Tie Luo

Orcid: 0000-0003-2947-3111

Affiliations:
  • Computer Science Department, Missouri University of Science and Technology, Rolla, MO, USA
  • Agency for Science, Technology and Research, Institute for Infocomm Research, Singapore (former)


According to our database1, Tie Luo authored at least 87 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Communication-Efficient Federated Learning for LEO Constellations Integrated With HAPs Using Hybrid NOMA-OFDM.
IEEE J. Sel. Areas Commun., May, 2024

Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning.
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.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

CR-SAM: Curvature Regularized Sharpness-Aware Minimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Catching Elusive Depression via Facial Micro-Expression Recognition.
IEEE Commun. Mag., October, 2023

YOGA: Deep object detection in the wild with lightweight feature learning and multiscale attention.
Pattern Recognit., July, 2023

Black-Box Attack using Adversarial Examples: A New Method of Improving Transferability.
World Sci. Annu. Rev. Artif. Intell., 2023

Digital Twin Graph: Automated Domain-Agnostic Construction, Fusion, and Simulation of IoT-Enabled World.
CoRR, 2023

Crowdsourcing-based Model Testing in Federated Learning.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

TSI-GAN: Unsupervised Time Series Anomaly Detection Using Convolutional Cycle-Consistent Generative Adversarial Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition.
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.
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

GNP Attack: Transferable Adversarial Examples Via Gradient Norm Penalty.
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.
Proceedings of the IEEE International Conference on Communications, 2023

Diagnosing Alzheimer's Disease using Early-Late Multimodal Data Fusion with Jacobian Maps.
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.
Proceedings of the IEEE Global Communications Conference, 2023

LightESD: Fully-Automated and Lightweight Anomaly Detection Framework for Edge Computing.
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.
ACM Trans. Internet Things, 2022

Federated learning for LEO constellations via inter-HAP links.
CoRR, 2022

FedHAP: Fast Federated Learning for LEO Constellations using Collaborative HAPs.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Learning Deep Representations via Contrastive Learning for Instance Retrieval.
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.
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.
Proceedings of the Computer Security - ESORICS 2022, 2022

AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Data-Free Evaluation of User Contributions in Federated Learning.
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.
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.
ACM Trans. Priv. Secur., 2020

Hardness of and approximate mechanism design for the bike rebalancing problem.
Theor. Comput. Sci., 2020

Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing.
CoRR, 2020

Contextual-Bandit Anomaly Detection for IoT Data in Distributed Hierarchical Edge Computing.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Coordinated Container Migration and Base Station Handover in Mobile Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2020

COBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Mechanism Design with Predicted Task Revenue for Bike Sharing Systems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
On Designing Distributed Auction Mechanisms for Wireless Spectrum Allocation.
IEEE Trans. Mob. Comput., 2019

Improving IoT Data Quality in Mobile Crowd Sensing: A Cross Validation Approach.
IEEE Internet Things J., 2019

2018
Optimal Prizes for All-Pay Contests in Heterogeneous Crowdsourcing.
CoRR, 2018

Distributed Anomaly Detection Using Autoencoder Neural Networks in WSN for IoT.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

MASA: Multi-Agent Subjectivity Alignment for Trustworthy Internet of Things.
Proceedings of the 21st International Conference on Information Fusion, 2018

Achieving Location Truthfulness in Rebalancing Supply-Demand Distribution for Bike Sharing.
Proceedings of the Algorithmic Aspects in Information and Management, 2018

2017
Cooperative Multichannel Directional Medium Access Control for Ad Hoc Networks.
IEEE Syst. J., 2017

Sustainable Incentives for Mobile Crowdsensing.
CoRR, 2017

Sustainable Incentives for Mobile Crowdsensing: Auctions, Lotteries, and Trust and Reputation Systems.
IEEE Commun. Mag., 2017

Reshaping Mobile Crowd Sensing Using Cross Validation to Improve Data Credibility.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Incentive Mechanism Design for Heterogeneous Crowdsourcing Using All-Pay Contests.
IEEE Trans. Mob. Comput., 2016

Competition-Based Participant Recruitment for Delay-Sensitive Crowdsourcing Applications in D2D Networks.
IEEE Trans. Mob. Comput., 2016

Incentive Mechanism Design for Crowdsourcing: An All-Pay Auction Approach.
ACM Trans. Intell. Syst. Technol., 2016

Big Data Management and Analytics for Mobile Crowd Sensing.
Mob. Inf. Syst., 2016

Cloud-Enhanced Robotic System for Smart City Crowd Control.
J. Sens. Actuator Networks, 2016

Evaluating a Development Framework for Engineering Internet of Things Applications.
CoRR, 2016

Selecting most informative contributors with unknown costs for budgeted crowdsensing.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

The Privacy Exposure Problem in Mobile Location-Based Services.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Quality of Contributed Service and Market Equilibrium for Participatory Sensing.
IEEE Trans. Mob. Comput., 2015

Participatory Sensing for Government-Centric Applications: A Singapore Case Study.
CoRR, 2015

Achieving Energy Efficiency for Altruistic DISH: Three Properties.
CoRR, 2015

A crowdsourced WiFi sensing system with an endorsement network in smart cities.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

An endorsement-based reputation system for trustworthy crowdsourcing.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Resisting three-dimensional manipulations in distributed wireless spectrum auctions.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Crowdsourcing with Tullock contests: A new perspective.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Infrastructureless signal source localization using crowdsourced data for smart-city applications.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

An efficient and truthful pricing mechanism for team formation in crowdsourcing markets.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

EndorTrust: An Endorsement-Based Reputation System for Trustworthy and Heterogeneous Crowdsourcing.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Energy-Efficient Strategies for Cooperative Multi-Channel MAC Protocols.
CoRR, 2014

Fairness and social welfare in service allocation schemes for participatory sensing.
Comput. Networks, 2014

SEW-ing a Simple Endorsement Web to incentivize trustworthy participatory sensing.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

WiFiScout: A Crowdsensing WiFi Advisory System with Gamification-Based Incentive.
Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Optimal Prizes for All-Pay Contests in Heterogeneous Crowdsourcing.
Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

A generic participatory sensing framework for multi-modal datasets.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Profit-maximizing incentive for participatory sensing.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Multi-channel Directional Medium Access Control for ad hoc networks: A cooperative approach.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Sensing-Driven Energy Purchasing in Smart Grid Cyber-Physical System.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Comparative study of multicast authentication schemes with application to wide-area measurement system.
Proceedings of the 8th ACM Symposium on Information, Computer and Communications Security, 2013

2012
Energy-Efficient Strategies for Cooperative Multichannel MAC Protocols.
IEEE Trans. Mob. Comput., 2012

Sensor OpenFlow: Enabling Software-Defined Wireless Sensor Networks.
IEEE Commun. Lett., 2012

Fairness and social welfare in incentivizing participatory sensing.
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.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

Enhancing responsiveness and scalability for OpenFlow networks via control-message quenching.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2012

2011
Participatory Cyber Physical System in Public Transport Application.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

2010
A Metric for DISH Networks: Analysis, Implications, and Applications.
IEEE Trans. Mob. Comput., 2010

2009
Cooperative Asynchronous Multichannel MAC: Design, Analysis, and Implementation.
IEEE Trans. Mob. Comput., 2009

Cognitive DISH: Virtual Spectrum Sensing Meets Cooperation.
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

2008
Analyzing DISH for multi-channel MAC protocols in wireless networks.
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.
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.
Proceedings of the 3rd International Conference on Broadband Communications, 2006

2003
Analyses and improvements of link management protocol for GMPLS-based networks.
Proceedings of the Global Telecommunications Conference, 2003

1996
Implicitization of Rational Parametric Surfaces.
J. Symb. Comput., 1996


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