Sheng Wang

According to our database, Sheng Wang authored at least 29 papers between 2016 and 2024.

Collaborative distances:

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

2024

Hybrid Regret Minimization: A Submodular Approach.

Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao

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

A systematic evaluation of machine learning on serverless infrastructure.

Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang

VLDB J., 2024

A learned cost model for big data query processing.

Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Bolong Zheng, Zhiyong Peng

Inf. Sci., 2024

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

Shengkun Zhu, Jinshan Zeng, Sheng Wang, Yuan Sun, Xiaodong Li, Yuan Yao, Zhiyong Peng

CoRR, 2024

Efficient k-means with Individual Fairness via Exponential Tilting.

Shengkun Zhu, Jinshan Zeng, Yuan Sun, Sheng Wang, Xiaodong Li, Zhiyong Peng

CoRR, 2024

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

Pengyue Li, Hua Dai, Jie Sun, Sheng Wang, Wenzhe Yang, Geng Yang

Proceedings of the IEEE International Conference on Web Services, 2024

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

Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao

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

Privacy-preserving Spatial Dataset Search in Cloud.

Pengyue Li, Hua Dai, Sheng Wang, Wenzhe Yang, Geng Yang

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

2023

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

Shengkun Zhu, Quanqing Xu, Jinshan Zeng, Sheng Wang, Yuan Sun, Zhifeng Yang, Chuanhui Yang, Zhiyong Peng

Proc. ACM Manag. Data, December, 2023

Prerequisite-driven Fair Clustering on Heterogeneous Information Networks.

Juntao Zhang, Sheng Wang, Yuan Sun, Zhiyong Peng

Proc. ACM Manag. Data, 2023

Efficient Spatial Dataset Search over Multiple Data Sources.

Wenzhe Yang, Sheng Wang, Yuan Sun, Zhiyu Chen, Zhiyong Peng

CoRR, 2023

2022

Fast Dataset Search with Earth Mover's Distance.

Wenzhe Yang, Sheng Wang, Yuan Sun, Zhiyong Peng

Proc. VLDB Endow., 2022

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

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong

ACM Comput. Surv., 2022

Boosting ant colony optimization via solution prediction and machine learning.

Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley

Comput. Oper. Res., 2022

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

Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Zhiyong Peng

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

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

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.

Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao

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.

Sheng Wang, Yuan Sun, Zhifeng Bao

Proc. VLDB Endow., 2020

2019

Fast Large-Scale Trajectory Clustering.

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Xiaolin Qin

Proc. VLDB Endow., 2019

Intelligent Traffic Analytics: From Monitoring to Controlling.

Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin

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

2018

Reverse k Nearest Neighbor Search over Trajectories.

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong

IEEE Trans. Knowl. Data Eng., 2018

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

Sheng Wang, Zhifeng Bao, Shixun Huang, Rui Zhang

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

Trip Planning by an Integrated Search Paradigm.

Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomo, Xiaolin Qin

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

Torch: A Search Engine for Trajectory Data.

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Zizhe Xie, Qizhi Liu, Xiaolin Qin

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

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

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong

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

2017

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

Sheng Wang, Xiaolin Qin, Zhifeng Bao, Bohan Li

World Wide Web, 2017

Answering Top-k Exemplar Trajectory Queries.

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Xiaolin Qin

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

Boosting Point-Based Trajectory Search with Quad-Tree.

Munkh-Erdene Yadamjav, Sheng Wang, Zhifeng Bao, Bang Zhang

Proceedings of the Databases Theory and Applications, 2017

2016

Interactive Trip Planning Using Activity Trajectories.

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Munkh-Erdene Yadamjav

Proceedings of the 21st Australasian Document Computing Symposium, 2016