Sheng Wang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Reverse K Nearest Neighbor

Regret Minimization

Trajectory Data

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
A systematic evaluation of machine learning on serverless infrastructure. VLDB J. 33 (2) (2024)
Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Bolong Zheng, Zhiyong Peng
A learned cost model for big data query processing. Inf. Sci. 670 (2024)
Shengkun Zhu, Jinshan Zeng, Sheng Wang, Yuan Sun, Xiaodong Li, Yuan Yao, Zhiyong Peng
On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness. CoRR (2024)
Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao
Hybrid Regret Minimization: A Submodular Approach. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Shengkun Zhu, Jinshan Zeng, Yuan Sun, Sheng Wang, Xiaodong Li, Zhiyong Peng
Efficient k-means with Individual Fairness via Exponential Tilting. CoRR (2024)
Juntao Zhang, Sheng Wang, Yuan Sun, Zhiyong Peng
Prerequisite-driven Fair Clustering on Heterogeneous Information Networks. Proc. ACM Manag. Data 1 (2) (2023)
Shengkun Zhu, Quanqing Xu, Jinshan Zeng, Sheng Wang, Yuan Sun, Zhifeng Yang, Chuanhui Yang, Zhiyong Peng
F3KM: Federated, Fair, and Fast k-means. Proc. ACM Manag. Data 1 (4) (2023)
Shengkun Zhu, Jinshan Zeng, Sheng Wang, Yuan Sun, Zhiyong Peng
Personalized Federated Learning via ADMM with Moreau Envelope. CoRR (2023)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
A Survey on Trajectory Data Management, Analytics, and Learning. ACM Comput. Surv. 54 (2) (2021)
Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao
Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand. SIGMOD Conference (2021)
Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao
Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand. CoRR (2021)
Sheng Wang, Yuan Sun, Zhifeng Bao
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection. Proc. VLDB Endow. 14 (2) (2020)
Sheng Wang, Yuan Sun, Zhifeng Bao
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection. CoRR (2020)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
A Survey on Trajectory Data Management, Analytics, and Learning. CoRR (2020)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Xiaolin Qin
Fast Large-Scale Trajectory Clustering. Proc. VLDB Endow. 13 (1) (2019)
Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin
Intelligent Traffic Analytics: From Monitoring to Controlling. WSDM (2019)
Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomo, Xiaolin Qin
Trip Planning by an Integrated Search Paradigm. SIGMOD Conference (2018)
Sheng Wang, Zhifeng Bao, Shixun Huang, Rui Zhang
A Unified Processing Paradigm for Interactive Location-based Web Search. WSDM (2018)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
Reverse k Nearest Neighbor Search over Trajectories. IEEE Trans. Knowl. Data Eng. 30 (4) (2018)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract). ICDE (2018)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Zizhe Xie, Qizhi Liu, Xiaolin Qin
Torch: A Search Engine for Trajectory Data. SIGIR (2018)
Munkh-Erdene Yadamjav, Sheng Wang, Zhifeng Bao, Bang Zhang
Boosting Point-Based Trajectory Search with Quad-Tree. ADC (2017)
Sheng Wang, Xiaolin Qin, Zhifeng Bao, Bohan Li
Tide-tree: A self-tuning indexing scheme for hybrid storage system. World Wide Web 20 (5) (2017)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos K. Sellis, Gao Cong
Reverse k Nearest Neighbor Search over Trajectories. CoRR (2017)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Xiaolin Qin
Answering Top-k Exemplar Trajectory Queries. ICDE (2017)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Munkh-Erdene Yadamjav
Interactive Trip Planning Using Activity Trajectories. ADCS (2016)