Pan Li

Orcid: 0000-0001-6522-2446

Affiliations:
  • Case Western Reserve University, Department of Electrical Engineering and Computer Science, Cleveland, OH, USA
  • Mississippi State University, USA (2009 - 2015)
  • University of Florida, Gainesville, FL, USA (PhD 2009)


According to our database1, Pan Li authored at least 150 papers between 2007 and 2024.

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Bibliography

2024
SlaugFL: Efficient Edge Federated Learning With Selective GAN-Based Data Augmentation.
IEEE Trans. Mob. Comput., December, 2024

Privacy-Preserving Fingerprinting Against Collusion and Correlation Threats in Genomic Data.
Proc. Priv. Enhancing Technol., 2024

Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities.
IEEE Commun. Surv. Tutorials, 2024

Less is More: Revisiting the Gaussian Mechanism for Differential Privacy.
Proceedings of the 33rd USENIX Security Symposium, 2024

Fed2VAEs: An Efficient Privacy-Preserving Federated Learning Approach Based on Variational Autoencoders.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Blockchain-Empowered Distributed Additive Manufacturing-as-a-Service: An Architectural Perspective.
IEEE Netw., September, 2023

Enhanced Embedded AutoEncoders: An Attribute-Preserving Face De-Identification Framework.
IEEE Internet Things J., June, 2023

Collusion-Resistant Worker Recruitment in Crowdsourcing Systems.
IEEE Trans. Mob. Comput., 2023

Towards Robust Fingerprinting of Relational Databases by Mitigating Correlation Attacks.
IEEE Trans. Dependable Secur. Comput., 2023

Privacy-Preserving Database Fingerprinting.
Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Optimal Resource Allocation for U-Shaped Parallel Split Learning.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Continuous Authentication Using Human-Induced Electric Potential.
Proceedings of the Annual Computer Security Applications Conference, 2023

2022
Energy-Efficient Computation Offloading in Mobile Edge Computing Systems With Uncertainties.
IEEE Trans. Wirel. Commun., 2022

Parallel Secure Outsourcing of Large-Scale Nonlinearly Constrained Nonlinear Programming Problems.
IEEE Trans. Big Data, 2022

Robust Fingerprinting of Genomic Databases.
CoRR, 2022

Energy-Efficient Computation Offloading in MobileEdge Computing Systems with Uncertainties.
CoRR, 2022

Genomic Data Sharing under Dependent Local Differential Privacy.
Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

2021
Data-Driven Caching With Users' Content Preference Privacy in Information-Centric Networks.
IEEE Trans. Wirel. Commun., 2021

ECONOMY: Point Clouds-Based Energy-Efficient Autonomous Navigation for UAVs.
IEEE Trans. Netw. Sci. Eng., 2021

STEP: A Spatio-Temporal Fine-Granular User Traffic Prediction System for Cellular Networks.
IEEE Trans. Mob. Comput., 2021

SecFact: Secure Large-scale QR and LU Factorizations.
IEEE Trans. Big Data, 2021

Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism.
Proc. VLDB Endow., 2021

Deep Q-Network-Based Feature Selection for Multisourced Data Cleaning.
IEEE Internet Things J., 2021

Toward Combatting COVID-19: A Risk Assessment System.
IEEE Internet Things J., 2021

Differentially-Private Fingerprinting of Relational Databases.
CoRR, 2021

The Curse of Correlations for Robust Fingerprinting of Relational Databases.
Proceedings of the RAID '21: 24th International Symposium on Research in Attacks, 2021

Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework.
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Channel State Information Prediction for 5G Wireless Communications: A Deep Learning Approach.
IEEE Trans. Netw. Sci. Eng., 2020

Unsupervised Anomaly Detection in IoT Systems for Smart Cities.
IEEE Trans. Netw. Sci. Eng., 2020

Earthquake Prediction Based on Spatio-Temporal Data Mining: An LSTM Network Approach.
IEEE Trans. Emerg. Top. Comput., 2020

Community Detection in Online Social Networks: A Differentially Private and Parsimonious Approach.
IEEE Trans. Comput. Soc. Syst., 2020

Spectrum Availability Prediction for Cognitive Radio Communications: A DCG Approach.
IEEE Trans. Cogn. Commun. Netw., 2020

AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models.
IEEE Internet Things J., 2020

Secure and Efficient Data Sharing in Dynamic Vehicular Networks.
IEEE Internet Things J., 2020

TrafficChain: A Blockchain-Based Secure and Privacy-Preserving Traffic Map.
IEEE Access, 2020

Preserving Genomic Privacy via Selective Sharing.
Proceedings of the WPES'20: Proceedings of the 19th Workshop on Privacy in the Electronic Society, 2020

Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub.
Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

2019
CATE: Cloud-Aided Trustworthiness Evaluation Scheme for Incompletely Predictable Vehicular Ad Hoc Networks.
IEEE Trans. Veh. Technol., 2019

Efficient Secure Outsourcing of Large-Scale Convex Separable Programming for Big Data.
IEEE Trans. Big Data, 2019

Human Behavior Deep Recognition Architecture for Smart City Applications in the 5G Environment.
IEEE Netw., 2019

Joint Offloading and Transmission Power Control for Mobile Edge Computing.
IEEE Access, 2019

Optimal Transportation Network Company Vehicle Dispatching via Deep Deterministic Policy Gradient.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2019

Learning to Learn Gradient Aggregation by Gradient Descent.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Quantized Adversarial Training: An Iterative Quantized Local Search Approach.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

PerRNN: Personalized Recurrent Neural Networks for Acceleration-Based Human Activity Recognition.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Differentially Private Functional Mechanism for Generative Adversarial Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

MastDP: Matching Based Double Auction Mechanism for Spectrum Trading with Differential Privacy.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Exploring Spatial-Temporal Patterns From Individual User Cellular Traffic.
Proceedings of the 2019 IEEE International Symposium on Dynamic Spectrum Access Networks, 2019

Securing Task Allocation in Mobile Crowd Sensing: An Incentive Design Approach.
Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

Data Streaming Analysis Framework for Through-time 3D Free-breathing Liver DCE-MRI.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Differentially Private Community Detection in Attributed Social Networks.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018
Green TCP Transmission Over Cognitive Radio Networks.
IEEE Trans. Veh. Technol., 2018

Economic-Robust Transmission Opportunity Auction for D2D Communications in Cognitive Mesh Assisted Cellular Networks.
IEEE Trans. Mob. Comput., 2018

Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations.
IEEE Trans. Big Data, 2018

An Efficient H.264/AVC to HEVC Transcoder for Real-Time Video Communication in Internet of Vehicles.
IEEE Internet Things J., 2018

Cross-Domain Sentiment Classification via a Bifurcated-LSTM.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Design of Radar Electromagnetic Environment Simulation System Based on Altera Stratix® III Series FPGA.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Secure Outsourcing of Matrix Convolutions.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Online Power Control for 5G Wireless Communications: A Deep Q-Network Approach.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Data-Driven Caching with Users' Local Differential Privacy in Information-Centric Networks.
Proceedings of the IEEE Global Communications Conference, 2018

Energy-Based Detection of Defect Injection Attacks in IoT-Enabled Manufacturing.
Proceedings of the IEEE Global Communications Conference, 2018

Efficient Privacy-Preserving Large-Scale CP Tensor Decompositions.
Proceedings of the IEEE Global Communications Conference, 2018

A Novel Real-Time EEG Based Eye State Recognition System.
Proceedings of the Communications and Networking, 2018

A Unified Unsupervised Gaussian Mixture Variational Autoencoder for High Dimensional Outlier Detection.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

When Machine Learning Meets Blockchain: A Decentralized, Privacy-preserving and Secure Design.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A deep multi-task learning approach for ECG data analysis.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

Cost-Sensitive Deep Active Learning for Epileptic Seizure Detection.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud.
Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017
CRIL: An Efficient Online Adaptive Indoor Localization System.
IEEE Trans. Veh. Technol., 2017

Privacy-Preserving Verifiable Set Operation in Big Data for Cloud-Assisted Mobile Crowdsourcing.
IEEE Internet Things J., 2017

Cascading Failure Attacks in the Power System: A Stochastic Game Perspective.
IEEE Internet Things J., 2017

Cognitive Capacity Harvesting Networks: Architectural Evolution Toward Future Cognitive Radio Networks.
IEEE Commun. Surv. Tutorials, 2017

Efficient Privacy-Preserving Outsourcing of Large-Scale QR Factorization.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Energy-Efficient Autonomic Offloading in Mobile Edge Computing.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Practical privacy-preserving spectrum query schemes for database-driven CRNs with multiple service providers.
Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017

Real-time personalized cardiac arrhythmia detection and diagnosis: A cloud computing architecture.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Secure Cloud Computing for Pairwise Sequence Alignment.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
SPA: A Secure and Private Auction Framework for Decentralized Online Social Networks.
IEEE Trans. Parallel Distributed Syst., 2016

Energy-Source-Aware Cost Optimization for Green Cellular Networks with Strong Stability.
IEEE Trans. Emerg. Top. Comput., 2016

A Tutorial on Secure Outsourcing of Large-scale Computations for Big Data.
IEEE Access, 2016

Privacy-preserving verifiable data aggregation and analysis for cloud-assisted mobile crowdsourcing.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Efficient Privacy-Preserving Outsourcing of Large-Scale Convex Separable Programming for Smart Cities.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Privacy-Preserving Spectrum Query with Location Proofs in Database-Driven CRNs.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Efficient Secure Outsourcing of Large-scale Quadratic Programs.
Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016

2015
Spectrum Trading in Multi-Hop Cognitive Radio Networks
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-25631-3, 2015

A holistic energy optimization framework for cloud-assisted mobile computing.
IEEE Wirel. Commun., 2015

Asymmetric Social Proximity Based Private Matching Protocols for Online Social Networks.
IEEE Trans. Parallel Distributed Syst., 2015

MAC-Layer Selfish Misbehavior in IEEE 802.11 Ad Hoc Networks: Detection and Defense.
IEEE Trans. Mob. Comput., 2015

Optimal Scheduling for Multi-Radio Multi-Channel Multi-Hop Cognitive Cellular Networks.
IEEE Trans. Mob. Comput., 2015

Energy Consumption Optimization for Multihop Cognitive Cellular Networks.
IEEE Trans. Mob. Comput., 2015

Resource Harvesting in Cognitive Wireless Computing Networks With Mobile Clouds and Virtualized Distributed Data Centers: Performance Limits.
IEEE Trans. Cogn. Commun. Netw., 2015

Retraining and Dynamic Privilege for Implicit Authentication Systems.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Efficient secure outsourcing of large-scale linear systems of equations.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Verifiable privacy-preserving monitoring for cloud-assisted mHealth systems.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

PPER: Privacy-preserving economic-robust spectrum auction in wireless networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Outsourcing Power System Simulations.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
LocaWard: A Security and Privacy Aware Location-Based Rewarding System.
IEEE Trans. Parallel Distributed Syst., 2014

Cloud-Assisted Mobile-Access of Health Data With Privacy and Auditability.
IEEE J. Biomed. Health Informatics, 2014

When Spectrum Meets Clouds: Optimal Session Based Spectrum Trading under Spectrum Uncertainty.
IEEE J. Sel. Areas Commun., 2014

Optimal Energy Cost for Strongly Stable Multi-hop Green Cellular Networks.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Efficient data collection for wireless rechargeable sensor clusters in Harsh terrains using UAVs.
Proceedings of the IEEE Global Communications Conference, 2014

State estimation for energy theft detection in microgrids.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014

2013
Scanning the literature.
IEEE Wirel. Commun., 2013

Dynamic Energy Management for the Smart Grid With Distributed Energy Resources.
IEEE Trans. Smart Grid, 2013

Multi-Objective Optimal Energy Consumption Scheduling in Smart Grids.
IEEE Trans. Smart Grid, 2013

Crowdsourcing in Cyber-Physical Systems: Stochastic Optimization With Strong Stability.
IEEE Trans. Emerg. Top. Comput., 2013

n-CD: A geometric approach to preserving location privacy in location-based services.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Economic-robust transmission opportunity auction in multi-hop wireless networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Towards auditable cloud-assisted access of encrypted health data.
Proceedings of the IEEE Conference on Communications and Network Security, 2013

2012
Capacity Bounds of Three-Dimensional Wireless Ad Hoc Networks.
IEEE/ACM Trans. Netw., 2012

Smooth Trade-Offs between Throughput and Delay in Mobile Ad Hoc Networks.
IEEE Trans. Mob. Comput., 2012

On the Throughput Capacity of Heterogeneous Wireless Networks.
IEEE Trans. Mob. Comput., 2012

Spectrum Harvesting and Sharing in Multi-Hop CRNs Under Uncertain Spectrum Supply.
IEEE J. Sel. Areas Commun., 2012

Cooperative Communication Aware Link Scheduling for Cognitive Vehicular Networks.
IEEE J. Sel. Areas Commun., 2012

Privacy-preserving energy theft detection in smart grids.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Spectrum clouds: A session based spectrum trading system for multi-hop cognitive radio networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Connectivity of large-scale Cognitive Radio Ad Hoc Networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Throughput maximization of cooperative wireless mesh networks using directional antennas.
Proceedings of the 2012 1st IEEE International Conference on Communications in China (ICCC), 2012

2011
A Storage-Friendly Routing Scheme in Intermittently Connected Mobile Network.
IEEE Trans. Veh. Technol., 2011

The Capacity of Wireless Ad Hoc Networks Using Directional Antennas.
IEEE Trans. Mob. Comput., 2011

Joint routing and link scheduling for cognitive radio networks under uncertain spectrum supply.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

The capacity of three-dimensional wireless ad hoc networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Capacity scaling of multihop cellular networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Coolest Path: Spectrum Mobility Aware Routing Metrics in Cognitive Ad Hoc Networks.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Dealing with the Untrustworthy Auctioneer in Combinatorial Spectrum Auctions.
Proceedings of the Global Communications Conference, 2011

Source Localization on Two-Dimensional Grid.
Proceedings of the Global Communications Conference, 2011

2010
Transport Control Based on Spectrum Switching Detection in Cognitive Radio Ad Hoc Networks.
Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Networks, 2010

Throughput, Delay, and Mobility in Wireless Ad Hoc Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

The Capacity of Heterogeneous Wireless Networks.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Reward and Risk for Opportunistic Spectrum Accessing in Cognitive Radio Networks.
Proceedings of the Global Communications Conference, 2010

2009
Directional medium access control for ad hoc networks.
Wirel. Networks, 2009

SDMAC: Selectively Directional MAC protocol for wireless mobile ad hoc networks.
Wirel. Networks, 2009

Power controlled network protocols for Multi-Rate ad hoc networks.
IEEE Trans. Wirel. Commun., 2009

An adaptive power controlled MAC protocol for wireless ad hoc networks.
IEEE Trans. Wirel. Commun., 2009

Throughput and Delay in Cooperative Wireless Networks With Partial Infrastructure.
IEEE Trans. Veh. Technol., 2009

Admission Control Based on Available Bandwidth Estimation for Wireless Mesh Networks.
IEEE Trans. Veh. Technol., 2009

How to Effectively Use Multiple Channels in Wireless Mesh Networks.
IEEE Trans. Parallel Distributed Syst., 2009

Asymptotic connectivity in wireless ad hoc networks using directional antennas.
IEEE/ACM Trans. Netw., 2009

Impacts of Topology and Traffic Pattern on Capacity of Hybrid Wireless Networks.
IEEE Trans. Mob. Comput., 2009

Capacity and delay of hybrid wireless broadband access networks.
IEEE J. Sel. Areas Commun., 2009

Improving throughput by tuning carrier sensing in 802.11 wireless networks.
Comput. Commun., 2009

RENA: region-based routing in intermittently connected mobile network.
Proceedings of the 12th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2009

2008
Leveraging spatial reuse with adaptive carrier sensing in 802.11 wireless networks.
Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, 2008

Decentralized Routing in Nonhomogeneous Poisson Networks.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Admission Control for Providing QoS in Wireless Mesh Networks.
Proceedings of IEEE International Conference on Communications, 2008

2007
Optimal Placement of Gateways in Vehicular Networks.
IEEE Trans. Veh. Technol., 2007

Asymptotic Connectivity in Wireless Networks Using Directional Antennas.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

Channel Interference in IEEE 802.11b Systems.
Proceedings of the Global Communications Conference, 2007


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