Hongyu Huang

Orcid: 0000-0001-9052-4868

Affiliations:
  • Chongqing University, College of Computer Science, China
  • Shanghai Jiao Tong University, China (PhD 2009)


According to our database1, Hongyu Huang authored at least 59 papers between 2006 and 2025.

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Bibliography

2025
GK-SMOTE: A Hyperparameter-free Noise-Resilient Gaussian KDE-Based Oversampling Approach.
CoRR, September, 2025

RPWAEAuth: Sensor-Based Continuous Authentication Using Reconstruction Probability in Wasserstein Autoencoder.
ACM Trans. Sens. Networks, March, 2025

Progressive Growth-Based Momentum Contrast for Unsupervised Representative Learning in Classification Tasks.
IEEE Netw. Lett., March, 2025

FedALoRA: Adaptive Local LoRA Aggregation for Personalized Federated Learning in LLM.
IEEE Internet Things J., 2025

DRL-Based Adaptive Multidomain Feature Fusion for Continuous Authentication on Smartphones.
IEEE Internet Things J., 2025

Covert Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning.
Proceedings of the International Joint Conference on Neural Networks, 2025

Entity Backdoor Attacks Against Fine-Tuned Models.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

2024
SNNAuth: Sensor-Based Continuous Authentication on Smartphones Using Spiking Neural Networks.
IEEE Internet Things J., May, 2024

DCI-PFGL: Decentralized Cross-Institutional Personalized Federated Graph Learning for IoT Service Recommendation.
IEEE Internet Things J., April, 2024

Mixed Automatic Adversarial Augmentation Network for Finger-Vein Recognition.
IEEE Trans. Instrum. Meas., 2024

AEGANAuth: Autoencoder GAN-Based Continuous Authentication With Conditional Variational Autoencoder Generative Adversarial Network.
IEEE Internet Things J., 2024

FuMeAuth: Sensor-Based Continuous Authentication Using Fused Memory-Augmented Transformer Autoencoder.
IEEE Internet Things J., 2024

Template Inversion Attack Against Face Recognition Systems in Smart Cities with a Tiny Dataset.
Proceedings of the 20th International Conference on Mobility, Sensing and Networking, 2024

2023
2F-TP: Learning Flexible Spatiotemporal Dependency for Flexible Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., December, 2023

MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2023

A Policy-Hiding Attribute-Based Access Control Scheme in Decentralized Trust Management.
IEEE Internet Things J., October, 2023

Federated Learning for IoT Devices With Domain Generalization.
IEEE Internet Things J., June, 2023

Unifying Uber and taxi data via deep models for taxi passenger demand prediction.
Pers. Ubiquitous Comput., 2023

Privacy-Preserving Travel Time Prediction for Internet of Vehicles: A Crowdsensing and Federated Learning Approach.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
Taxi-Passenger's Destination Prediction via GPS Embedding and Attention-Based BiLSTM Model.
IEEE Trans. Intell. Transp. Syst., 2022

Citywide package deliveries via crowdshipping: minimizing the efforts from crowdsourcers.
Frontiers Comput. Sci., 2022

From driving trajectories to driving paths: a survey on map-matching Algorithms.
CCF Trans. Pervasive Comput. Interact., 2022

2021
IM-LDP: Incentive Mechanism for Mobile Crowd-Sensing Based on Local Differential Privacy.
IEEE Commun. Lett., 2021

Federated Learning with Domain Generalization.
CoRR, 2021

PTA-SC: Privacy-Preserving Task Allocation for Spatial Crowdsourcing.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Find and Dig: A Privacy-Preserving Image Processing Mechanism in Deep Neural Networks for Mobile Computation.
Proceedings of the International Joint Conference on Neural Networks, 2021

$\mathbb {PSG}$: Local Privacy Preserving Synthetic Social Graph Generation.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

Multi-truth Discovery with Correlations of Candidates in Crowdsourcing Systems.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

Enabling Smart Urban Services with GPS Trajectory Data
Springer, ISBN: 978-981-16-0177-4, 2021

2020
A Real-Time Data Collection Mechanism With Trajectory Privacy in Mobile Crowd-Sensing.
IEEE Commun. Lett., 2020

2019
Two Secure Privacy-Preserving Data Aggregation Schemes for IoT.
Wirel. Commun. Mob. Comput., 2019

A Differential Private Mechanism to Protect Trajectory Privacy in Mobile Crowd-Sensing.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

A Memetic Algorithm for Finding the Two-fold Time-dependent Most Beautiful Driving Routes.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

2018
Cryptanalysis and enhancements of image encryption using combination of the 1D chaotic map.
Signal Process., 2018

An Efficient Privacy-Preserving Data Aggregation Scheme for IoT.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2018

2016
Residual energy aware mobile data gathering in wireless sensor networks.
Telecommun. Syst., 2016

2015
Future RFID technology and applications: visions and challenges.
Telecommun. Syst., 2015

2013
Decentralized checking of context inconsistency in pervasive computing environments.
J. Supercomput., 2013

Survey on context-awareness in ubiquitous media.
Multim. Tools Appl., 2013

Detecting Hot Road Mobility of Vehicular Ad Hoc Networks.
Mob. Networks Appl., 2013

2012
A Metropolitan Taxi Mobility Model from Real GPS Traces.
J. Univers. Comput. Sci., 2012

Towards Energy Optimization Using Joint Data Rate Adaptation for BSN and WiFi Networks.
Proceedings of the Seventh IEEE International Conference on Networking, 2012

Empirical study on taxi GPS traces for Vehicular Ad Hoc Networks.
Proceedings of IEEE International Conference on Communications, 2012

2011
A new paradigm for urban surveillance with vehicular sensor networks.
Comput. Commun., 2011

Searching in Internet of Things: Vision and Challenges.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2011

2010
A Novel Bus Lane Enforcement System with Vehicular Sensor Networks.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

META: A Mobility Model of MEtropolitan TAxis Extracted from GPS Traces.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

BSS: A Distributed Top-k Processing in Mobile BusNet for Security Surveillance.
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010

2009
Performance Evaluation of Vehicle-Based Mobile Sensor Networks for Traffic Monitoring.
IEEE Trans. Veh. Technol., 2009

Packet-Oriented Routing in Delay-Tolerant Vehicular Sensor Networks.
J. Inf. Sci. Eng., 2009

VStore: towards cooperative storage in vehicular sensor networks for mobile surveillance.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

LICP: A Look-ahead Intersection Control Policy with Intelligent Vehicles.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

2008
Performance Evaluation of Vehicular DTN Routing under Realistic Mobility Models.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

A Mobile Sensor System and its Performance of Traffic Monitoring.
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008

Traffic Data Processing in Vehicular Sensor Networks.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

DTN Routing in Vehicular Sensor Networks.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Performance Evaluation of SUVnet With Real-Time Traffic Data.
IEEE Trans. Veh. Technol., 2007

2006
Radio Frequency Identification (RFID) Based Reliable Applications for Enterprise Grid.
Proceedings of the Advanced Web and Network Technologies, and Applications, 2006

Combining Wireless Sensor Network with Grid for Intelligent City Traffic.
Proceedings of the Advances in Computer Systems Architecture, 11th Asia-Pacific Conference, 2006


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