Tie Luo

Khaled Ramadan

IEEE J. Sel. Areas Commun., May, 2024

Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024

Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and Precision.

[BibT_eX]

[DOI]

Yasmine Mustafa

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation.

[BibT_eX]

[DOI]

Xiaohui Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

CR-SAM: Curvature Regularized Sharpness-Aware Minimization.

[BibT_eX]

[DOI]

Donald C. Wunsch II

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate.

[BibT_eX]

[DOI]

Donald C. Wunsch II

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Catching Elusive Depression via Facial Micro-Expression Recognition.

[BibT_eX]

[DOI]

Xiaohui Chen

IEEE Commun. Mag., October, 2023

YOGA: Deep object detection in the wild with lightweight feature learning and multiscale attention.

[BibT_eX]

[DOI]

Raja Sunkara

Pattern Recognit., July, 2023

Black-Box Attack using Adversarial Examples: A New Method of Improving Transferability.

[BibT_eX]

[DOI]

Donald C. Wunsch

World Sci. Annu. Rev. Artif. Intell., 2023

Digital Twin Graph: Automated Domain-Agnostic Construction, Fusion, and Simulation of IoT-Enabled World.

[BibT_eX]

[DOI]

Jiadi Du

CoRR, 2023

Crowdsourcing-based Model Testing in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Trust, 2023

TSI-GAN: Unsupervised Time Series Anomaly Detection Using Convolutional Cycle-Consistent Generative Adversarial Networks.

[BibT_eX]

[DOI]

Shyam Sundar Saravanan

Mao Van Ngo

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

GNP Attack: Transferable Adversarial Examples Via Gradient Norm Penalty.

[BibT_eX]

[DOI]

Donald C. Wunsch

Proceedings of the IEEE International Conference on Image Processing, 2023

Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Diagnosing Alzheimer's Disease using Early-Late Multimodal Data Fusion with Jacobian Maps.

[BibT_eX]

[DOI]

Yasmine Mustafa

Proceedings of the IEEE International Conference on E-health Networking, 2023

Secure and Efficient Federated Learning in LEO Constellations Using Decentralized Key Generation and On-Orbit Model Aggregation.

[BibT_eX]

[DOI]

Mohamed I. Ibrahem

Proceedings of the IEEE Global Communications Conference, 2023

LightESD: Fully-Automated and Lightweight Anomaly Detection Framework for Edge Computing.

[BibT_eX]

[DOI]

Ronit Das

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022

Adaptive Anomaly Detection for Internet of Things in Hierarchical Edge Computing: A Contextual-Bandit Approach.

[BibT_eX]

[DOI]

Mao V. Ngo

Tony Q. S. Quek

ACM Trans. Internet Things, 2022

Federated learning for LEO constellations via inter-HAP links.

[BibT_eX]

[DOI]

Tony T. Luo

CoRR, 2022

FedHAP: Fast Federated Learning for LEO Constellations using Collaborative HAPs.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Learning Deep Representations via Contrastive Learning for Instance Retrieval.

[BibT_eX]

[DOI]

Donald C. Wunsch

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects.

[BibT_eX]

[DOI]

Raja Sunkara

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Long-Short History of Gradients Is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2022, 2022

AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Data-Free Evaluation of User Contributions in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

A Blockchain-Enabled Quantitative Approach to Trust and Reputation Management with Sparse Evidence.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

CrowdPrivacy: Publish More Useful Data with Less Privacy Exposure in Crowdsourced Location-Based Services.

[BibT_eX]

[DOI]

ACM Trans. Priv. Secur., 2020

Hardness of and approximate mechanism design for the bike rebalancing problem.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2020

Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing.

[BibT_eX]

[DOI]

CoRR, 2020

Contextual-Bandit Anomaly Detection for IoT Data in Distributed Hierarchical Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Coordinated Container Migration and Base Station Handover in Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment.

[BibT_eX]

[DOI]

Leonid Zeynalvand

Jie Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Mechanism Design with Predicted Task Revenue for Bike Sharing Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On Designing Distributed Auction Mechanisms for Wireless Spectrum Allocation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Improving IoT Data Quality in Mobile Crowd Sensing: A Cross Validation Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

2018

Optimal Prizes for All-Pay Contests in Heterogeneous Crowdsourcing.

[BibT_eX]

[DOI]

CoRR, 2018

Distributed Anomaly Detection Using Autoencoder Neural Networks in WSN for IoT.

[BibT_eX]

[DOI]

Sai G. Nagarajan

Proceedings of the 2018 IEEE International Conference on Communications, 2018

MASA: Multi-Agent Subjectivity Alignment for Trustworthy Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Achieving Location Truthfulness in Rebalancing Supply-Demand Distribution for Bike Sharing.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Aspects in Information and Management, 2018

2017

Cooperative Multichannel Directional Medium Access Control for Ad Hoc Networks.

[BibT_eX]

[DOI]

IEEE Syst. J., 2017

Sustainable Incentives for Mobile Crowdsensing.

[BibT_eX]

[DOI]

CoRR, 2017

Sustainable Incentives for Mobile Crowdsensing: Auctions, Lotteries, and Trust and Reputation Systems.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2017

Reshaping Mobile Crowd Sensing Using Cross Validation to Improve Data Credibility.

[BibT_eX]

[DOI]

Leonid Zeynalvand

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Incentive Mechanism Design for Heterogeneous Crowdsourcing Using All-Pay Contests.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Competition-Based Participant Recruitment for Delay-Sensitive Crowdsourcing Applications in D2D Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Incentive Mechanism Design for Crowdsourcing: An All-Pay Auction Approach.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Big Data Management and Analytics for Mobile Crowd Sensing.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2016

Cloud-Enhanced Robotic System for Smart City Crowd Control.

[BibT_eX]

[DOI]

Marimuthu Palaniswami

J. Sens. Actuator Networks, 2016

Evaluating a Development Framework for Engineering Internet of Things Applications.

[BibT_eX]

[DOI]

Pankesh Patel

Umesh Bellur

CoRR, 2016

Selecting most informative contributors with unknown costs for budgeted crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

The Privacy Exposure Problem in Mobile Location-Based Services.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Quality of Contributed Service and Market Equilibrium for Participatory Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2015

Participatory Sensing for Government-Centric Applications: A Singapore Case Study.

[BibT_eX]

[DOI]

CoRR, 2015

Achieving Energy Efficiency for Altruistic DISH: Three Properties.

[BibT_eX]

[DOI]

Tony T. Luo

CoRR, 2015

A crowdsourced WiFi sensing system with an endorsement network in smart cities.

[BibT_eX]

[DOI]

Jason Cheah Jia Liang

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

An endorsement-based reputation system for trustworthy crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Resisting three-dimensional manipulations in distributed wireless spectrum auctions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Crowdsourcing with Tullock contests: A new perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Infrastructureless signal source localization using crowdsourced data for smart-city applications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

An efficient and truthful pricing mechanism for team formation in crowdsourcing markets.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

EndorTrust: An Endorsement-Based Reputation System for Trustworthy and Heterogeneous Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Energy-Efficient Strategies for Cooperative Multi-Channel MAC Protocols.

[BibT_eX]

[DOI]

CoRR, 2014

Fairness and social welfare in service allocation schemes for participatory sensing.

[BibT_eX]

[DOI]

Comput. Networks, 2014

SEW-ing a Simple Endorsement Web to incentivize trustworthy participatory sensing.

[BibT_eX]

[DOI]

Salil S. Kanhere

Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

WiFiScout: A Crowdsensing WiFi Advisory System with Gamification-Based Incentive.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Optimal Prizes for All-Pay Contests in Heterogeneous Crowdsourcing.

[BibT_eX]

[DOI]

Salil S. Kanhere

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

A generic participatory sensing framework for multi-modal datasets.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Profit-maximizing incentive for participatory sensing.

[BibT_eX]

[DOI]

Lirong Xia

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Multi-channel Directional Medium Access Control for ad hoc networks: A cooperative approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

2013

Sensing-Driven Energy Purchasing in Smart Grid Cyber-Physical System.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2013

Comparative study of multicast authentication schemes with application to wide-area measurement system.

[BibT_eX]

[DOI]

Marimuthu Palaniswami

Proceedings of the 8th ACM Symposium on Information, Computer and Communications Security, 2013

2012

Energy-Efficient Strategies for Cooperative Multichannel MAC Protocols.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2012

Sensor OpenFlow: Enabling Software-Defined Wireless Sensor Networks.

[BibT_eX]

[DOI]

Tony Q. S. Quek

IEEE Commun. Lett., 2012

Fairness and social welfare in incentivizing participatory sensing.

[BibT_eX]

[DOI]

Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Network architecture and QoS issues in the internet of things for a smart city.

[BibT_eX]

[DOI]

Jiong Jin

Jayavardhana Gubbi

Marimuthu Palaniswami

Proceedings of the International Symposium on Communications and Information Technologies, 2012

Enhancing responsiveness and scalability for OpenFlow networks via control-message quenching.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2012

2011

Participatory Cyber Physical System in Public Transport Application.

[BibT_eX]

[DOI]

John Kah Soon Lau

Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

2010

A Metric for DISH Networks: Analysis, Implications, and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2010

2009

Cooperative Asynchronous Multichannel MAC: Design, Analysis, and Implementation.

[BibT_eX]

[DOI]

V. Srinivasan

IEEE Trans. Mob. Comput., 2009

Cognitive DISH: Virtual Spectrum Sensing Meets Cooperation.

[BibT_eX]

[DOI]

Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

2008

Analyzing DISH for multi-channel MAC protocols in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2008

2007

Altruistic cooperation for energy-efficient multi-channel MAC protocols.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007

2006

CAM-MAC: A Cooperative Asynchronous Multi-Channel MAC Protocol for Ad Hoc Networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Broadband Communications, 2006

2003

Analyses and improvements of link management protocol for GMPLS-based networks.

[BibT_eX]

[DOI]

Geng-Sheng Kuo

Proceedings of the Global Telecommunications Conference, 2003

1996

Implicitization of Rational Parametric Surfaces.

[BibT_eX]

[DOI]

George J. Fix

Chih-Ping Hsu