Shusen Yang

Orcid: 0000-0002-4495-6237

According to our database1, Shusen Yang authored at least 95 papers between 2008 and 2025.

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Bibliography

2025
FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance.
Future Gener. Comput. Syst., 2025

2024
Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation.
IEEE Trans. Mob. Comput., November, 2024

Knowledge and Data Dual-Driven Fault Diagnosis in Industrial Scenarios: A Survey.
IEEE Internet Things J., June, 2024

TelOps: AI-Driven Operations and Maintenance for Telecommunication Networks.
IEEE Commun. Mag., April, 2024

Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming.
IEEE Trans. Mob. Comput., February, 2024

Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

FtlSPG: A Federated Transfer Learning Framework for Personalized Safety Protective Gear Detection in Electric Power Industry.
IEEE Internet Things J., February, 2024

FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning.
IEEE Trans. Instrum. Meas., 2024

LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition.
CoRR, 2024

Understanding Byzantine Robustness in Federated Learning with A Black-box Server.
CoRR, 2024

Belt and Brace: When Federated Learning Meets Differential Privacy.
CoRR, 2024

Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

VertiMRF: Differentially Private Vertical Federated Data Synthesis.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning.
Proceedings of the IEEE INFOCOM 2024, 2024

Generative Model-Based Feature Knowledge Distillation for Action Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
WaterEdge: Edge-Cloud Collaborative Intelligent Coagulation System for Group-Level Water Treatment Plants.
IEEE Syst. J., December, 2023

Self-attention-based long temporal sequence modeling method for temporal action detection.
Neurocomputing, October, 2023

Lightweight Industrial Image Classifier Based on Federated Few-Shot Learning.
IEEE Trans. Ind. Informatics, June, 2023

HiFlash: Communication-Efficient Hierarchical Federated Learning With Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association.
IEEE Trans. Parallel Distributed Syst., May, 2023

Federated multi-objective reinforcement learning.
Inf. Sci., May, 2023

MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence.
IEEE Internet Things J., May, 2023

RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images.
IEEE J. Sel. Areas Commun., April, 2023

Delay-Oriented Scheduling in 5G Downlink Wireless Networks Based on Reinforcement Learning With Partial Observations.
IEEE/ACM Trans. Netw., February, 2023

ACE: Toward Application-Centric, Edge-Cloud, Collaborative Intelligence.
Commun. ACM, 2023

Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
The Design of User-Centric Mobile Crowdsensing with Cooperative D2D Communications.
IEEE Wirel. Commun., 2022

Context-Aware Multi-Criteria Handover at the Software Defined Network Edge for Service Differentiation in Next Generation Wireless Networks.
IEEE Trans. Serv. Comput., 2022

Locally Private High-Dimensional Crowdsourced Data Release Based on Copula Functions.
IEEE Trans. Serv. Comput., 2022

Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data.
IEEE Trans. Parallel Distributed Syst., 2022

CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression.
IEEE Trans. Parallel Distributed Syst., 2022

IndustEdge: A Time-Sensitive Networking Enabled Edge-Cloud Collaborative Intelligent Platform for Smart Industry.
IEEE Trans. Ind. Informatics, 2022

PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs.
IEEE Trans. Ind. Informatics, 2022

Exploration Across Small Silos: Federated Few-Shot Learning on Network Edge.
IEEE Netw., 2022

EC²Detect: Real-Time Online Video Object Detection in Edge-Cloud Collaborative IoT.
IEEE Internet Things J., 2022

ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence.
CoRR, 2022

LDP-IDS: Local Differential Privacy for Infinite Data Streams.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

SalientVR: saliency-driven mobile 360-degree video streaming with gaze information.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

2021
On the Data Quality in Privacy-Preserving Mobile Crowdsensing Systems with Untruthful Reporting.
IEEE Trans. Mob. Comput., 2021

MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing.
IEEE Trans. Ind. Informatics, 2021

Latent Dirichlet Allocation Model Training With Differential Privacy.
IEEE Trans. Inf. Forensics Secur., 2021

The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models.
BMC Medical Informatics Decis. Mak., 2021

DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data.
IEEE Internet Things J., 2021

p-Power Exponential Mechanisms for Differentially Private Machine Learning.
IEEE Access, 2021

2020
DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data.
CoRR, 2020

OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints.
IEEE Commun. Mag., 2020

SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis.
IEEE Trans. Inf. Forensics Secur., 2019

Energy-Efficient Analytics for Geographically Distributed Big Data.
IEEE Internet Comput., 2019

Asynchronous Federated Learning with Differential Privacy for Edge Intelligence.
CoRR, 2019

On Privacy Protection of Latent Dirichlet Allocation Model Training.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
Data Quality Guarantee for Credible Caching Device Selection in Mobile Crowdsensing Systems.
IEEE Wirel. Commun., 2018

BRPL: Backpressure RPL for High-Throughput and Mobile IoTs.
IEEE Trans. Mob. Comput., 2018

LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy.
IEEE Trans. Inf. Forensics Secur., 2018

2017
Reliability or Sustainability: Optimal Data Stream Estimation and Scheduling in Smart Water Networks.
ACM Trans. Sens. Networks, 2017

Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile Crowdsourcing.
IEEE Trans. Mob. Comput., 2017

Practical Opportunistic Data Collection in Wireless Sensor Networks with Mobile Sinks.
IEEE Trans. Mob. Comput., 2017

IoT Stream Processing and Analytics in the Fog.
IEEE Commun. Mag., 2017

A Cost-Efficient Communication Framework for Battery-Switch-Based Electric Vehicle Charging.
IEEE Commun. Mag., 2017

On Minimizing Energy Cost in Internet-Scale Systems With Dynamic Data.
IEEE Access, 2017

Discrete Strategy Game-theoretic Topology Control in Wireless Sensor Networks.
Proceedings of the 6th International Conference on Sensor Networks (SENSORNETS 2017), 2017

Serendipity of Sharing: Large-Scale Measurement and Analytics for Device-to-Device (D2D) Content Sharing in Mobile Social Networks.
Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017

2016
Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks.
IEEE Wirel. Commun., 2016

Distributed optimization in energy harvesting sensor networks with dynamic in-network data processing.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015
Distributed Real-Time Anomaly Detection in Networked Industrial Sensing Systems.
IEEE Trans. Ind. Electron., 2015

Lightweight Management of Resource-Constrained Sensor Devices in Internet of Things.
IEEE Internet Things J., 2015

Guest Editorial Special Issue on Mobile Crowd Sensing for IoT.
IEEE Internet Things J., 2015

A novel temporal perturbation based privacy-preserving scheme for real-time monitoring systems.
Comput. Networks, 2015

Detection of false data injection attacks in smart-grid systems.
IEEE Commun. Mag., 2015

Backpressure meets taxes: Faithful data collection in stochastic mobile phone sensing systems.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

A Systematic Key Management mechanism for practical Body Sensor Networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Symbiot: Congestion-Driven Multi-resource Fairness for Multi-user Sensor Networks.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

UDRF: Multi-Resource Fairness for Complex Jobs with Placement Constraints.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Distributed Optimal Lexicographic Max-Min Rate Allocation in Solar-Powered Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2014

Distributed Stochastic Cross-Layer Optimization for Multi-Hop Wireless Networks With Cooperative Communications.
IEEE Trans. Mob. Comput., 2014

Toward efficient estimation of available bandwidth for IEEE 802.11-based wireless networks.
J. Netw. Comput. Appl., 2014

Self-Optimizing Citizen-Centric Mobile Urban Sensing Systems.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013
Distributed optimisation in dynamic wireless sensor networks.
PhD thesis, 2013

A survey on the ietf protocol suite for the internet of things: standards, challenges, and opportunities.
IEEE Wirel. Commun., 2013

Distributed Networking in Autonomic Solar Powered Wireless Sensor Networks.
IEEE J. Sel. Areas Commun., 2013

Selfish Mules: Social Profit Maximization in Sparse Sensornets using Rationally-Selfish Human Relays.
IEEE J. Sel. Areas Commun., 2013

Efficiency-Aware: Maximizing Energy Utilization for Sensor Nodes Using Photovoltaic-Supercapacitor Energy Systems.
Int. J. Distributed Sens. Networks, 2013

Multi-protocol Scheduling for Service Provision in WSN.
Proceedings of the SENSORNETS 2013, 2013

Towards energy-efficient cooperative routing algorithms in wireless networks.
Proceedings of the 10th IEEE Consumer Communications and Networking Conference, 2013

2012
HLLS: A History information based Light Location Service for MANETs.
Comput. Networks, 2012

2011
A Cross-Layer Approach Handling Link Asymmetry for Wireless Mesh Access Networks.
IEEE Trans. Veh. Technol., 2011

Improving Route Stability in Mobile Ad hoc Networks Based on Link Lifetime.
J. Commun., 2011

A greedy-based stable multi-path routing protocol in mobile ad hoc networks.
Ad Hoc Networks, 2011

Joint multipath routing and admission control with bandwidth assurance for 802.11-based WMNs.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

On an Efficient Estimation of Available Bandwidth for IEEE 802.11-Based Wireless Networks.
Proceedings of the Global Communications Conference, 2011

2010
Using social network theory for modeling human mobility.
IEEE Netw., 2010

2009
A cross-layer framework for position-based routing and medium access control in heterogeneous mobile <i>ad hoc</i> networks.
Telecommun. Syst., 2009

2008
A location service protocol for heterogeneous mobile ad hoc networks with sparse powerful nodes.
Proceedings of the 5th International Conference on Mobile Technology, 2008

Data packet header overhead reduction for DSR in mobile ad hoc networks.
Proceedings of the 2008 International Conference on Wireless Networks, 2008


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