Yongxin Tong

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Efficient and Fair Data Valuation for Horizontal Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Federated Learning - Privacy and Incentive, 2020

Spatial crowdsourcing: a survey.

[BibT_eX]

[DOI]

VLDB J., 2020

Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Multi-skill aware task assignment in real-time spatial crowdsourcing.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Two-sided online bipartite matching in spatial data: experiments and analysis.

[BibT_eX]

[DOI]

GeoInformatica, 2020

Federated Learning in the Lens of Crowdsourcing.

[BibT_eX]

[DOI]

Yansheng Wang

Dingyuan Shi

IEEE Data Eng. Bull., 2020

Rethinking Pruning for Accelerating Deep Inference At the Edge.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TopicOcean: An Ever-Increasing Topic Model With Meta-learning.

[BibT_eX]

[DOI]

Raymond Chi-Wing Wong

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Federated Acoustic Model Optimization for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework.

[BibT_eX]

[DOI]

Yansheng Wang

Dingyuan Shi

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

2019

Federated Machine Learning: Concept and Applications.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Last-Mile Delivery Made Practical: An Efficient Route Planning Framework with Theoretical Guarantees.

[BibT_eX]

[DOI]

Yuxiang Zeng

Proc. VLDB Endow., 2019

Interaction Management in Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2019

Disentangling Redundancy for Multi-Task Pruning.

[BibT_eX]

[DOI]

CoRR, 2019

Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System.

[BibT_eX]

[DOI]

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

Adaptive Dynamic Bipartite Graph Matching: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Procrastination-Aware Scheduling: A Bipartite Graph Perspective.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Recommendation-based Team Formation for On-demand Taxi-calling Platforms.

[BibT_eX]

[DOI]

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

Federated Topic Modeling.

[BibT_eX]

[DOI]

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

Profit Allocation for Federated Learning.

[BibT_eX]

[DOI]

Tianshu Song

Karthik Abinav Sankararaman

Shuyue Wei

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

Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach.

[BibT_eX]

[DOI]

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

A Unified Approach to Online Matching with Conflict-Aware Constraints.

[BibT_eX]

[DOI]

Aravind Srinivasan

Leonidas Tsepenekas

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

2018

SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Dynamic task assignment in spatial crowdsourcing.

[BibT_eX]

[DOI]

Zimu Zhou

ACM SIGSPATIAL Special, 2018

A Unified Approach to Route Planning for Shared Mobility.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Demand-Aware Charger Planning for Electric Vehicle Sharing.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Latency-Oriented Task Completion via Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Realtime Traffic Speed Estimation with Sparse Crowdsourced Data.

[BibT_eX]

[DOI]

Zheng Liu

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Knowledge Base Semantic Integration Using Crowdsourcing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Flexible Online Task Assignment in Real-Time Spatial Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Spatial Crowdsourcing: Challenges, Techniques, and Applications.

[BibT_eX]

[DOI]

Cyrus Shahabi

Proc. VLDB Endow., 2017

Diversity Regularized Latent Semantic Match for Hashing.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Data Sci. Eng., 2017

Feedback-Aware Social Event-Participant Arrangement.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Trichromatic Online Matching in Real-Time Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Team-Oriented Task Planning in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016

Tracking frequent items over distributed probabilistic data.

[BibT_eX]

[DOI]

Xiaofei Zhang

World Wide Web, 2016

Bottleneck-aware arrangement over event-based social networks: the max-min approach.

[BibT_eX]

[DOI]

Rui Meng

World Wide Web, 2016

Cross-Lingual Topic Discovery From Multilingual Search Engine Query Log.

[BibT_eX]

[DOI]

Di Jiang

Yuanfeng Song

ACM Trans. Inf. Syst., 2016

Conflict-Aware Event-Participant Arrangement and Its Variant for Online Setting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Online Minimum Matching in Real-Time Spatial Data: Experiments and Analysis.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Adjustable Time-Window-Based Event Detection on Twitter.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Top-k Team Recommendation in Spatial Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Online mobile Micro-Task Allocation in spatial crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Towards Better Understanding of App Functions.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Mining Frequent Itemsets in Correlated Uncertain Databases.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Locality-aware allocation of multi-dimensional correlated files on the cloud platform.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2015

Utility-Aware Social Event-Participant Planning.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

CrowdTC: Crowdsourced Taxonomy Construction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Cleaning uncertain data with a noisy crowd.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

On bottleneck-aware arrangement for event-based social networks.

[BibT_eX]

[DOI]

Rui Meng

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Conflict-aware event-participant arrangement.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

Where To: Crowd-Aided Path Selection.

[BibT_eX]

[DOI]

Chen Jason Zhang

Proc. VLDB Endow., 2014

gMission: A General Spatial Crowdsourcing Platform.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

TCS: efficient topic discovery over crowd-oriented service data.

[BibT_eX]

[DOI]

Caleb Chen Cao

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

MaC: A Probabilistic Framework for Query Answering with Machine-Crowd Collaboration.

[BibT_eX]

[DOI]

Chen Jason Zhang

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Efficient Probabilistic Supergraph Search Over Large Uncertain Graphs.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

WiseMarket: a new paradigm for managing wisdom of online social users.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

EAGRE: Towards scalable I/O efficient SPARQL query evaluation on the cloud.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012

Mining Frequent Itemsets over Uncertain Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

UFIMT: an uncertain frequent itemset mining toolbox.

[BibT_eX]

[DOI]

Philip S. Yu

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data.

[BibT_eX]

[DOI]