Jiangtao Wang

According to our database, Jiangtao Wang authored at least 88 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Compressed Sensing based Data Imputation for Urban Environmental Monitoring.

Qingyi Chang, Dan Tao, Jiangtao Wang, Ruipeng Gao

ACM Trans. Sens. Networks, January, 2024

2023

CrowdManager: An Ontology-Based Interaction and Management Middleware for Heterogeneous Mobile Crowd Sensing.

Yimeng Liu, Zhiwen Yu, Jiangtao Wang, Bin Guo, Jiangbin Su, Jiahao Liao

IEEE Trans. Mob. Comput., November, 2023

Quality-Guaranteed and Cost-Effective Population Health Profiling: A Deep Active Learning Approach.

Long Chen, Jiangtao Wang, Piyushimita (Vonu) Thakuriah

ACM Trans. Comput. Heal., October, 2023

Toward Personalized Federated Learning Via Group Collaboration in IIoT.

Jianfeng Lu, Haibo Liu, Riheng Jia, Jiangtao Wang, Lichao Sun, Shaohua Wan

IEEE Trans. Ind. Informatics, August, 2023

Spatial-Attention and Demographic-Augmented Generative Adversarial Imputation Network for Population Health Data Reconstruction.

Yujie Feng, Jiangtao Wang, Yasha Wang, Xu Chu

IEEE Trans. Big Data, August, 2023

Human-in-the-loop machine learning with applications for population health.

Long Chen, Jiangtao Wang, Bin Guo, Liming Chen

CCF Trans. Pervasive Comput. Interact., March, 2023

Towards Sustainable Compressive Population Health: A GAN-based Year-By-Year Imputation Method.

Yujie Feng, Jiangtao Wang, Yasha Wang, Xu Chu

ACM Trans. Comput. Heal., January, 2023

Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition.

Ke Xu, Jiangtao Wang, Le Zhang, Hongyuan Zhu, Dingchang Zheng

IEEE J. Biomed. Health Informatics, 2023

Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task.

Han Wu, Wenjie Ruan, Jiangtao Wang, Dingchang Zheng, Bei Liu, Yayuan Geng, Xiangfei Chai, Jian Chen, Kunwei Li, Shaolin Li, Sumi Helal

IEEE Trans. Artif. Intell., 2023

Active crowd sensing.

Zhiyong Yu, Jiangtao Wang, Jordán Pascual Espada

Pers. Ubiquitous Comput., 2023

PresSafe: Barometer-Based On-Screen Pressure-Assisted Implicit Authentication for Smartphones.

Muyan Yao, Dan Tao, Ruipeng Gao, Jiangtao Wang, Sumi Helal, Shiwen Mao

IEEE Internet Things J., 2023

Participant-Quantity-Aware Online Task Allocation in Mobile Crowdsensing.

Guisong Yang, Dongsheng Guo, Buye Wang, Xingyu He, Jiangtao Wang, Gang Wang

IEEE Internet Things J., 2023

Predict and Interpret Health Risk using EHR through Typical Patients.

Zhihao Yu, Chaohe Zhang, Yasha Wang, Wen Tang, Jiangtao Wang, Liantao Ma

CoRR, 2023

Exploit the antenna response consistency to define the alignment criteria for CSI data.

Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng

CoRR, 2023

Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study.

Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng

CoRR, 2023

2022

A Green Stackelberg-game Incentive Mechanism for Multi-service Exchange in Mobile Crowdsensing.

Jianfeng Lu, Zhao Zhang, Jiangtao Wang, Ruixuan Li, Shaohua Wan

ACM Trans. Internet Techn., 2022

RL-Recruiter+: Mobility-Predictability-Aware Participant Selection Learning for From-Scratch Mobile Crowdsensing.

Yunfan Hu, Jiangtao Wang, Bo Wu, Sumi Helal

IEEE Trans. Mob. Comput., 2022

Dynamic Probabilistic Graphical Model for Progressive Fake News Detection on Social Media Platform.

Ke Li, Bin Guo, Jiaqi Liu, Jiangtao Wang, Haoyang Ren, Fei Yi, Zhiwen Yu

ACM Trans. Intell. Syst. Technol., 2022

MARVAir: Meteorology Augmented Residual-Based Visual Approach for Crowdsourcing Air Quality Inference.

Muyan Yao, Dan Tao, Jiangtao Wang, Ruipeng Gao, Kunning Sun

IEEE Trans. Instrum. Meas., 2022

Toward Fairness-Aware Time-Sensitive Asynchronous Federated Learning for Critical Energy Infrastructure.

Jianfeng Lu, Haibo Liu, Zhao Zhang, Jiangtao Wang, Sotirios K. Goudos, Shaohua Wan

IEEE Trans. Ind. Informatics, 2022

ISIATasker: Task Allocation for Instant-SensingߝInstant-Actuation Mobile Crowdsensing.

Houchun Yin, Zhiwen Yu, Liang Wang, Jiangtao Wang, Lei Han, Bin Guo

IEEE Internet Things J., 2022

M³Care: Learning with Missing Modalities in Multimodal Healthcare Data.

Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao

CoRR, 2022

Human-in-the-loop Machine Learning: A Macro-Micro Perspective.

Jiangtao Wang, Bin Guo, Liming Chen

CoRR, 2022

M3Care: Learning with Missing Modalities in Multimodal Healthcare Data.

Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao

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

FedAux: An Efficient Framework for Hybrid Federated Learning.

Hang Gu, Bin Guo, Jiangtao Wang, Wen Sun, Jiaqi Liu, Sicong Liu, Zhiwen Yu

Proceedings of the IEEE International Conference on Communications, 2022

2021

Competition-Congestion-Aware Stable Worker-Task Matching in Mobile Crowd Sensing.

Guisong Yang, Buye Wang, Xingyu He, Jiangtao Wang, Haris Pervaiz

IEEE Trans. Netw. Serv. Manag., 2021

Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation.

Chenwang Zheng, Dan Tao, Jiangtao Wang, Lei Cui, Wenjie Ruan, Shui Yu

IEEE Trans. Comput. Soc. Syst., 2021

Profile-Free and Real-Time Task Recommendation in Mobile Crowdsensing.

Guisong Yang, Yanting Li, Xingyu He, Yan Song, Jiangtao Wang, Ming Liu

IEEE Trans. Comput. Soc. Syst., 2021

Task allocation through fuzzy logic based participant density analysis in mobile crowd sensing.

Guisong Yang, Yanglin Zhang, Buye Wang, Xingyu He, Jiangtao Wang, Ming Liu

Peer-to-Peer Netw. Appl., 2021

Fine-Grained and Context-Aware Behavioral Biometrics for Pattern Lock on Smartphones.

Dai Shi, Dan Tao, Jiangtao Wang, Muyan Yao, Zhibo Wang, Houjin Chen, Sumi Helal

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

Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation: An Empirical Study.

Dawei Chen, Jiangtao Wang, Wenjie Ruan, Qiang Ni, Sumi Helal

ACM Trans. Comput. Heal., 2021

Crowd-Machine Hybrid Urban Sensing and Computing.

Jiangtao Wang, Leye Wang, Yanhui Song

Computer, 2021

Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis.

Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Leveraging Both Intra- and Inter-Disease Population Health Data Correlations.

Yujie Feng, Jiangtao Wang, Yasha Wang, Sumi Helal

Proceedings of the WWW '21: The Web Conference 2021, 2021

Does Our Collective Stringency Control the Virus? Investigating Lockdown Effectiveness on Community Mobility Data.

Kangcheng Li, Jiangtao Wang, Zhicen Liu, Yunqi Zhang, Zihao Xie

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients.

Chaohe Zhang, Xin Gao, Liantao Ma, Yasha Wang, Jiangtao Wang, Wen Tang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing.

Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv

IEEE Trans. Mob. Comput., 2020

Estimating Urban Road GPS Environment Friendliness with Bus Trajectories: A City-Scale Approach.

Liantao Ma, Chaohe Zhang, Yasha Wang, Guangju Peng, Chao Chen, Junfeng Zhao, Jiangtao Wang

Sensors, 2020

Understanding and Predicting the Burst of Burnout via Social Media.

Jue Wu, Junyi Ma, Yasha Wang, Jiangtao Wang

Proc. ACM Hum. Comput. Interact., 2020

Generic and Efficient Connectivity Determination for IoT Applications.

Xingyu He, Zhiwei Peng, Jiangtao Wang, Guisong Yang

IEEE Internet Things J., 2020

Swarm-Intelligence-Based Rendezvous Selection via Edge Computing for Mobile Sensor Networks.

Xuxun Liu, Tie Qiu, Bin Dai, Lei Yang, Anfeng Liu, Jiangtao Wang

IEEE Internet Things J., 2020

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

Jiangtao Wang, Junyi Ma, Yasha Wang, Ning Wang, Leye Wang, Daqing Zhang, Feng Wang, Qin Lv

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

Task allocation based on node pair intimacy in wireless sensor networks.

Guisong Yang, Zhao Zhang, Jiangtao Wang, Xingyu He

IET Commun., 2020

Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task.

Han Wu, Wenjie Ruan, Jiangtao Wang, Dingchang Zheng, Shaolin Li, Jian Chen, Kunwei Li, Xiangfei Chai, Sumi Helal

CoRR, 2020

CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis.

Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang

CoRR, 2020

Participants Selection for From-Scratch Mobile Crowdsensing via Reinforcement Learning.

Yunfan Hu, Jiangtao Wang, Bo Wu, Sumi Helal

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

VLD: Smartphone-assisted Vertical Location Detection for Vehicles in Urban Environments.

Xiong Wang, Linghe Kong, Tianpeng Wei, Liang He, Guihai Chen, Jiangtao Wang, Chenren Xu

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

What Happens in Peer-Support, Stays in Peer-Support: Software Architecture for Peer-Sourcing in Mental Health.

Mahsa Honary, Jaejoon Lee, Christopher Bull, Jiangtao Wang, Sumi Helal

Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.

Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.

Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions.

Jiangtao Wang, Yasha Wang, Daqing Zhang, Qin Lv, Chao Chen

IEEE Wirel. Commun., 2019

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

Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Leye Wang, Zhaopeng Qiu

IEEE Trans. Mob. Comput., 2019

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

Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Brian Y. Lim, Leye Wang

IEEE Trans. Mob. Comput., 2019

Learning-Assisted Optimization in Mobile Crowd Sensing: A Survey.

Jiangtao Wang, Yasha Wang, Daqing Zhang, Jorge Gonçalves, Denzil Ferreira, Aku Visuri, Sen Ma

IEEE Trans. Ind. Informatics, 2019

基于领域偏好的可变时间窗口时序数据主题模式识别算法 (Time Series Motif Discovery Algorithm of Variable Length Based on Domain Preference).

Yibo Wang, Guangju Peng, Yuanduo He, Yasha Wang, Junfeng Zhao, Jiangtao Wang

计算机科学, 2019

Crowd-Assisted Machine Learning: Current Issues and Future Directions.

Jiangtao Wang, Yasha Wang, Qin Lv

Computer, 2019

A Survey of Task Allocation: Contrastive Perspectives From Wireless Sensor Networks and Mobile Crowdsensing.

Wenzhong Guo, Weiping Zhu, Zhiyong Yu, Jiangtao Wang, Bin Guo

IEEE Access, 2019

Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study.

Feng Wang, Yasha Wang, Jiangtao Wang, Haoyi Xiong, Junfeng Zhao, Daqing Zhang

Proceedings of the 2019 IEEE SmartWorld, 2019

Multi-Source Data Integration-Based Urban Road GPS Environment Friendliness Estimation.

Liantao Ma, Yasha Wang, Guangju Peng, Chaohe Zhang, Chao Chen, Junfeng Zhao, Jiangtao Wang

Proceedings of the 2019 IEEE SmartWorld, 2019

Correlating MSM's Mental Health with Usage Behaviors on MSM-Specific Social Applications.

Xin Gao, Chaohe Zhang, Liantao Ma, Yasha Wang, Jiangtao Wang, Daqing Zhang

Proceedings of the 2019 IEEE SmartWorld, 2019

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

Xu Chu, Yang Lin, Yasha Wang, Leye Wang, Jiangtao Wang, Jingyue Gao

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

CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare.

Jingyue Gao, Xiting Wang, Yasha Wang, Zhao Yang, Junyi Gao, Jiangtao Wang, Wen Tang, Xing Xie

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Data-Driven Bike Sharing System Optimization: State of the Art and Future Opportunities.

Longbiao Chen, Zhihan Jiang, Jiangtao Wang, Yasha Wang

Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints.

Jingyue Gao, Yuanduo He, Yasha Wang, Xiting Wang, Jiangtao Wang, Guangju Peng, Xu Chu

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

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

Jiangtao Wang, Yasha Wang, Leye Wang, Yuanduo He

World Wide Web, 2018

Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance.

Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong, Chao Chen, Qin Lv, Zhaopeng Qiu

IEEE Trans. Mob. Comput., 2018

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

Jiangtao Wang, Leye Wang, Yasha Wang, Daqing Zhang, Linghe Kong

IEEE Internet Things J., 2018

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

Xu Chu, Yang Lin, Jingyue Gao, Jiangtao Wang, Yasha Wang, Leye Wang

CoRR, 2018

Enabling Human-Centric Smart Cities: Crowdsourcing-Based Practice in China.

Jiangtao Wang, Junfeng Zhao, Yong Zhang, Xin Peng, Ying Li, Yun Xie

Computer, 2018

Energy Saving Techniques in Mobile Crowd Sensing: Current State and Future Opportunities.

Jiangtao Wang, Yasha Wang, Daqing Zhang, Sumi Helal

IEEE Commun. Mag., 2018

2017

CAPFF: A Context-Aware Assistant for Paper Form Filling.

Jiangtao Wang, Yasha Wang, Yafei Wang

IEEE Trans. Hum. Mach. Syst., 2017

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

Jiangtao Wang, Yasha Wang, Daqing Zhang, Leye Wang, Chao Chen, Jae Woong Lee, Yuanduo He

Frontiers Comput. Sci., 2017

PSAllocator: Multi-Task Allocation for Participatory Sensing with Sensing Capability Constraints.

Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Yuanduo He, Liantao Ma

Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016

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

Jiangtao Wang, Yasha Wang, Daqing Zhang, Leye Wang, Haoyi Xiong, Abdelsalam Helal, Yuanduo He, Feng Wang

IEEE Internet Things J., 2016

A Context-Driven Worker Selection Framework for Crowd-Sensing.

Jiangtao Wang, Yasha Wang, Sumi Helal, Daqing Zhang

Int. J. Distributed Sens. Networks, 2016

Towards Future Situation-Awareness: A Conceptual Middleware Framework for Opportunistic Situation Identification.

Kai Yang, Jing Wang, Lixia Bao, Mei Ding, Jiangtao Wang, Yasha Wang

Proceedings of the 12th ACM Symposium on QoS and Security for Wireless and Mobile Networks, 2016

2015

Lowering the Technical Threshold for Organizers to Create and Deliver Mobile Crowd Sensing Applications.

Jiangtao Wang, Yasha Wang, Yuanduo He

Int. J. Distributed Sens. Networks, 2015

WSelector: A Multi-scenario and Multi-view Worker Selection Framework for Crowd-Sensing.

Jiangtao Wang, Sumi Helal, Yasha Wang, Daqing Zhang

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Helping Campaign Initiators Create Mobile Crowd Sensing Apps: A Supporting Framework.

Jiangtao Wang, Yasha Wang, Junfeng Zhao

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

A Situation-Aware and Interactive System for Assisting People Fill out Paper Forms.

Jiangtao Wang, Yasha Wang, Yafei Wang, Junfeng Zhao

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014

Situation Inference by Fusion of Opportunistically Available Contexts.

Jiangtao Wang, Yasha Wang, Hongru Ren, Daqing Zhang

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

PSAFactory: An End-User Programming Tool for Building Participatory Sensing Applications.

Jiangtao Wang, Yasha Wang, Hao Wang

Proceedings of the IEEE International Conference on Global Software Engineeering Workshops, 2014

A Participant Recruitment Framework for Crowdsourcing Based Software Requirement Acquisition.

Hao Wang, Yasha Wang, Jiangtao Wang

Proceedings of the IEEE 9th International Conference on Global Software Engineering, 2014

Citizen Fusion Service Platform for Smart Cities: Architecture, Technologies and Practice.

Fangping Li, Jiangtao Wang

Proceedings of the IEEE International Conference on Global Software Engineeering Workshops, 2014

2013

STERS: A System for Service Trustworthiness Evaluation and Recommendation based on the Trust Network (S).

Yasha Wang, Jiangtao Wang, Yuxing Teng, Junfeng Zhao

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

How Does Acquirer's Participation Influence Performance of Software Projects: A Quantitative Analysis (S).

Yasha Wang, Jiangtao Wang, Jiakuan Ma, Bing Xie

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

OPSitu: A Semantic-Web Based Situation Inference Tool Under Opportunistic Sensing Paradigm.

Jiangtao Wang, Yasha Wang, Yuanduo He

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

QTime: A Queuing-Time Notification System Based on Participatory Sensing Data.

Yasha Wang, Jiangtao Wang, Xiaoyu Zhang

Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013