Yunfan Kang

According to our database, Yunfan Kang authored at least 15 papers between 2018 and 2024.

Collaborative distances:

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

2024

NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis.

Yunfan Kang, Fangzheng Lyu, Shaowen Wang

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

Pyneapple-R: Scalable and Expressive Spatial Regionalization.

Yunfan Kang, Yongyi Liu, Hussah Alrashid, Akash Bilgi, Siddhant Purohit, Ahmed Mahmood, Sergio J. Rey, Amr Magdy

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

Pyneapple-L: Scalable Expressive Learning-based Spatial Analysis.

Yongyi Liu, Nicolas Lee, Yunfan Kang, Mohammad Reza Shahneh, Ahmed Mahmood, Vishal Rohith Chinnam, Aparna Vivek Sarawadekar, Samet Oymak, Ibrahim Sabek, Amr Magdy

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

Scalable and Expressive Spatial Analysis and Modeling

Yunfan Kang

PhD thesis, 2023

Scalable Evaluation of Local K-Function for Radius-Accurate Hotspot Detection in Spatial Networks.

Yongyi Liu, Yunfan Kang, Ahmed Mahmood, Amr Magdy

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022

An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social Networks.

Yunfan Shan, Qinma Kang, Ran Xiao, Yiran Chen, Yunfan Kang

IEEE Trans. Comput. Soc. Syst., 2022

EMP: Max-P Regionalization with Enriched Constraints.

Yunfan Kang, Amr Magdy

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

2021

Temporal Geo-Social Personalized Keyword Search Over Streaming Data.

Abdulaziz Almaslukh, Yunfan Kang, Amr Magdy

ACM Trans. Spatial Algorithms Syst., 2021

2020

Microblogs data management: a survey.

Amr Magdy, Laila Abdelhafeez, Yunfan Kang, Eric Ong, Mohamed F. Mokbel

VLDB J., 2020

A novel iterated greedy algorithm for detecting communities in complex network.

Wenquan Li, Qinma Kang, Hanzhang Kong, Chao Liu, Yunfan Kang

Soc. Netw. Anal. Min., 2020

HiDaM: A Unified Data Model for High-definition (HD) Map Data.

Yunfan Kang, Amr Magdy

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

2019

A Data-Driven Approach for Tracking Human Litter in Modern Cities.

Ziang Zhao, Yunfan Kang, Amr Magdy, Win Cowger, Andrew B. Gray

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter Data.

Yunfan Kang, Ziang Zhao, Amr Magdy, Win Cowger, Andrew B. Gray

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

An Asynchronous Advantage Actor-Critic Reinforcement Learning Method for Stock Selection and Portfolio Management.

Qinma Kang, Huizhuo Zhou, Yunfan Kang

Proceedings of the 2nd International Conference on Big Data Research, 2018

Edge-Attributed Community Search for Large Graphs.

Qinma Kang, Yunfan Kang, Hanzhang Kong

Proceedings of the 2nd International Conference on Big Data Research, 2018