QTime: A Queuing-Time Notification System Based on Participatory Sensing Data. - Yasha Wang; Jiangtao Wang 001; Xiaoyu Zhang (COMPSAC, 2013)

OPSitu: A Semantic-Web Based Situation Inference Tool Under Opportunistic Sensing Paradigm. - Jiangtao Wang 001; Yasha Wang; Yuanduo He (MobiQuitous, 2013)

How Does Acquirer's Participation Influence Performance of Software Projects: A Quantitative Analysis (S). - Yasha Wang; Jiangtao Wang 001; Jiakuan Ma; Bing Xie (SEKE, 2013)

STERS: A System for Service Trustworthiness Evaluation and Recommendation based on the Trust Network (S). - Yasha Wang; Jiangtao Wang 001; Yuxing Teng; Junfeng Zhao 001 (SEKE, 2013)

Citizen Fusion Service Platform for Smart Cities: Architecture, Technologies and Practice. - Fangping Li; Jiangtao Wang 001 (ICGSE Workshops, 2014)

A Participant Recruitment Framework for Crowdsourcing Based Software Requirement Acquisition. - Hao Wang 035; Yasha Wang; Jiangtao Wang 001 (ICGSE, 2014)

PSAFactory: An End-User Programming Tool for Building Participatory Sensing Applications. - Jiangtao Wang 001; Yasha Wang; Hao Wang 035 (ICGSE Workshops, 2014)

Situation Inference by Fusion of Opportunistically Available Contexts. - Jiangtao Wang 001; Yasha Wang; Hongru Ren; Daqing Zhang 001 (UIC/ATC/ScalCom, 2014)

A Situation-Aware and Interactive System for Assisting People Fill out Paper Forms. - Jiangtao Wang 001; Yasha Wang; Yafei Wang; Junfeng Zhao 001 (COMPSAC, 2015)

Helping Campaign Initiators Create Mobile Crowd Sensing Apps: A Supporting Framework. - Jiangtao Wang 001; Yasha Wang; Junfeng Zhao 001 (COMPSAC, 2015)

WSelector: A Multi-scenario and Multi-view Worker Selection Framework for Crowd-Sensing. - Jiangtao Wang 001; Sumi Helal; Yasha Wang; Daqing Zhang 001 (UIC/ATC/ScalCom, 2015)

Lowering the Technical Threshold for Organizers to Create and Deliver Mobile Crowd Sensing Applications. - Jiangtao Wang 001; Yasha Wang; Yuanduo He (Int. J. Distributed Sens. Networks, 2015)

Towards Future Situation-Awareness: A Conceptual Middleware Framework for Opportunistic Situation Identification. - Kai Yang; Jing Wang; Lixia Bao; Mei Ding; Jiangtao Wang 001; Yasha Wang (Q2SWinet@MSWiM, 2016)

A Context-Driven Worker Selection Framework for Crowd-Sensing. - Jiangtao Wang 001; Yasha Wang; Sumi Helal; Daqing Zhang 001 (Int. J. Distributed Sens. Networks, 2016)

Fine-Grained Multitask Allocation for Participatory Sensing With a Shared Budget. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Leye Wang; Haoyi Xiong; Abdelsalam Helal; Yuanduo He; Feng Wang 040 (IEEE Internet Things J., 2016)

PSAllocator: Multi-Task Allocation for Participatory Sensing with Sensing Capability Constraints. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Feng Wang 040; Yuanduo He; Liantao Ma (CSCW, 2017)

Real-time and generic queue time estimation based on mobile crowdsensing. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Leye Wang; Chao Chen 004; Jae Woong Lee; Yuanduo He (Frontiers Comput. Sci., 2017)

CAPFF: A Context-Aware Assistant for Paper Form Filling. - Jiangtao Wang 001; Yasha Wang; Yafei Wang (IEEE Trans. Hum. Mach. Syst., 2017)

Energy Saving Techniques in Mobile Crowd Sensing: Current State and Future Opportunities. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Sumi Helal (IEEE Commun. Mag., 2018)

Enabling Human-Centric Smart Cities: Crowdsourcing-Based Practice in China. - Jiangtao Wang 001; Junfeng Zhao 001; Yong Zhang; Xin Peng 001; Ying Li 012; Yun Xie (Computer, 2018)

Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions. - Xu Chu; Yang Lin; Jingyue Gao; Jiangtao Wang 001; Yasha Wang; Leye Wang (CoRR, 2018)

Task Allocation in Mobile Crowd Sensing: State-of-the-Art and Future Opportunities. - Jiangtao Wang 001; Leye Wang; Yasha Wang; Daqing Zhang 001; Linghe Kong (IEEE Internet Things J., 2018)

Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Feng Wang 040; Haoyi Xiong; Chao Chen 004; Qin Lv; Zhaopeng Qiu (IEEE Trans. Mob. Comput., 2018)

GP-selector: a generic participant selection framework for mobile crowdsourcing systems. - Jiangtao Wang 001; Yasha Wang; Leye Wang; Yuanduo He (World Wide Web, 2018)

STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints. - Jingyue Gao; Yuanduo He; Yasha Wang; Xiting Wang; Jiangtao Wang 001; Guangju Peng; Xu Chu (CIKM, 2019)

Data-Driven Bike Sharing System Optimization: State of the Art and Future Opportunities. - Longbiao Chen; Zhihan Jiang; Jiangtao Wang 001; Yasha Wang (EWSN, 2019)

CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare. - Jingyue Gao; Xiting Wang; Yasha Wang; Zhao Yang; Junyi Gao; Jiangtao Wang 001; Wen Tang; Xing Xie 001 (ICDM, 2019)

MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction. - Xu Chu; Yang Lin; Yasha Wang; Leye Wang; Jiangtao Wang 001; Jingyue Gao (IJCAI, 2019)

Correlating MSM's Mental Health with Usage Behaviors on MSM-Specific Social Applications. - Xin Gao; Chaohe Zhang; Liantao Ma; Yasha Wang; Jiangtao Wang 001; Daqing Zhang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Multi-Source Data Integration-Based Urban Road GPS Environment Friendliness Estimation. - Liantao Ma; Yasha Wang; Guangju Peng; Chaohe Zhang; Chao Chen 004; Junfeng Zhao 001; Jiangtao Wang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study. - Feng Wang 040; Yasha Wang; Jiangtao Wang 001; Haoyi Xiong; Junfeng Zhao 001; Daqing Zhang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

A Survey of Task Allocation: Contrastive Perspectives From Wireless Sensor Networks and Mobile Crowdsensing. - Wenzhong Guo; Weiping Zhu 005; Zhiyong Yu 001; Jiangtao Wang 001; Bin Guo 001 (IEEE Access, 2019)

Crowd-Assisted Machine Learning: Current Issues and Future Directions. - Jiangtao Wang 001; Yasha Wang; Qin Lv (Computer, 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 001; Jiangtao Wang 001 (计算机科学, 2019)

Learning-Assisted Optimization in Mobile Crowd Sensing: A Survey. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Jorge Gonçalves 001; Denzil Ferreira; Aku Visuri; Sen Ma (IEEE Trans. Ind. Informatics, 2019)

Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors. - Jiangtao Wang 001; Feng Wang 040; Yasha Wang; Daqing Zhang 001; Brian Y. Lim; Leye Wang (IEEE Trans. Mob. Comput., 2019)

Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing. - Jiangtao Wang 001; Feng Wang 040; Yasha Wang; Daqing Zhang 001; Leye Wang; Zhaopeng Qiu (IEEE Trans. Mob. Comput., 2019)

Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions. - Jiangtao Wang 001; Yasha Wang; Daqing Zhang 001; Qin Lv; Chao Chen 004 (IEEE Wirel. Commun., 2019)

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. - Liantao Ma; Junyi Gao; Yasha Wang; Chaohe Zhang; Jiangtao Wang 001; Wenjie Ruan; Wen Tang; Xin Gao; Xinyu Ma (AAAI, 2020)

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. - Liantao Ma; Chaohe Zhang; Yasha Wang; Wenjie Ruan; Jiangtao Wang 001; Wen Tang; Xinyu Ma; Xin Gao; Junyi Gao (AAAI, 2020)

What Happens in Peer-Support, Stays in Peer-Support: Software Architecture for Peer-Sourcing in Mental Health. - Mahsa Honary; Jaejoon Lee; Christopher Bull 001; Jiangtao Wang 001; Sumi Helal (COMPSAC, 2020)

VLD: Smartphone-assisted Vertical Location Detection for Vehicles in Urban Environments. - Xiong Wang 006; Linghe Kong; Tianpeng Wei; Liang He 002; Guihai Chen; Jiangtao Wang 001; Chenren Xu (IPSN, 2020)

Participants Selection for From-Scratch Mobile Crowdsensing via Reinforcement Learning. - Yunfan Hu; Jiangtao Wang 001; Bo Wu 018; Sumi Helal (PerCom, 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 001 (CoRR, 2020)

Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task. - Han Wu; Wenjie Ruan; Jiangtao Wang 001; Dingchang Zheng; Shaolin Li; Jian Chen; Kunwei Li; Xiangfei Chai; Sumi Helal (CoRR, 2020)

Task allocation based on node pair intimacy in wireless sensor networks. - Guisong Yang; Zhao Zhang 002; Jiangtao Wang 001; Xingyu He (IET Commun., 2020)

Will Online Digital Footprints Reveal Your Relationship Status?: An Empirical Study of Social Applications for Sexual-Minority Men. - Jiangtao Wang 001; Junyi Ma; Yasha Wang; Ning Wang; Leye Wang; Daqing Zhang 001; Feng Wang 040; Qin Lv (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Swarm-Intelligence-Based Rendezvous Selection via Edge Computing for Mobile Sensor Networks. - Xuxun Liu 001; Tie Qiu 001; Bin Dai 003; Lei Yang 024; Anfeng Liu; Jiangtao Wang 001 (IEEE Internet Things J., 2020)

Generic and Efficient Connectivity Determination for IoT Applications. - Xingyu He; Zhiwei Peng; Jiangtao Wang 001; Guisong Yang (IEEE Internet Things J., 2020)

Understanding and Predicting the Burst of Burnout via Social Media. - Jue Wu; Junyi Ma; Yasha Wang; Jiangtao Wang 001 (Proc. ACM Hum. Comput. Interact., 2020)

Estimating Urban Road GPS Environment Friendliness with Bus Trajectories: A City-Scale Approach. - Liantao Ma; Chaohe Zhang; Yasha Wang; Guangju Peng; Chao Chen 004; Junfeng Zhao 001; Jiangtao Wang 001 (Sensors, 2020)

HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing. - Jiangtao Wang 001; Feng Wang 040; Yasha Wang; Leye Wang; Zhaopeng Qiu; Daqing Zhang 001; Bin Guo 001; Qin Lv (IEEE Trans. Mob. Comput., 2020)

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 001; Wen Tang (AAAI, 2021)

Does Our Collective Stringency Control the Virus? Investigating Lockdown Effectiveness on Community Mobility Data. - Kangcheng Li; Jiangtao Wang 001; Zhicen Liu; Yunqi Zhang; Zihao Xie (COMPSAC, 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 001; Yasha Wang; Sumi Helal (WWW, 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 001 (WWW, 2021)

Crowd-Machine Hybrid Urban Sensing and Computing. - Jiangtao Wang 001; Leye Wang; Yanhui Song (Computer, 2021)

Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation: An Empirical Study. - Dawei Chen; Jiangtao Wang 001; Wenjie Ruan; Qiang Ni; Sumi Helal (ACM Trans. Comput. Heal., 2021)

Fine-Grained and Context-Aware Behavioral Biometrics for Pattern Lock on Smartphones. - Dai Shi; Dan Tao; Jiangtao Wang 001; Muyan Yao; Zhibo Wang 001; Houjin Chen; Sumi Helal (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Task allocation through fuzzy logic based participant density analysis in mobile crowd sensing. - Guisong Yang; Yanglin Zhang; Buye Wang; Xingyu He; Jiangtao Wang 001; Ming Liu 001 (Peer-to-Peer Netw. Appl., 2021)

Profile-Free and Real-Time Task Recommendation in Mobile Crowdsensing. - Guisong Yang; Yanting Li; Xingyu He; Yan Song 002; Jiangtao Wang 001; Ming Liu 001 (IEEE Trans. Comput. Soc. Syst., 2021)

Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation. - Chenwang Zheng; Dan Tao; Jiangtao Wang 001; Lei Cui 006; Wenjie Ruan; Shui Yu 001 (IEEE Trans. Comput. Soc. Syst., 2021)

Competition-Congestion-Aware Stable Worker-Task Matching in Mobile Crowd Sensing. - Guisong Yang; Buye Wang; Xingyu He; Jiangtao Wang 001; Haris Pervaiz (IEEE Trans. Netw. Serv. Manag., 2021)

FedAux: An Efficient Framework for Hybrid Federated Learning. - Hang Gu; Bin Guo 001; Jiangtao Wang 001; Wen Sun 004; Jiaqi Liu 002; Sicong Liu 005; Zhiwen Yu 001 (ICC, 2022)

M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. - Chaohe Zhang; Xu Chu; Liantao Ma; Yinghao Zhu; Yasha Wang; Jiangtao Wang 001; Junfeng Zhao 001 (KDD, 2022)

Human-in-the-loop Machine Learning: A Macro-Micro Perspective. - Jiangtao Wang 001; Bin Guo 001; Liming Chen 001 (CoRR, 2022)

M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. - Chaohe Zhang; Xu Chu; Liantao Ma; Yinghao Zhu; Yasha Wang; Jiangtao Wang 001; Junfeng Zhao 001 (CoRR, 2022)

ISIATasker: Task Allocation for Instant-SensingߝInstant-Actuation Mobile Crowdsensing. - Houchun Yin; Zhiwen Yu 001; Liang Wang 017; Jiangtao Wang 001; Lei Han; Bin Guo 001 (IEEE Internet Things J., 2022)

Toward Fairness-Aware Time-Sensitive Asynchronous Federated Learning for Critical Energy Infrastructure. - Jianfeng Lu 002; Haibo Liu; Zhao Zhang 002; Jiangtao Wang 001; Sotirios K. Goudos; Shaohua Wan 001 (IEEE Trans. Ind. Informatics, 2022)

MARVAir: Meteorology Augmented Residual-Based Visual Approach for Crowdsourcing Air Quality Inference. - Muyan Yao; Dan Tao; Jiangtao Wang 001; Ruipeng Gao; Kunning Sun (IEEE Trans. Instrum. Meas., 2022)

Dynamic Probabilistic Graphical Model for Progressive Fake News Detection on Social Media Platform. - Ke Li 045; Bin Guo 001; Jiaqi Liu 002; Jiangtao Wang 001; Haoyang Ren; Fei Yi; Zhiwen Yu 001 (ACM Trans. Intell. Syst. Technol., 2022)

RL-Recruiter+: Mobility-Predictability-Aware Participant Selection Learning for From-Scratch Mobile Crowdsensing. - Yunfan Hu; Jiangtao Wang 001; Bo Wu 018; Sumi Helal (IEEE Trans. Mob. Comput., 2022)

A Green Stackelberg-game Incentive Mechanism for Multi-service Exchange in Mobile Crowdsensing. - Jianfeng Lu 002; Zhao Zhang 002; Jiangtao Wang 001; Ruixuan Li 001; Shaohua Wan 001 (ACM Trans. Internet Techn., 2022)

Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study. - Ke Xu; Jiangtao Wang 001; Hongyuan Zhu; Dingchang Zheng (CoRR, 2023)

Exploit the antenna response consistency to define the alignment criteria for CSI data. - Ke Xu; Jiangtao Wang 001; Hongyuan Zhu; Dingchang Zheng (CoRR, 2023)

Participant-Quantity-Aware Online Task Allocation in Mobile Crowdsensing. - Guisong Yang; Dongsheng Guo; Buye Wang; Xingyu He; Jiangtao Wang 001; Gang Wang (IEEE Internet Things J., 2023)

PresSafe: Barometer-Based On-Screen Pressure-Assisted Implicit Authentication for Smartphones. - Muyan Yao; Dan Tao; Ruipeng Gao; Jiangtao Wang 001; Sumi Helal; Shiwen Mao (IEEE Internet Things J., 2023)

Active crowd sensing. - Zhiyong Yu 001; Jiangtao Wang 001; Jordán Pascual Espada (Pers. Ubiquitous Comput., 2023)

Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task. - Han Wu; Wenjie Ruan; Jiangtao Wang 001; Dingchang Zheng; Bei Liu; Yayuan Geng; Xiangfei Chai; Jian Chen; Kunwei Li; Shaolin Li; Sumi Helal (IEEE Trans. Artif. Intell., 2023)

Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition. - Ke Xu; Jiangtao Wang 001; Le Zhang 001; Hongyuan Zhu; Dingchang Zheng (IEEE J. Biomed. Health Informatics, 2023)

Towards Sustainable Compressive Population Health: A GAN-based Year-By-Year Imputation Method. - Yujie Feng; Jiangtao Wang 001; Yasha Wang; Xu Chu (ACM Trans. Comput. Heal., 2023)

Human-in-the-loop machine learning with applications for population health. - Long Chen; Jiangtao Wang 001; Bin Guo 001; Liming Chen 001 (CCF Trans. Pervasive Comput. Interact., 2023)

Spatial-Attention and Demographic-Augmented Generative Adversarial Imputation Network for Population Health Data Reconstruction. - Yujie Feng; Jiangtao Wang 001; Yasha Wang; Xu Chu (IEEE Trans. Big Data, 2023)

Toward Personalized Federated Learning Via Group Collaboration in IIoT. - Jianfeng Lu 002; Haibo Liu; Riheng Jia; Jiangtao Wang 001; Lichao Sun 001; Shaohua Wan 001 (IEEE Trans. Ind. Informatics, 2023)

Quality-Guaranteed and Cost-Effective Population Health Profiling: A Deep Active Learning Approach. - Long Chen; Jiangtao Wang 001; Piyushimita (Vonu) Thakuriah (ACM Trans. Comput. Heal., 2023)

CrowdManager: An Ontology-Based Interaction and Management Middleware for Heterogeneous Mobile Crowd Sensing. - Yimeng Liu; Zhiwen Yu 001; Jiangtao Wang 001; Bin Guo 001; Jiangbin Su; Jiahao Liao (IEEE Trans. Mob. Comput., 2023)

Predict and Interpret Health Risk Using Ehr Through Typical Patients. - Zhihao Yu; Chaohe Zhang; Yasha Wang; Wen Tang; Jiangtao Wang 001; Liantao Ma (ICASSP, 2024)

Efficient Group Collaboration for Sensing Time Redundancy Optimization in Mobile Crowdsensing. - Guisong Yang; Jian Sang; Hanqing Li; Xingyu He; Fanglei Sun; Jiangtao Wang 001; Haris Pervaiz (IEEE Internet Things J., 2024)

Cross-Edge Orchestration of Serverless Functions With Probabilistic Caching. - Chen Chen 073; Manuel Herrera; Ge Zheng; Liqiao Xia; Zhengyang Ling; Jiangtao Wang 001 (IEEE Trans. Serv. Comput., 2024)

Incentivizing Proportional Fairness for Multi-Task Allocation in Crowdsensing. - Jianfeng Lu 002; Haibo Liu; Riheng Jia; Zhao Zhang 002; Xiong Wang 006; Jiangtao Wang 001 (IEEE Trans. Serv. Comput., 2024)

Deep Compressed Sensing based Data Imputation for Urban Environmental Monitoring. - Qingyi Chang; Dan Tao; Jiangtao Wang 001; Ruipeng Gao (ACM Trans. Sens. Networks, 2024)

Toward Population Health Intelligence: When Artificial Intelligence Meets Population Health Research. - Jiangtao Wang 001; Long Chen; Deborah Lycett; Duncan Vernon; Dingchang Zheng (Computer, 2024)

Recruitment From Social Networks for the Cold Start Problem in Mobile Crowdsourcing. - Ping Wang 045; Zhetao Li; Saiqin Long; Jiangtao Wang 001; Zhihui Tan; Haolin Liu (IEEE Internet Things J., 2024)

Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting. - Xianwei Guo; Zhiyong Yu 001; Fangwan Huang; Xing Chen; Dingqi Yang; Jiangtao Wang 001 (Neural Networks, 2025)

Evaluating Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition. - Ke Xu; Jiangtao Wang 001; Hongyuan Zhu; Dingchang Zheng (ACM Trans. Sens. Networks, 2025)

A three-tiered semi supervised MTL mechanism and its application in dating apps. - Junyi Ma; Yasha Wang; Xuanliang Wang; Jiangtao Wang 001; Junfeng Zhao 001 (Neural Comput. Appl., 2025)