Dingqi Yang

According to our database, Dingqi Yang authored at least 76 papers between 2011 and 2024.

Collaborative distances:

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

2024

Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs.

Dingqi Yang, Bingqing Qu, Paolo Rosso, Philippe Cudré-Mauroux

IEEE Trans. Knowl. Data Eng., March, 2024

A Survey on Hypergraph Representation Learning.

Alessia Antelmi, Gennaro Cordasco, Mirko Polato, Vittorio Scarano, Carmine Spagnuolo, Dingqi Yang

ACM Comput. Surv., January, 2024

REPLAY: Modeling Time-Varying Temporal Regularities of Human Mobility for Location Prediction over Sparse Trajectories.

Bangchao Deng, Bingqing Qu, Pengyang Wang, Dingqi Yang

CoRR, 2024

Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation.

Zhaofan Zhang, Yanan Xiao, Lu Jiang, Dingqi Yang, Minghao Yin, Pengyang Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Revisiting Embedding Based Graph Analyses: Hyperparameters Matter!

Dingqi Yang, Bingqing Qu, Rana Hussein, Paolo Rosso, Philippe Cudré-Mauroux, Jie Liu

IEEE Trans. Knowl. Data Eng., November, 2023

Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment!

Bangchao Deng, Dingqi Yang, Bingqing Qu, Benjamin Fankhauser, Philippe Cudré-Mauroux

ACM Trans. Intell. Syst. Technol., October, 2023

Task Scheduling in Three-Dimensional Spatial Crowdsourcing: A Social Welfare Perspective.

Liang Wang, Dingqi Yang, Zhiwen Yu, Fei Xiong, Lei Han, Shirui Pan, Bin Guo

IEEE Trans. Mob. Comput., September, 2023

CrowdQ: Predicting the Queue State of Hospital Emergency Department Using Crowdsensing Mobility Data-Driven Models.

Tieqi Shou, Zhuohan Ye, Yayao Hong, Zhiyuan Wang, Hang Zhu, Zhihan Jiang, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

Nessy: A Neuro-Symbolic System for Label Noise Reduction.

Alisa Smirnova, Jie Yang, Dingqi Yang, Philippe Cudré-Mauroux

IEEE Trans. Knowl. Data Eng., August, 2023

Towards Robust Task Assignment in Mobile Crowdsensing Systems.

Liang Wang, Zhiwen Yu, Kaishun Wu, Dingqi Yang, En Wang, Tian Wang, Yihan Mei, Bin Guo

IEEE Trans. Mob. Comput., July, 2023

Streaming Graph Embeddings via Incremental Neighborhood Sketching.

Dingqi Yang, Bingqing Qu, Jie Yang, Liang Wang, Philippe Cudré-Mauroux

IEEE Trans. Knowl. Data Eng., May, 2023

CrowdTelescope: Wi-Fi-positioning-based multi-grained spatiotemporal crowd flow prediction for smart campus.

Shiyu Zhang, Bangchao Deng, Dingqi Yang

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

Acceptance-Aware Mobile Crowdsourcing Worker Recruitment in Social Networks.

Liang Wang, Dingqi Yang, Zhiwen Yu, Qi Han, En Wang, Kuang Zhou, Bin Guo

IEEE Trans. Mob. Comput., 2023

HELIOS: Hyper-Relational Schema Modeling from Knowledge Graphs.

Yuhuan Lu, Bangchao Deng, Weijian Yu, Dingqi Yang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Black-Box Data Poisoning Attacks on Crowdsourcing.

Pengpeng Chen, Yongqiang Yang, Dingqi Yang, Hailong Sun, Zhijun Chen, Peng Lin

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Compact Scheduling for Task Graph Oriented Mobile Crowdsourcing.

Liang Wang, Zhiwen Yu, Qi Han, Dingqi Yang, Shirui Pan, Yuan Yao, Daqing Zhang

IEEE Trans. Mob. Comput., 2022

LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks.

Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudré-Mauroux

IEEE Trans. Knowl. Data Eng., 2022

KRAN: Knowledge Refining Attention Network for Recommendation.

Zhenyu Zhang, Lei Zhang, Dingqi Yang, Liu Yang

ACM Trans. Knowl. Discov. Data, 2022

Data-driven Targeted Advertising Recommendation System for Outdoor Billboard.

Liang Wang, Zhiwen Yu, Bin Guo, Dingqi Yang, Lianbo Ma, Zhidan Liu, Fei Xiong

ACM Trans. Intell. Syst. Technol., 2022

Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data.

Tieqi Shou, Zhiyuan Wang, Shang Shi, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen

Proceedings of the IEEE Smartworld, 2022

2021

Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users.

Longbiao Chen, Thi Mai Trang Nguyen, Dingqi Yang, Michele Nogueira, Cheng Wang, Daqing Zhang

IEEE Trans. Mob. Comput., 2021

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

Leye Wang, Dingqi Yang, Xiao Han, Daqing Zhang, Xiaojuan Ma

IEEE Trans. Dependable Secur. Comput., 2021

Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective.

Liang Wang, Zhiwen Yu, Fei Xiong, Dingqi Yang, Shirui Pan, Zheng Yan

IEEE Trans. Cybern., 2021

Task Execution Quality Maximization for Mobile Crowdsourcing in Geo-Social Networks.

Liang Wang, Zhiwen Yu, Dingqi Yang, Tian Wang, En Wang, Bin Guo, Daqing Zhang

Proc. ACM Hum. Comput. Interact., 2021

Fog radio access network optimization for 5G leveraging user mobility and traffic data.

Longbiao Chen, Zhihan Jiang, Dingqi Yang, Cheng Wang, Thi Mai Trang Nguyen

J. Netw. Comput. Appl., 2021

Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities.

Dingqi Yang, Bingqing Qu, Philippe Cudré-Mauroux

IEEE Intell. Syst., 2021

RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs.

Paolo Rosso, Dingqi Yang, Natalia Ostapuk, Philippe Cudré-Mauroux

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

2020

Efficiently Targeted Billboard Advertising Using Crowdsensing Vehicle Trajectory Data.

Liang Wang, Zhiwen Yu, Dingqi Yang, Huadong Ma, Hao Sheng

IEEE Trans. Ind. Informatics, 2020

Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy.

Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiao Han, Xiaojuan Ma

IEEE Trans. Inf. Forensics Secur., 2020

Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction.

Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!

Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, Philippe Cudré-Mauroux

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Knowledge Graph Embeddings.

Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Collaborative Mobile Crowdsensing in Opportunistic D2D Networks: A Graph-based Approach.

Liang Wang, Zhiwen Yu, Dingqi Yang, Tao Ku, Bin Guo, Huadong Ma

ACM Trans. Sens. Networks, 2019

Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation.

Dingqi Yang, Bingqing Qu, Philippe Cudré-Mauroux

IEEE Trans. Knowl. Data Eng., 2019

D²2HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms.

Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudré-Mauroux

IEEE Trans. Knowl. Data Eng., 2019

Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data.

Jie Yang, Alisa Smirnova, Dingqi Yang, Gianluca Demartini, Yuan Lu, Philippe Cudré-Mauroux

Proceedings of the World Wide Web Conference, 2019

Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach.

Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudré-Mauroux

Proceedings of the World Wide Web Conference, 2019

NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching.

Dingqi Yang, Paolo Rosso, Bin Li, Philippe Cudré-Mauroux

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!

Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection.

Artem Lutov, Dingqi Yang, Philippe Cudré-Mauroux

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

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

Dingqi Yang, Terence Heaney, Alberto Tonon, Leye Wang, Philippe Cudré-Mauroux

World Wide Web, 2018

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

Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang

ACM Trans. Intell. Syst. Technol., 2018

Advances in Personalized Mobile Services.

Federica Cena, Fabio Gasparetti, Damianos Gavalas, Shuk Ying Ho, Bin Liu, Dingqi Yang

Mob. Inf. Syst., 2018

Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization.

Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi Mai Trang Nguyen

J. Netw. Comput. Appl., 2018

Are Meta-Paths Necessary?: Revisiting Heterogeneous Graph Embeddings.

Rana Hussein, Dingqi Yang, Philippe Cudré-Mauroux

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Geographic Differential Privacy for Mobile Crowd Coverage Maximization.

Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma

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

2017

Fine-Grained Urban Event Detection and Characterization Based on Tensor Cofactorization.

Longbiao Chen, Jérémie Jakubowicz, Dingqi Yang, Daqing Zhang, Gang Pan

IEEE Trans. Hum. Mach. Syst., 2017

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

Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing Zhang, Xiaojuan Ma

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

HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift.

Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudré-Mauroux

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Target Distribution Guided Network Sampling.

Renjie Fan, Zhiwen Yu, Bin Guo, Liang Wang, Dingqi Yang

Proceedings of the Fifth International Conference on Advanced Cloud and Big Data, 2017

2016

Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks.

Dingqi Yang, Daqing Zhang, Bingqing Qu

ACM Trans. Intell. Syst. Technol., 2016

POISketch: Semantic Place Labeling over User Activity Streams.

Dingqi Yang, Bin Li, Philippe Cudré-Mauroux

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Differential Location Privacy for Sparse Mobile Crowdsensing.

Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiaojuan Ma

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

PrivCheck: privacy-preserving check-in data publishing for personalized location based services.

Dingqi Yang, Daqing Zhang, Bingqing Qu, Philippe Cudré-Mauroux

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

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

Longbiao Chen, Daqing Zhang, Leye Wang, Dingqi Yang, Xiaojuan Ma, Shijian Li, Zhaohui Wu, Gang Pan, Thi Mai Trang Nguyen, Jérémie Jakubowicz

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

2015

Understanding human dynamics from large-scale location-centric social media data : analysis and applications. (Exploration de la dynamique humaine basée sur des données massives de réseaux sociaux de géolocalisation : analyse et applications).

Dingqi Yang

PhD thesis, 2015

Participant Selection for Offline Event Marketing Leveraging Location-Based Social Networks.

Zhiyong Yu, Daqing Zhang, Zhiwen Yu, Dingqi Yang

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

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs.

Dingqi Yang, Daqing Zhang, Vincent W. Zheng, Zhiyong Yu

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

NationTelescope: Monitoring and visualizing large-scale collective behavior in LBSNs.

Dingqi Yang, Daqing Zhang, Longbiao Chen, Bingqing Qu

J. Netw. Comput. Appl., 2015

Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data.

Longbiao Chen, Dingqi Yang, Jérémie Jakubowicz, Gang Pan, Daqing Zhang, Shijian Li

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

Automated Classification of C&C Connections Through Malware URL Clustering.

Nizar Kheir, Gregory Blanc, Hervé Debar, Joaquín García-Alfaro, Dingqi Yang

Proceedings of the ICT Systems Security and Privacy Protection, 2015

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

Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen, Haoyi Xiong, Dingqi Yang, Yasha Wang

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

Bike sharing station placement leveraging heterogeneous urban open data.

Longbiao Chen, Daqing Zhang, Gang Pan, Xiaojuan Ma, Dingqi Yang, Kostadin Kushlev, Wangsheng Zhang, Shijian Li

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

2014

Discovering and Profiling Overlapping Communities in Location-Based Social Networks.

Zhu Wang, Daqing Zhang, Xingshe Zhou, Dingqi Yang, Zhiyong Yu, Zhiwen Yu

IEEE Trans. Syst. Man Cybern. Syst., 2014

SESAME: Mining User Digital Footprints for Fine-Grained Preference-Aware Social Media Search.

Dingqi Yang, Daqing Zhang, Zhiyong Yu, Zhiwen Yu, Djamal Zeghlache

ACM Trans. Internet Techn., 2014

Enhancing Memory Recall via an Intelligent Social Contact Management System.

Bin Guo, Daqing Zhang, Dingqi Yang, Zhiwen Yu, Xingshe Zhou

IEEE Trans. Hum. Mach. Syst., 2014

Providing real-time assistance in disaster relief by leveraging crowdsourcing power.

Dingqi Yang, Daqing Zhang, Korbinian Frank, Patrick Robertson, Edel Jennings, Mark Roddy, Michael Lichtenstern

Pers. Ubiquitous Comput., 2014

Cross-domain community detection in heterogeneous social networks.

Zhu Wang, Xingshe Zhou, Daqing Zhang, Dingqi Yang, Zhiyong Yu

Pers. Ubiquitous Comput., 2014

2013

Where is the Largest Market: Ranking Areas by Popularity from Location Based Social Networks.

Zhiyong Yu, Daqing Zhang, Dingqi Yang

Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

Fine-grained preference-aware location search leveraging crowdsourced digital footprints from LBSNs.

Dingqi Yang, Daqing Zhang, Zhiyong Yu, Zhiwen Yu

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

A sentiment-enhanced personalized location recommendation system.

Dingqi Yang, Daqing Zhang, Zhiyong Yu, Zhu Wang

Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

2012

Detecting Overlapping Communities in Location-Based Social Networks.

Zhu Wang, Daqing Zhang, Dingqi Yang, Zhiyong Yu, Xingshe Zhou

Proceedings of the Social Informatics, 2012

Investigating City Characteristics Based on Community Profiling in LBSNs.

Zhu Wang, Daqing Zhang, Dingqi Yang, Zhiyong Yu, Xingshe Zhou, Zhiwen Yu

Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Selecting the Best Solvers: Toward Community Based Crowdsourcing for Disaster Management.

Zhiyong Yu, Daqing Zhang, Dingqi Yang, Guolong Chen

Proceedings of the 2012 IEEE Asia-Pacific Services Computing Conference, 2012

2011

"Read" More from Business Cards: Toward a Smart Social Contact Management System.

Bin Guo, Daqing Zhang, Dingqi Yang

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Better Organizing Your Contacts: An Empirical Study of an Intelligent Social Contact Management System.

Dingqi Yang, Bin Guo, Daqing Zhang

Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011