Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer.

[BibT_eX]

[DOI]

Liyue Chen

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks.

[BibT_eX]

[DOI]

Ruiqing Ding

Xiao Han

Leye Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Efficient Federated Matrix Factorization Against Inference Attacks.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Towards Robust Gesture Recognition by Characterizing the Sensing Quality of WiFi Signals.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

The principle of least sensing: a privacy-friendly sensing paradigm for urban big data analytics.

[BibT_eX]

[DOI]

Leye Wang

XRDS, 2022

A Unified Knowledge Graph Service for Developing Domain Language Models in AI Software.

[BibT_eX]

[DOI]

Ruiqing Ding

Xiao Han

Leye Wang

CoRR, 2022

Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks.

[BibT_eX]

[DOI]

CoRR, 2022

Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment.

[BibT_eX]

[DOI]

Jie Zhu

Leye Wang

Xiao Han

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Practical and Secure Federated Recommendation with Personalized Mask.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

Secure Forward Aggregation for Vertical Federated Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

2021

Mobile Crowdsourcing Task Allocation with Differential-and-Distortion Geo-Obfuscation.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2021

Is Hidden Safe? Location Protection against Machine-Learning Prediction Attacks in Social Networks.

[BibT_eX]

[DOI]

Xiao Han

Leye Wang

Weiguo Fan

MIS Q., 2021

WiFi-Sleep: Sleep Stage Monitoring Using Commodity Wi-Fi Devices.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

WiPhone: Smartphone-based Respiration Monitoring Using Ambient Reflected WiFi Signals.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

DistFL: Distribution-aware Federated Learning for Mobile Scenarios.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Towards Position-Independent Sensing for Gesture Recognition with Wi-Fi.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

UVLens: Urban Village Boundary Identification and Population Estimation Leveraging Open Government Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Secure Federated Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach.

[BibT_eX]

[DOI]

Xiao Han

Leye Wang

Junjie Wu

CoRR, 2021

ES-CRF: Embedded Superpixel CRF for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

MSP : Refine Boundary Segmentation via Multiscale Superpixel.

[BibT_eX]

[DOI]

CoRR, 2021

Exploring Context Modeling Techniques on the Spatiotemporal Crowd Flow Prediction.

[BibT_eX]

[DOI]

Liyue Chen

Leye Wang

CoRR, 2021

CityNet: A Multi-city Multi-modal Dataset for Smart City Applications.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-supervised Optimal Transport with Self-paced Ensemble for Cross-hospital Sepsis Early Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Singular Vector Decomposition.

[BibT_eX]

[DOI]

CoRR, 2021

Crowd-Machine Hybrid Urban Sensing and Computing.

[BibT_eX]

[DOI]

Jiangtao Wang

Leye Wang

Yanhui Song

Computer, 2021

2020

HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Grand challenges for the spatial information community.

[BibT_eX]

[DOI]

Leye Wang

Ouri Wolfson

J. Spatial Inf. Sci., 2020

Cyber-Physical-Social-Mediated Communication.

[BibT_eX]

[DOI]

IT Prof., 2020

FingerDraw: Sub-wavelength Level Finger Motion Tracking with WiFi Signals.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Will Online Digital Footprints Reveal Your Relationship Status?: An Empirical Study of Social Applications for Sexual-Minority Men.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

WiBorder: Precise Wi-Fi based Boundary Sensing via Through-wall Discrimination.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Federated Crowdsensing: Framework and Challenges.

[BibT_eX]

[DOI]

Leye Wang

Han Yu

Xiao Han

CoRR, 2020

Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Dynamic Hand Gesture Interaction using LTE Terminals.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Mobile Crowd-Sensing System Based on Participant Selection.

[BibT_eX]

[DOI]

Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

2019

Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

F-PAD: Private Attribute Disclosure Risk Estimation in Online Social Networks.

[BibT_eX]

[DOI]

Xiao Han

Hailiang Huang

Leye Wang

IEEE Trans. Dependable Secur. Comput., 2019

Contactless Respiration Monitoring Using Ultrasound Signal With Off-the-Shelf Audio Devices.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

CreditPrint: Credit Investigation via Geographic Footprints by Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Reinforcement learning-based cell selection in sparse mobile crowdsensing.

[BibT_eX]

[DOI]

Comput. Networks, 2019

Ridesharing car detection by transfer learning.

[BibT_eX]

[DOI]

Artif. Intell., 2019

Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing.

[BibT_eX]

[DOI]

IEEE Access, 2019

Cross-City Transfer Learning for Deep Spatio-Temporal Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A contactless Morse code text input system using COTS wifi devices.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

A real-time and robust intrusion detection system with commodity wi-fi.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

A contactless gesture interaction system using LTE (4G) signals.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Social Mobilization to Reposition Indiscriminately Parked Shareable Bikes.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

CrimeTelescope: crime hotspot prediction based on urban and social media data fusion.

[BibT_eX]

[DOI]

Philippe Cudré-Mauroux

World Wide Web, 2018

GP-selector: a generic participant selection framework for mobile crowdsourcing systems.

[BibT_eX]

[DOI]

World Wide Web, 2018

SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Special issue on extracting crowd intelligence from pervasive and social big data.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2018

Task Allocation in Mobile Crowd Sensing: State-of-the-Art and Future Opportunities.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Task Allocation in Spatial Crowdsourcing: Current State and Future Directions.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Location Privacy-Preserving Data Recovery for Mobile Crowdsensing.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions.

[BibT_eX]

[DOI]

CoRR, 2018

Crowd Flow Prediction by Deep Spatio-Temporal Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Smart City Development With Urban Transfer Learning.

[BibT_eX]

[DOI]

Leye Wang

Bin Guo

Qiang Yang

Computer, 2018

Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Bike flow prediction with multi-graph convolutional networks.

[BibT_eX]

[DOI]

Di Chai

Leye Wang

Qiang Yang

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Geographic Differential Privacy for Mobile Crowd Coverage Maximization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-Generated Digital Footprints.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

ecoSense: Minimize Participants' Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2017

crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

CrowdWatch: Dynamic Sidewalk Obstacle Detection Using Mobile Crowd Sensing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2017

RADAR: Road Obstacle Identification for Disaster Response Leveraging Cross-Domain Urban Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Real-time and generic queue time estimation based on mobile crowdsensing.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

Ridesourcing Car Detection by Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Deep Investment Behavior Profiling by Recurrent Neural Network in P2P Lending.

[BibT_eX]

[DOI]

Xiao Han

Leye Wang

Hailiang Huang

Proceedings of the International Conference on Information Systems, 2017

2016

Facilitating mobile crowdsensing from both organizers' and participants' perspectives. (Facilitation de la collecte participative des données mobiles (mobile crowdsensing) au point de vue des organisateurs et des participants).

[BibT_eX]

[DOI]

Leye Wang

PhD thesis, 2016

iCrowd: Near-Optimal Task Allocation for Piggyback Crowdsensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Fine-Grained Multitask Allocation for Participatory Sensing With a Shared Budget.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2016

CSD: A multi-user similarity metric for community recommendation in online social networks.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Sparse mobile crowdsensing: challenges and opportunities.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2016

An Empirical Study on Preference Distribution of Facebook Users.

[BibT_eX]

[DOI]

Leye Wang

Xiao Han

Longbiao Chen

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

EnUp: Energy-Efficient Data Uploading for Mobile Crowd Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Are You Really Hidden? Estimating current City Exposure Risk in Online Social Networks.

[BibT_eX]

[DOI]

Xiao Han

Leye Wang

Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Differential Location Privacy for Sparse Mobile Crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Dynamic cluster-based over-demand prediction in bike sharing systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015

effSense: A Novel Mobile Crowd-Sensing Framework for Energy-Efficient and Cost-Effective Data Uploading.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2015

EMC<sup>3</sup>: Energy-Efficient Data Transfer in Mobile Crowdsensing under Full Coverage Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2015

EEMC: Enabling Energy-Efficient Mobile Crowdsensing with Anonymous Participants.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Alike people, alike interests? Inferring interest similarity in online social networks.

[BibT_eX]

[DOI]

Decis. Support Syst., 2015

Are You Really Hidden? Predicting Current City from Profile and Social Relationship.

[BibT_eX]

[DOI]

CoRR, 2015

CrowdTasker: Maximizing coverage quality in Piggyback Crowdsensing under budget constraint.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Link prediction for new users in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

CCS-TA: quality-guaranteed online task allocation in compressive crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014

4W1H in mobile crowd sensing.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2014

Taxi Exp: A Novel Framework for City-Wide Package Express Shipping via Taxi Crowd Sourcing.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

CrowdRecruiter: selecting participants for piggyback crowdsensing under probabilistic coverage constraint.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Container throughput estimation leveraging ship GPS traces and open data.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Alike people, alike interests? A large-scale study on interest similarity in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

effSense: energy-efficient and cost-effective data uploading in mobile crowdsensing.

[BibT_eX]

[DOI]

Leye Wang

Daqing Zhang

Haoyi Xiong

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2011

APIExample: An effective web search based usage example recommendation system for java APIs.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

2010

Assisting Developers to Read Code Help-Documents Efficiently through Discovering Document-section Relationships.

[BibT_eX]

Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

Leye Wang

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