publications

2024

1. Persistent Energy Localization Determines the Mesoscale Functional Organization of Complex Networks

   Satyaki Sikdar*, Arsham Ghavasieh*, Manlio De Domenico, and Santo Fortunato

   Forthcoming, 2024
2. Sci Rep

   Collaboration and Topic Switches in Science

   Satyaki Sikdar*, Sara Venturini*, Francesco Rinaldi, Francesco Tudisco, and Santo Fortunato

   Scientific Reports, 2024

   Plenary talk at IC2S2 2023 [AR: 1.75%]
   Contributed talks at NetSci 2023, ICSSI 2023

   arXiv Bib Code Poster Slides

   @article{venturini2023collaboration,
     title = {{Collaboration} and {Topic} {Switches} in {Science}},
     author = {Sikdar, Satyaki and Venturini, Sara and Rinaldi, Francesco and Tudisco, Francesco and Fortunato, Santo},
     journal = {Scientific Reports},
     year = {2024},
     keywords = {preprint},
     n_first_authors = {2},
     url = {https://www.nature.com/articles/s41598-024-51606-6},
     award = {Plenary talk at IC2S2 2023 [AR: 1.75%]<br>Contributed talks at NetSci 2023, ICSSI 2023}
   }

2023

1. QSS

   Consistency Pays off in Science

   Sirag Erkol, Satyaki Sikdar, Filippo Radicchi, and Santo Fortunato

   Quantitative Science Studies, 2023

   arXiv Bib HTML Code Website

   @article{erkol2023consistency,
     title = {{Consistency} {Pays} off in {Science}},
     author = {Erkol, Sirag and Sikdar, Satyaki and Radicchi, Filippo and Fortunato, Santo},
     journal = {Quantitative Science Studies},
     year = {2023},
     publisher = {MIT Press},
     url = {https://direct.mit.edu/qss/article/doi/10.1162/qss_a_00252/115369/Consistency-pays-off-in-science},
   }

2. The COVID-19 Research Outbreak: How the Pandemic Culminated in a Surge of New Researchers

   Satyaki Sikdar*, Sara Venturini*, Marie Laure Charpignon, Sagar Kumar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato, and Maimuna S. Majumder

   2023

   Contributed talks at IC2S2 2023, ICSSI 2023

   Slides

2022

1. TKDE

   The Infinity Mirror Test for Graph Models

   Satyaki Sikdar, Daniel Gonzalez Cedre, Trenton W Ford, and Tim Weninger

   Transactions on Knowledge and Data Engineering, 2022

   arXiv Bib HTML Code

   @article{sikdar2022infinity,
     title = {The {Infinity} {Mirror} {Test} for {Graph} {Models}},
     author = {Sikdar, Satyaki and Cedre, Daniel Gonzalez and Ford, Trenton W and Weninger, Tim},
     journal = {Transactions on Knowledge and Data Engineering},
     year = {2022},
     publisher = {IEEE},
     url = {https://ieeexplore.ieee.org/document/9669099},
   }

2. WSDM

   Attributed Graph Modeling with Vertex Replacement Grammars

   Satyaki Sikdar, Neil Shah, and Tim Weninger

   Web Search and Data Mining, 2022

   arXiv Bib HTML Code Slides

   @article{sikdar2022attributed,
     title = {{Attributed} {Graph} {Modeling} with {Vertex} {Replacement} {Grammars}},
     author = {Sikdar, Satyaki and Shah, Neil and Weninger, Tim},
     journal = {Web Search and Data Mining},
     year = {2022},
     url = {https://dl.acm.org/doi/10.1145/3488560.3498492},
   }

2021

1. PhD thesis

   Scalable and Interpretable Graph Modeling with Graph Grammars

   Satyaki Sikdar

   2021

   HTML Slides
2. WSDM

   Joint Subgraph-to-Subgraph Transitions: Generalizing Triadic Closure for Powerful and Interpretable Graph Modeling

   Justus Isaiah Hibshman, Daniel Gonzalez Cedre, Satyaki Sikdar, and Tim Weninger

   ACM International Conference on Web Search and Data Mining, 2021

   arXiv Bib HTML Code

   @article{hibshman2021joint,
     author = {Hibshman, Justus Isaiah and Cedre, Daniel Gonzalez and Sikdar, Satyaki and Weninger, Tim},
     title = {{Joint} {Subgraph}-to-{Subgraph} {Transitions}: {Generalizing} {Triadic} {Closure} for {Powerful} and {Interpretable} {Graph} {Modeling}},
     journal = {ACM International Conference on Web Search and Data Mining},
     year = {2021},
     addendum = {AR:18\%},
     url = {https://dl.acm.org/doi/10.1145/3437963.3441817?cid=99659685817},
   }

2019

1. ICDM

   Modeling Graphs with Vertex Replacement Grammars

   Satyaki Sikdar, Justus Hibshman, and Tim Weninger

   IEEE International Conference on Data Mining, 2019

   arXiv Bib HTML Code Poster

   @article{sikdar2019modeling,
     author = {Sikdar, Satyaki and Hibshman, Justus and Weninger, Tim},
     title = {{Modeling} {Graphs} with {Vertex} {Replacement} {Grammars}},
     journal = {IEEE International Conference on Data Mining},
     year = {2019},
     url = {https://ieeexplore.ieee.org/document/8970955/},
   }

2. BigData

   Towards Interpretable Graph Modeling with Vertex Replacement Grammars

   Justus Hibshman, Satyaki Sikdar, and Tim Weninger

   IEEE International Conference on Big Data, 2019

   arXiv Bib HTML

   @article{hibshman2019towards,
     author = {Hibshman, Justus and Sikdar, Satyaki and Weninger, Tim},
     title = {{Towards} {Interpretable} {Graph} {Modeling} with {Vertex} {Replacement} {Grammars}},
     journal = {IEEE International Conference on Big Data},
     year = {2019},
     addendum = {AR:19\%},
     url = {https://www.computer.org/csdl/proceedings-article/big-data/2019/09006204/1hJsweHCUP6}
   }

2018

1. ICGT

   Synchronous Hyperedge Replacement Graph Grammars

   Corey Pennycuff, Satyaki Sikdar, Catalina Vajiac, David Chiang, and Tim Weninger

   International Conference on Graph Transformation, 2018

   Bib HTML Code Poster

   @article{pennycuff2018synchronous,
     author = {Pennycuff, Corey and Sikdar, Satyaki and Vajiac, Catalina and Chiang, David and Weninger, Tim},
     title = {{Synchronous} {Hyperedge} {Replacement} {Graph} {Grammars}},
     journal = {International Conference on Graph Transformation},
     year = {2018},
     url = {https://link.springer.com/chapter/10.1007/978-3-319-92991-0_2},
   }

2. KAIS

   Fast Detection of Community Structures using Graph Traversal in Social Networks

   Partha Basuchowdhuri, Satyaki Sikdar, Varsha Nagarajan, Khusbu Mishra, Surabhi Gupta, and Subhashis Majumder

   Knowledge and Information Systems, 2018

   arXiv Bib HTML Code

   @article{basuchowdhuri2019fast,
     author = {Basuchowdhuri, Partha and Sikdar, Satyaki and Nagarajan, Varsha and Mishra, Khusbu and Gupta, Surabhi and Majumder, Subhashis},
     title = {{Fast} {Detection} of {Community} {Structures} using {Graph} {Traversal} in {Social} {Networks}},
     journal = {Knowledge and Information Systems},
     year = {2018},
     publisher = {Springer},
     url = {https://link.springer.com/article/10.1007/s10115-018-1209-7},
   }

2016

1. CODS

   Detecting Community Structures in Social Networks by Graph Sparsification

   Partha Basuchowdhuri, Satyaki Sikdar, Sonu Shreshtha, and Subhashis Majumder

   ACM IKDD Conference on Data Science, 2016

   Bib HTML Code

   @article{basuchowdhuri2016detecting,
     author = {Basuchowdhuri, Partha and Sikdar, Satyaki and Shreshtha, Sonu and Majumder, Subhashis},
     title = {{Detecting} {Community} {Structures} in {Social} {Networks} by {Graph} {Sparsification}},
     journal = {ACM IKDD Conference on Data Science},
     year = {2016},
     url = {https://dl.acm.org/doi/10.1145/2888451.2888479},
   }