobile Big Data, 2015

Privacy Preserving Social Tie Discovery Based on Cloaked Human Trajectories.
Proceedings of the 7th International Workshop on Hot Topics in Planet-scale mObile computing and online Social neTworking, 2015

Collaborative localization in participatory sensing with load balancing.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Green small cell planning in smart cities under dynamic traffic demand.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

PM2: 5 monitoring using images from smartphones in participatory sensing.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Experiences from a field test using ICN for live video streaming.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Health Drive: Mobile Healthcare Onboard Vehicles to Promote Safe Driving.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Vulnerable Friend Identification: Who Should You Beware of Most in Online Social Networks?
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Energy-Efficient Collaborative Localization for Participatory Sensing System.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Pricing Models for Sensor-Cloud.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Energy Efficiency as an Orchestration Service for Mobile Internet of Things.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

2014
Quality-of-information-aware data collection for mobile sensor networks.
Pervasive Mob. Comput., 2014

Energy-efficient automatic location-triggered applications on smartphones.
Comput. Commun., 2014

Multidimensional context-aware social network architecture for mobile crowdsensing.
IEEE Commun. Mag., 2014

Incentive mechanism for participatory sensing under budget constraints.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Poster - SAfeDJ community: situation-aware in-car music delivery for safe driving.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Mood-fatigue analyzer: towards context-aware mobile sensing applications for safe driving.
Proceedings of the 1st ACM Workshop on Middleware for Context-Aware Applications in the IoT, 2014

A novel incentive negotiation mechanism for participatory sensing under budget constraints.
Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

Energy-efficient sensor selection for data quality and load balancing in wireless sensor networks.
Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

Poster abstract: SADSense: personalized mobile sensing for seasonal effects on health.
Proceedings of the IPSN'14, 2014

Poster abstract: supporting heterogeneous LCD/camera links.
Proceedings of the IPSN'14, 2014

Ubiquitous sensor data collection with mobile users.
Proceedings of the International Conference on Computing, Networking and Communications, 2014

Information-centric collaborative data collection for mobile devices in wireless sensor networks.
Proceedings of the IEEE International Conference on Communications, 2014

2013
On providing location privacy for mobile sinks in wireless sensor networks.
Wirel. Networks, 2013

Cloud gaming: architecture and performance.
IEEE Netw., 2013

Optimising quality of information in data collection for mobile sensor networks.
Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013

SoNIC: classifying interference in 802.15.4 sensor networks.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

2012
A location-based publish/subscribe framework for wireless sensors and mobile phones.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

An optimisation-based approach for wireless sensor deployment in mobile sensing environments.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Collaborative view synthesis for interactive multi-view video streaming.
Proceedings of the Network and Operating System Support for Digital Audio and Video Workshop, 2012

On location privacy and quality of information in participatory sensing.
Proceedings of the Q2SWinet'12, 2012

A Glimpse of Energy-Efficient Location-Triggered Mobile Application Design and Implementation in Data Collection Scenarios.
Proceedings of the 8th International Conference on Mobile Ad-hoc and Sensor Networks, 2012

Context-aware sensor data dissemination for mobile users in remote areas.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

A Ubiquitous Publish/Subscribe Platform for Wireless Sensor Networks with Mobile Mules.
Proceedings of the IEEE 8th International Conference on Distributed Computing in Sensor Systems, 2012

2011
Wireless sensor deployment for collaborative sensing with mobile phones.
Comput. Networks, 2011

RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks.
Proceedings of the IEEE 10th International Conference on Trust, 2011

Cooperative state estimation for preserving privacy of user behaviors in smart grid.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

OppSense: Information sharing for mobile phones in sensing field with data repositories.
Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011

Privacy-aware probabilistic sampling for data collection in wireless sensor networks.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

A distributed Swarm-Intelligent Localization for sensor networks with mobile nodes.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Adaptive collaborative sensing using mobile phones and stationary sensors.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2011), 2011

2010
Adaptive Random Re-Routing for Differentiated QoS in Sensor Networks.
Comput. J., 2010

A delay-aware reliable event reporting framework for wireless sensor-actuator networks.
Ad Hoc Networks, 2010

Quality-Of-Information Aware Data Delivery for Wireless Sensor Networks: Description and Experiments.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Sensei-UU - A Relocatable WSN Testbed Supporting Repeatable Node Mobility.
Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010

An Adaptive Cross-Layer Design for Prioritized Traffic in Wireless Communications.
Proceedings of the Sixth International Conference on Mobile Ad-hoc and Sensor Networks, 2010

Wireless sensor network deployment in mobile phones assisted environment.
Proceedings of the 18th International Workshop on Quality of Service, 2010

2009
An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks.
IEEE Trans. Veh. Technol., 2009

Information-aware traffic reduction for wireless sensor networks.
Proceedings of the 34th Annual IEEE Conference on Local Computer Networks, 2009

On providing sink anonymity for sensor networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009

2008
Adaptive QoS routing for significant events in wireless sensor networks.
Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008

Lightweight clustering in wireless sensor-actuator networks on obstructed environments.
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Information Quality aware sensor network services.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
An efficient intruder detection algorithm against sinkhole attacks in wireless sensor networks.
Comput. Commun., 2007

POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Delay-Minimized Route Design for Wireless Sensor-Actuator Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks.
Proceedings of the Global Communications Conference, 2007

2006
An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

A point-distribution index and its application to sensor-grouping in wireless sensor networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006

On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2006

2004
Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks.
Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCS 2004 Workshops), 2004

2002
XVIP: An XML-Based Video Information Processing System.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002


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