Sheng Wang

Orcid: 0000-0002-5461-4281

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


According to our database1, Sheng Wang authored at least 22 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
A systematic evaluation of machine learning on serverless infrastructure.
VLDB J., 2024

2023
F3KM: Federated, Fair, and Fast k-means.
Proc. ACM Manag. Data, December, 2023

Prerequisite-driven Fair Clustering on Heterogeneous Information Networks.
Proc. ACM Manag. Data, 2023

Personalized Federated Learning via ADMM with Moreau Envelope.
CoRR, 2023

2022
Fast Dataset Search with Earth Mover's Distance.
Proc. VLDB Endow., 2022

A Survey on Trajectory Data Management, Analytics, and Learning.
ACM Comput. Surv., 2022

Boosting ant colony optimization via solution prediction and machine learning.
Comput. Oper. Res., 2022

A Resource-Aware Deep Cost Model for Big Data Query Processing.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Motorch: an on-device trajectory data management system during a pandemic.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021
Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand.
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.
Proc. VLDB Endow., 2020

2019
Fast Large-Scale Trajectory Clustering.
Proc. VLDB Endow., 2019

Intelligent Traffic Analytics: From Monitoring to Controlling.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2018
Reverse k Nearest Neighbor Search over Trajectories.
IEEE Trans. Knowl. Data Eng., 2018

A Unified Processing Paradigm for Interactive Location-based Web Search.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Trip Planning by an Integrated Search Paradigm.
Proceedings of the 2018 International Conference on Management of Data, 2018

Torch: A Search Engine for Trajectory Data.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Tide-tree: A self-tuning indexing scheme for hybrid storage system.
World Wide Web, 2017

Answering Top-k Exemplar Trajectory Queries.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Boosting Point-Based Trajectory Search with Quad-Tree.
Proceedings of the Databases Theory and Applications, 2017

2016
Interactive Trip Planning Using Activity Trajectories.
Proceedings of the 21st Australasian Document Computing Symposium, 2016


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