Yunfan Kang

18 papers A* 2Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
IMS: Incremental Max-P Regionalization With Statistical Constraints.
IEEE Trans. Knowl. Data Eng.
Yunfan Kang, Yiyang Bian, Qinma Kang, Amr Magdy
2026 J jnl
MultiCube-RAG for Multi-hop Question Answering.
CoRR
Jimeng Shi, Wei Hu, Runchu Tian, Bowen Jin, Wonbin Kweon, SeongKu Kang, Yunfan Kang, Dingqi Ye, Sizhe Zhou, Shaowen Wang, Jiawei Han
2025 J jnl
Building Machine Learning Challenges for Anomaly Detection in Science.
CoRR
Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei-Lun Chao, Chris Harris, Shih-Chieh Hsu, Hilmar Lapp, Mark S. Neubauer, Josephine M. Namayanja, Aneesh Subramanian, Philip C. Harris, Advaith Anand, David Edward Carlyn, Subhankar Ghosh, Christopher G. Lawrence, Eric A. Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang, Bayu Adhi, Mohammad Ahmadi Gharehtoragh, Saúl Alonso-Monsalve, Marta Babicz, Furqan Baig, Namrata Banerji, William Bardon, Tyler Barna, Tanya Y. Berger-Wolf, Adji Bousso Dieng, Micah Brachman, Quentin Buat, David C. Y. Hui, Phuong Cao, Franco Cerino, Yi-Chun Chang, Shivaji Chaulagain, An-Kai Chen, Deming Chen, Eric Chen, Chia-Jui Chou, Zih-Chen Ciou, Miles Cochran-Branson, Artur Cordeiro Oudot Choi, Michael Coughlin, Matteo Cremonesi, Maria Dadarlat, Peter Darch, Malina Desai, Daniel Diaz, Steven Dillmann, Javier M. Duarte, Isla Duporge, Urbas Ekka, Saba Entezari Heravi, Hao Fang, Rian Flynn, Geoffrey Fox, Emily Freed, Hang Gao, Jing Gao, Julia Gonski, Matthew J. Graham, Abolfazl Hashemi, Scott Hauck, James Hazelden, Joshua Henry Peterson, Duc Hoang, Wei Hu, Mirco Hünnefeld, David Hyde, Vandana P. Janeja, Nattapon Jaroenchai, Haoyi Jia, Yunfan Kang, Maksim Kholiavchenko, Elham E Khoda, Sangin Kim, Aditya Kumar, Bo-Cheng Lai, Trung Le, Chi-Wei Lee, Janghyeon Lee, Shaocheng Lee, Suzan van der Lee, Charles Lewis, Haitong Li, Haoyang Li, Henry Liao, Mia Liu, Xiaolin Liu, Xiulong Liu, Vladimir Loncar, Fangzheng Lyu, Ilya Makarov, Abhishikth Mallampalli Chen-Yu Mao, Alexander Michels, Alexander Migala, Farouk Mokhtar, Mathieu Morlighem
2024 — conf
NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis.
PEARC
Yunfan Kang, Fangzheng Lyu, Shaowen Wang
2024 — conf
Pyneapple-L: Scalable Expressive Learning-based Spatial Analysis.
SIGSPATIAL/GIS
Yongyi Liu, Nicolas Lee, Yunfan Kang, Mohammad Reza Shahneh, Ahmed Mahmood, Vishal Rohith Chinnam, Aparna Vivek Sarawadekar, Samet Oymak, Ibrahim Sabek, Amr Magdy
2024 A* conf
Pyneapple-R: Scalable and Expressive Spatial Regionalization.
ICDE
Yunfan Kang, Yongyi Liu, Hussah Alrashid, Akash Bilgi, Siddhant Purohit, Ahmed Mahmood, Sergio J. Rey, Amr Magdy
2023 — conf
Scalable Evaluation of Local K-Function for Radius-Accurate Hotspot Detection in Spatial Networks.
SIGSPATIAL/GIS
Yongyi Liu, Yunfan Kang, Ahmed Mahmood, Amr Magdy
2023 — —
Scalable and Expressive Spatial Analysis and Modeling
Yunfan Kang
2022 J jnl
An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Yunfan Shan, Qinma Kang, Ran Xiao, Yiran Chen, Yunfan Kang
2022 A* conf
EMP: Max-P Regionalization with Enriched Constraints.
ICDE
Yunfan Kang, Amr Magdy
2021 J jnl
Temporal Geo-Social Personalized Keyword Search Over Streaming Data.
ACM Trans. Spatial Algorithms Syst.
Abdulaziz Almaslukh, Yunfan Kang, Amr Magdy
2020 J jnl
A novel iterated greedy algorithm for detecting communities in complex network.
Soc. Netw. Anal. Min.
Wenquan Li, Qinma Kang, Hanzhang Kong, Chao Liu, Yunfan Kang
2020 — conf
HiDaM: A Unified Data Model for High-definition (HD) Map Data.
ICDE Workshops
Yunfan Kang, Amr Magdy
2020 J jnl
Microblogs data management: a survey.
VLDB J.
Amr Magdy, Laila Abdelhafeez, Yunfan Kang, Eric Ong, Mohamed F. Mokbel
2019 — conf
A Data-Driven Approach for Tracking Human Litter in Modern Cities.
ICDE Workshops
Ziang Zhao, Yunfan Kang, Amr Magdy, Win Cowger, Andrew B. Gray
2019 — conf
Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter Data.
SIGSPATIAL/GIS
Yunfan Kang, Ziang Zhao, Amr Magdy, Win Cowger, Andrew B. Gray
2018 — conf
An Asynchronous Advantage Actor-Critic Reinforcement Learning Method for Stock Selection and Portfolio Management.
ICBDR
Qinma Kang, Huizhuo Zhou, Yunfan Kang
2018 — conf
Edge-Attributed Community Search for Large Graphs.
ICBDR
Qinma Kang, Yunfan Kang, Hanzhang Kong