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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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An improved label propagation algorithm based on node intimacy for community detection in networks
Published in International Journal of Modern Physics B, 2018
Recommended citation: Hanzhang Kong, Qinma Kang, Chao Liu, Wenquan Li, Hong He, Yunfan Kang (2018). "An improved label propagation algorithm based on node intimacy for community detection in networks." International Journal of Modern Physics B, 32(25), 1850279.
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An Asynchronous Advantage Actor-Critic Reinforcement Learning Method for Stock Selection and Portfolio Management
Published in Proceedings of the 2nd International Conference on Big Data Research, 2018
Recommended citation: Qinma Kang, Huizhuo Zhou, Yunfan Kang (2018). "An Asynchronous Advantage Actor-Critic Reinforcement Learning Method for Stock Selection and Portfolio Management." Proceedings of the 2nd International Conference on Big Data Research, pp. 141-145.
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Edge-Attributed Community Search for Large Graphs
Published in Proceedings of the 2nd International Conference on Big Data Research, 2018
Recommended citation: Qinma Kang, Yunfan Kang, Hanzhang Kong (2018). "Edge-Attributed Community Search for Large Graphs." Proceedings of the 2nd International Conference on Big Data Research, pp. 114-118.
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A Data-Driven Approach for Tracking Human Litter in Modern Cities
Published in 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), 2019
Recommended citation: Ziang Zhao, Yunfan Kang, Amr Magdy, Win Cowger, Andrew Gray (2019). "A Data-Driven Approach for Tracking Human Litter in Modern Cities." 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), pp. 69-73.
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Microblogs data management: a survey
Published in The VLDB Journal, 2019
Recommended citation: Amr Magdy, Laila Abdelhafeez, Yunfan Kang, Eric Ong, Mohamed F. Mokbel (2019). "Microblogs data management: a survey." The VLDB Journal, 29(1), 177-216.
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Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter Data
Published in Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Recommended citation: Yunfan Kang, Ziang Zhao, Amr Magdy, Win Cowger, Andrew Gray (2019). "Scalable Multi-resolution Spatial Visualization for Anthropogenic Litter Data." Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 560-563.
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A hybrid iterated carousel greedy algorithm for community detection in complex networks
Published in Physica A: Statistical Mechanics and its Applications, 2019
Recommended citation: Hanzhang Kong, Qinma Kang, Wenquan Li, Chao Liu, Yunfan Kang, Hong He (2019). "A hybrid iterated carousel greedy algorithm for community detection in complex networks." Physica A: Statistical Mechanics and its Applications, 536, 122124.
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An iterated local search algorithm for community detection in complex networks
Published in International Journal of Modern Physics B, 2020
Recommended citation: Chao Liu, Qinma Kang, Hanzhang Kong, Wenquan Li, Yunfan Kang (2020). "An iterated local search algorithm for community detection in complex networks." International Journal of Modern Physics B, 34(04), 2050013.
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HiDaM: A Unified Data Model for High-definition (HD) Map Data
Published in 2020 IEEE 36th International Conference on Data Engineering Workshops (ICDEW), 2020
Recommended citation: Yunfan Kang, Amr Magdy (2020). "HiDaM: A Unified Data Model for High-definition (HD) Map Data." 2020 IEEE 36th International Conference on Data Engineering Workshops (ICDEW), pp. 26-32.
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A novel iterated greedy algorithm for detecting communities in complex network
Published in Social Network Analysis and Mining, 2020
Recommended citation: Wenquan Li, Qinma Kang, Hanzhang Kong, Chao Liu, Yunfan Kang (2020). "A novel iterated greedy algorithm for detecting communities in complex network." Social Network Analysis and Mining, 10(1).
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An interdependent network coupling strategy based on overlapping link structure against targeted attack
Published in International Journal of Modern Physics C, 2021
Recommended citation: Chao Liu, Qinma Kang, Hanzhang Kong, Wenquan Li, Yunfan Kang (2021). "An interdependent network coupling strategy based on overlapping link structure against targeted attack." International Journal of Modern Physics C, 2150101.
Temporal Geo-Social Personalized Keyword Search Over Streaming Data
Published in ACM Transactions on Spatial Algorithms and Systems, 2021
Recommended citation: Abdulaziz Almaslukh, Yunfan Kang, Amr Magdy (2021). "Temporal Geo-Social Personalized Keyword Search Over Streaming Data." ACM Transactions on Spatial Algorithms and Systems, 7(4), 1-28.
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An iterated local search algorithm for community detection in signed networks
Published in International Journal of Modern Physics C, 2022
Recommended citation: Yiran Chen, Qinma Kang, Wenqiang Duan, Yunfan Shan, Ran Xiao, Yunfan Kang (2022). "An iterated local search algorithm for community detection in signed networks." International Journal of Modern Physics C, 33(08).
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EMP: Max-P Regionalization with Enriched Constraints
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2022
Recommended citation: Yunfan Kang, Amr Magdy (2022). "EMP: Max-P Regionalization with Enriched Constraints." 2022 IEEE 38th International Conference on Data Engineering (ICDE), pp. 1914-1926.
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An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social Networks
Published in IEEE Transactions on Computational Social Systems, 2022
Recommended citation: Yunfan Shan, Qinma Kang, Ran Xiao, Yiran Chen, Yunfan Kang (2022). "An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social Networks." IEEE Transactions on Computational Social Systems, 9(3), 830-838.
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Trash Taxonomy Tool: harmonizing classification systems used to describe trash in environments
Published in Microplastics and Nanoplastics, 2022
Recommended citation: Hannah Hapich, Win Cowger, Andrew Gray, Neil Tangri, Tony Hale, Amr Magdy, Antoinette Vermilye, Walter Yu, Dick Ayres, Charles Moore, John Vermilye, Samiksha Singh, Aaron N. K. Haiman, Kathryn Youngblood, Yunfan Kang, Margaret McCauley, Trevor Lok, Shelly Moore, Eric Baggs, Sherry Lippiatt, Peter Kohler, Gary Conley, Janna Taing, Jeremiah Mock (2022). "Trash Taxonomy Tool: harmonizing classification systems used to describe trash in environments." Microplastics and Nanoplastics, 2(1).
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A simple and effective iterated greedy algorithm for structural balance in signed networks
Published in International Journal of Modern Physics B, 2022
Recommended citation: Wenqiang Duan, Qinma Kang, Yunfan Kang, Jianwen Chen, Qingfeng Qin (2022). "A simple and effective iterated greedy algorithm for structural balance in signed networks." International Journal of Modern Physics B, 36(21).
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Scalable and Expressive Spatial Analysis and Modeling
Published in PhD Dissertation, University of California, Riverside, 2023
Recommended citation: Yunfan Kang (2023). "Scalable and Expressive Spatial Analysis and Modeling." PhD Dissertation, University of California, Riverside.
Scalable Evaluation of Local K-Function for Radius-Accurate Hotspot Detection in Spatial Networks
Published in Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023
Recommended citation: Yongyi Liu, Yunfan Kang, Ahmed Mahmood, Amr Magdy (2023). "Scalable Evaluation of Local K-Function for Radius-Accurate Hotspot Detection in Spatial Networks." Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, pp. 1-12.
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A Convergence Framework for Integrating CyberGIS Education and Research on I-GUIDE Platform
Published in I-GUIDE Forum 2024: Convergence Science and Geospatial AI for Environmental Sustainability, 2024
Recommended citation: Fangzheng Lyu, Furqan Baig, Yunfan Kang, Erick Li, Anand Padmanabhan, Shaowen Wang (2024). "A Convergence Framework for Integrating CyberGIS Education and Research on I-GUIDE Platform." I-GUIDE Forum 2024: Convergence Science and Geospatial AI for Environmental Sustainability.
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Pyneapple-R: Scalable and Expressive Spatial Regionalization
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024
Recommended citation: Yunfan Kang, Yongyi Liu, Hussah Alrashid, Akash Bilgi, Siddhant Purohit, Ahmed Mahmood, Sergio Rey, Amr Magdy (2024). "Pyneapple-R: Scalable and Expressive Spatial Regionalization." 2024 IEEE 40th International Conference on Data Engineering (ICDE), pp. 5497-5500.
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NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis
Published in Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024
Recommended citation: Yunfan Kang, Fangzheng Lyu, Shaowen Wang (2024). "NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis." Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, pp. 1-4.
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Pyneapple-L: Scalable Expressive Learning-based Spatial Analysis
Published in Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024
Recommended citation: Yongyi Liu, Nicolas Lee, Yunfan Kang, Mohammad Reza Shahneh, Ahmed Mahmood, Vishal Rohith Chinnam, Aparna Vivek Sarawadekar, Samet Oymak, Ibrahim Sabek, Amr Magdy (2024). "Pyneapple-L: Scalable Expressive Learning-based Spatial Analysis." Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, pp. 645-648.
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Synthesizing high-performance computing and machine learning for geospatial knowledge discovery
Published in Annals of GIS, 2025
Recommended citation: Fangzheng Lyu, Yunfan Kang, Shaowen Wang (2025). "Synthesizing high-performance computing and machine learning for geospatial knowledge discovery." Annals of GIS.
I-GUIDE Platform for Geospatial Data-intensive Convergence Research and Education
Published in Practice and Experience in Advanced Research Computing 2025: The Power of Collaboration, 2025
Recommended citation: Shaowen Wang, Furqan Baig, Yunfan Kang, Erick Li, Alexander Michels, Nattapon Jaroenchai, Anand Padmanabhan, Arunesh Kumar, Rajesh Kalyanam, Noah S. Oller Smith, X. Carol Song, Lan Zhao, Steven Manson, Mohan Ramamurthy, Sina Taghavikish, David Tarboton (2025). "I-GUIDE Platform for Geospatial Data-intensive Convergence Research and Education." Practice and Experience in Advanced Research Computing 2025: The Power of Collaboration, pp. 1-5.
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IMS: Incremental Max-P Regionalization With Statistical Constraints
Published in IEEE Transactions on Knowledge and Data Engineering, 2026
Recommended citation: Yunfan Kang, Yiyang Bian, Qinma Kang, Amr Magdy (2026). "IMS: Incremental Max-P Regionalization With Statistical Constraints." IEEE Transactions on Knowledge and Data Engineering, 38(1), 380-398.
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Progressive and Scalable Hotspot Detection through Local K-Function in Spatial Networks
Published in ACM Transactions on Spatial Algorithms and Systems, 2026
Recommended citation: Yunfan Kang, Yongyi Liu, Pratham Juvekar, Ahmed Mahmood, Shaowen Wang, Amr Magdy (2026). "Progressive and Scalable Hotspot Detection through Local K-Function in Spatial Networks." ACM Transactions on Spatial Algorithms and Systems, 12(2), 1-35.
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talks
Democratizing Convergence Science through Open Search and API Capabilities of the I-GUIDE Platform
Published:
AI-Driven Spatial, Semantic, and Full-Text Search: An Integrated Framework for the I-GUIDE Platform
Published: