Sheng Wang

Orcid: 0000-0002-5461-4281

Affiliations:

Wuhan University, School of Computer Science, Wuhan, China
New York University, New York City, NY, USA (former)
RMIT University, School of Science, Computer Science, and Information Technology, Melbourne, VIC, Australia (former)

According to our database¹, Sheng Wang authored at least 33 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Hybrid Regret Minimization: A Submodular Approach.

[BibT_eX]

[DOI]

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

A systematic evaluation of machine learning on serverless infrastructure.

[BibT_eX]

[DOI]

VLDB J., 2024

A learned cost model for big data query processing.

[BibT_eX]

[DOI]

Inf. Sci., 2024

A Unified Approach for Multi-granularity Search over Spatial Datasets.

[BibT_eX]

[DOI]

CoRR, 2024

On Simplifying Large-Scale Spatial Vectors: Fast, Memory-Efficient, and Cost-Predictable k-means.

[BibT_eX]

[DOI]

CoRR, 2024

On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness.

[BibT_eX]

[DOI]

CoRR, 2024

Efficient k-means with Individual Fairness via Exponential Tilting.

[BibT_eX]

[DOI]

CoRR, 2024

EDSS: An Exemplar Dataset Search Service over Encrypted Spatial Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2024

Hybrid Regret Minimization: A Submodular Approach (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Privacy-preserving Spatial Dataset Search in Cloud.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Towards Unified Spatio-Temporal Index for Hybrid Trajectory Search.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

F3KM: Federated, Fair, and Fast k-means.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

Prerequisite-driven Fair Clustering on Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Efficient Spatial Dataset Search over Multiple Data Sources.

[BibT_eX]

[DOI]

CoRR, 2023

Dependency Relationships-Enhanced Attentive Group Recommendation in HINs.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Fast Dataset Search with Earth Mover's Distance.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

A Survey on Trajectory Data Management, Analytics, and Learning.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

Boosting ant colony optimization via solution prediction and machine learning.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2022

A Resource-Aware Deep Cost Model for Big Data Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Motorch: an on-device trajectory data management system during a pandemic.

[BibT_eX]

[DOI]

Chen Wu

Sheng Wang

Zhiyong Peng

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection.

[BibT_eX]

[DOI]

Sheng Wang

Yuan Sun

Zhifeng Bao

Proc. VLDB Endow., 2020

2019

Fast Large-Scale Trajectory Clustering.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Intelligent Traffic Analytics: From Monitoring to Controlling.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018

Reverse k Nearest Neighbor Search over Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

A Unified Processing Paradigm for Interactive Location-based Web Search.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Trip Planning by an Integrated Search Paradigm.

[BibT_eX]

[DOI]

David Alexander Tedjopurnomo

Xiaolin Qin

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

Torch: A Search Engine for Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract).

[BibT_eX]

[DOI]

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

2017

Tide-tree: A self-tuning indexing scheme for hybrid storage system.

[BibT_eX]

[DOI]

World Wide Web, 2017

Answering Top-k Exemplar Trajectory Queries.

[BibT_eX]

[DOI]

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

Boosting Point-Based Trajectory Search with Quad-Tree.

[BibT_eX]

[DOI]

Munkh-Erdene Yadamjav

Sheng Wang

Zhifeng Bao

Bang Zhang

Proceedings of the Databases Theory and Applications, 2017

2016

Interactive Trip Planning Using Activity Trajectories.

[BibT_eX]

[DOI]

Munkh-Erdene Yadamjav

Proceedings of the 21st Australasian Document Computing Symposium, 2016

Sheng Wang

Timeline

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