Xinglin Zhang

Orcid: 0000-0003-2592-6945

Affiliations:
  • South China University of Technology, School of Computer Science and Engineering, Guangzhou, China
  • Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong (PhD 2014)


According to our database1, Xinglin Zhang authored at least 85 papers between 2013 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

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Bibliography

2026
GMFL: Efficient Global Masking for Federated LLM Fine-tuning.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025
A Pricing Game for Federated Learning Supporting Lightweight Local Model Training.
IEEE Trans. Mob. Comput., November, 2025

Reads: A Personalized Federated Learning Framework With Fine-Grained Layer Aggregation and Decentralized Clustering.
IEEE Trans. Mob. Comput., August, 2025

Demand-Driven Sparse Mobile Crowdsensing With Neighborhood-Aware Reconstruction.
IEEE Internet Things J., July, 2025

DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization.
CoRR, May, 2025

Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization.
CoRR, April, 2025

Unknown Worker Recruitment With Long-Term Incentive in Mobile Crowdsensing.
IEEE Trans. Mob. Comput., February, 2025

Incentive Mechanism Design for Multi-Round Federated Learning With a Single Budget.
IEEE Trans. Netw. Sci. Eng., 2025

A Proactive Trust Evaluation System for Secure Data Collection Based on Sequence Extraction.
IEEE Trans. Dependable Secur. Comput., 2025

Lightweight Clustered Federated Learning via Feature Extraction.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2025

ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Two-Layer Optimization With Utility Game and Resource Control for Federated Learning in Edge Networks.
IEEE Trans. Mob. Comput., December, 2024

Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution.
IEEE Trans. Syst. Man Cybern. Syst., July, 2024

Federated Graph Augmentation for Semisupervised Node Classification.
IEEE Trans. Comput. Soc. Syst., June, 2024

Bidirectional Service Function Chain Embedding for Interactive Applications in Mobile Edge networks.
IEEE Trans. Mob. Comput., May, 2024

LSTAloc: A Driver-Oriented Incentive Mechanism for Mobility-on-Demand Vehicular Crowdsensing Market.
IEEE Trans. Mob. Comput., April, 2024

Distributed Semi-Supervised Learning With Consensus Consistency on Edge Devices.
IEEE Trans. Parallel Distributed Syst., February, 2024

Federated Split Learning via Mutual Knowledge Distillation.
IEEE Trans. Netw. Sci. Eng., 2024

Stackelberg-Game-Based Multi-User Multi-Task Offloading in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2024

2023
Fine-grained Caching and Resource Scheduling for Adaptive Bitrate Videos in Edge Networks.
ACM Trans. Sens. Networks, November, 2023

Incentive Mechanism with Task Bundling for Mobile Crowd Sensing.
ACM Trans. Sens. Networks, August, 2023

Dependent task offloading mechanism for cloud-edge-device collaboration.
J. Netw. Comput. Appl., July, 2023

Revenue Maximizing Online Service Function Chain Deployment in Multi-Tier Computing Network.
IEEE Trans. Parallel Distributed Syst., March, 2023

Multimodal Optimization of Edge Server Placement Considering System Response Time.
ACM Trans. Sens. Networks, February, 2023

Freshness-Aware Incentive Mechanism for Mobile Crowdsensing With Budget Constraint.
IEEE Trans. Serv. Comput., 2023

FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing.
IEEE Trans. Netw. Sci. Eng., 2023

Multi-Task Allocation in Mobile Crowd Sensing With Mobility Prediction.
IEEE Trans. Mob. Comput., 2023

Dependent Application Offloading in Edge Computing.
IEEE Trans. Cloud Comput., 2023

Joint Task Offloading and Service Placement for Mobile Edge Computing: An Online Two-Timescale Approach.
IEEE Trans. Cloud Comput., 2023

RingVKB: A Ring-Shaped Virtual Keyboard Using Low-Cost IMU.
Proc. ACM Hum. Comput. Interact., 2023

EIS: Edge Information-Aware Scheduler for Containerized IoT Applications.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022
Joint Offloading and Resource Allocation Using Deep Reinforcement Learning in Mobile Edge Computing.
IEEE Trans. Netw. Sci. Eng., 2022

Bilateral Privacy-Preserving Truthful Incentive for Mobile Crowdsensing.
IEEE Syst. J., 2022

Fairness-Aware Task Offloading and Resource Allocation in Cooperative Mobile-Edge Computing.
IEEE Internet Things J., 2022

Joint Edge Server Placement and Service Placement in Mobile-Edge Computing.
IEEE Internet Things J., 2022

Privacy-Preserving and Customization-Supported Data Aggregation in Mobile Crowdsensing.
IEEE Internet Things J., 2022

Computation Offloading for Partitionable Applications in Dense Networks: An Evolutionary Game Approach.
IEEE Internet Things J., 2022

2021
Price Learning-based Incentive Mechanism for Mobile Crowd Sensing.
ACM Trans. Sens. Networks, 2021

Task Planning Considering Location Familiarity in Spatial Crowdsourcing.
ACM Trans. Sens. Networks, 2021

iTAM: Bilateral Privacy-Preserving Task Assignment for Mobile Crowdsensing.
IEEE Trans. Mob. Comput., 2021

PACE: Privacy-Preserving and Quality-Aware Incentive Mechanism for Mobile Crowdsensing.
IEEE Trans. Mob. Comput., 2021

Multi-Task Allocation Under Time Constraints in Mobile Crowdsensing.
IEEE Trans. Mob. Comput., 2021

BRAKE: Bilateral Privacy-Preserving and Accurate Task Assignment in Fog-Assisted Mobile Crowdsensing.
IEEE Syst. J., 2021

PRICE: Privacy and Reliability-Aware Real-Time Incentive System for Crowdsensing.
IEEE Internet Things J., 2021

Client Selection for Federated Learning With Non-IID Data in Mobile Edge Computing.
IEEE Access, 2021

Asynchronous Online Service Placement and Task Offloading for Mobile Edge Computing.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

Train Once, Locate Anytime for Anyone: Adversarial Learning based Wireless Localization.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Joint Task Offloading and Payment Determination for Mobile Edge Computing: A Stable Matching Based Approach.
IEEE Trans. Veh. Technol., 2020

Promoting Users' Participation in Mobile Crowdsourcing: A Distributed Truthful Incentive Mechanism (DTIM) Approach.
IEEE Trans. Veh. Technol., 2020

Improving Urban Crowd Flow Prediction on Flexible Region Partition.
IEEE Trans. Mob. Comput., 2020

Duration-Sensitive Task Allocation for Mobile Crowd Sensing.
IEEE Syst. J., 2020

IronM: Privacy-Preserving Reliability Estimation of Heterogeneous Data for Mobile Crowdsensing.
IEEE Internet Things J., 2020

BiCrowd: Online Biobjective Incentive Mechanism for Mobile Crowdsensing.
IEEE Internet Things J., 2020

PriDPM: Privacy-preserving dynamic pricing mechanism for robust crowdsensing.
Comput. Networks, 2020

A set-based differential evolution algorithm for QoS-oriented and cost-effective ridesharing.
Appl. Soft Comput., 2020

Cache Replacement Strategy With Limited Service Capacity in Heterogeneous Networks.
IEEE Access, 2020

BundleSense: A Task-Bundling-Based Incentive Mechanism for Mobile Crowd Sensings.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Enabling Surveillance Cameras to Navigate.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2019
Incentive Mechanisms for Mobile Crowdsensing With Heterogeneous Sensing Costs.
IEEE Trans. Veh. Technol., 2019

Adaptive Label Propagation for Facial Appearance Transfer.
IEEE Trans. Multim., 2019

On Reliable Task Assignment for Spatial Crowdsourcing.
IEEE Trans. Emerg. Top. Comput., 2019

BCOSN: A Blockchain-Based Decentralized Online Social Network.
IEEE Trans. Comput. Soc. Syst., 2019

RTPT: A framework for real-time privacy-preserving truth discovery on crowdsensed data streams.
Comput. Networks, 2019

Location Familiarity Oriented Task Planning in Spatial Crowdsourcing.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018
MPiLoc: Self-Calibrating Multi-Floor Indoor Localization Exploiting Participatory Sensing.
IEEE Trans. Mob. Comput., 2018

Vehicle-Based Bi-Objective Crowdsourcing.
IEEE Trans. Intell. Transp. Syst., 2018

AntMapper: An Ant Colony-Based Map Matching Approach for Trajectory-Based Applications.
IEEE Trans. Intell. Transp. Syst., 2018

Privacy-Preserving Incentive Mechanisms for Mobile Crowdsensing.
IEEE Pervasive Comput., 2018

Content-Aware Face Blending by Label Propagation.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

2017
Toward Efficient Mechanisms for Mobile Crowdsensing.
IEEE Trans. Veh. Technol., 2017

SpatialRecruiter: Maximizing Sensing Coverage in Selecting Workers for Spatial Crowdsourcing.
IEEE Trans. Veh. Technol., 2017

HS-Sign: A Security Enhanced UOV Signature Scheme Based on Hyper-Sphere.
KSII Trans. Internet Inf. Syst., 2017

2016
T-DesP: Destination Prediction Based on Big Trajectory Data.
IEEE Trans. Intell. Transp. Syst., 2016

Incentives for Mobile Crowd Sensing: A Survey.
IEEE Commun. Surv. Tutorials, 2016

A Crowd Wisdom Management Framework for Crowdsourcing Systems.
IEEE Access, 2016

Fast Implementation of Simple Matrix Encryption Scheme on Modern x64 CPU.
Proceedings of the Information Security Practice and Experience, 2016

A superpixel segmentation algorithm based on differential evolution.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

A novel genetic algorithm for constructing uniform test forms of cognitive diagnostic models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Boosting Mobile Apps under Imbalanced Sensing Data.
IEEE Trans. Mob. Comput., 2015

Mobility Increases Localizability: A Survey on Wireless Indoor Localization using Inertial Sensors.
ACM Comput. Surv., 2015

2014
Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing.
IEEE Trans. Parallel Distributed Syst., 2014

Robust Trajectory Estimation for Crowdsourcing-Based Mobile Applications.
IEEE Trans. Parallel Distributed Syst., 2014

Energy-Efficient Neighbor Discovery in Mobile Ad Hoc and Wireless Sensor Networks: A Survey.
IEEE Commun. Surv. Tutorials, 2014

2013
MoLoc: On Distinguishing Fingerprint Twins.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013


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