Recent Papers

This page contains all my papers in the last three years.

2024

SIGMOD 2024

F3KM: Federated, Fair, and Fast k-means

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

2023

SIGMOD 2023

Prerequisite-driven Fair Clustering on Heterogeneous Information Networks

Juntao Zhang, Sheng Wang, Yuan Sun, Zhiyong Peng

2022

PVLDB 2022

Fast Dataset Search with Earth Mover's Distance

Wenzhe Yang, Sheng Wang, Yuan Sun, Zhiyong Peng

ICDE 2022

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

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

2021

SIGMOD 2021

Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand

Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao.

ACM Computing Surveys

A Survey on Trajectory Data Management, Analytics, and Learning

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

VLDB 2021

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

Sheng Wang, Yuan Sun, Zhifeng Bao

2020

VLDB 2020

Fast Large-Scale Trajectory Clustering

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