papers.bib

---
---

@inproceedings{sariyuce2011improving,
  title = {Improving Graph Coloring on Distributed-memory Parallel Computers},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {International Conference on High Performance Computing},
  pages = {1--10},
  year = {2011},
  month = {Dec},
  abbr = {HiPC},
  acrate = {19.4},
  doi = {10.1109/HiPC.2011.6152726},
  pdf = {hipc11.pdf}
}

@inproceedings{sariyuce2012scalable,
  title = {Scalable Hybrid Implementation of Graph Coloring using MPI and OpenMP},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {Workshop on Parallel Computing and Optimization, in conjunction with IPDPS},
  pages = {1744--1753},
  year = {2012},
  month = {May},
  abbr = {PCO},
  acrate = {},
  doi = {10.1109/IPDPSW.2012.216},
  pdf = {pco12.pdf}
}

@inproceedings{sariyuce2013shattering,
  title = {Shattering and Compressing Networks for Betweenness Centrality},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and Kaya, Kamer and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {SIAM Data Mining Conference},
  year = {2013},
  month = {May},
  abbr = {SDM},
  acrate = {25.5},
  doi = {10.1137/1.9781611972832.76},
  pdf = {sdm13.pdf},
  code = {http://tda.gatech.edu/software/badios/index.html}
}

@inproceedings{sariyuce2013betweenness,
  title = {Betweenness Centrality on {GPU}s and Heterogeneous Architectures},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Kaya, Kamer and Saule, Erik and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {Workshop on General Purpose Processor Using GPUs, in conjunction with ASPLOS},
  pages = {76--85},
  year = {2013},
  month = {April},
  abbr = {GPGPU},
  acrate = {39.4},
  doi = {10.1145/2458523.2458531},
  pdf = {gpgpu13.pdf},
  code = {http://tda.gatech.edu/software/gpuBC/index.html}
}

@inproceedings{sariyuce2013streaming,
  title = {Streaming Algorithms for k-core Decomposition},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Gedik, Bu{\u{g}}ra and Jacques-Silva, Gabriela and Wu, Kun-Lung and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {International Conference on Very Large Data Bases},
  volume = {6},
  number = {6},
  pages = {433--444},
  year = {2013},
  month = {Aug},
  abbr = {VLDB},
  acrate = {22.7},
  doi = {10.14778/2536336.2536344},
  pdf = {vldb13.pdf},
  code = {../codes/streaming_kcore.tar.gz}
}

@inproceedings{sariyuce2013streamer,
  title = {STREAMER: A Distributed Framework for Incremental Closeness Centrality Computation},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and Kaya, Kamer and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {IEEE International Conference on Cluster Computing},
  pages = {1--8},
  year = {2013},
  month = {Sep},
  abbr = {Cluster},
  acrate = {31.2},
  doi = {10.1109/CLUSTER.2013.6702680},
  pdf = {cluster13.pdf}
}

@inproceedings{sariyuce2013incremental,
  title = {Incremental Algorithms for Closeness Centrality},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Kaya, Kamer and Saule, Erik and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {IEEE International Conference on Big Data},
  pages = {487--492},
  year = {2013},
  month = {Oct},
  abbr = {BigData},
  acrate = {37.3},
  doi = {10.1109/BigData.2013.6691611},
  pdf = {bigdata13.pdf}
}

@inproceedings{sariyuce2014hardware,
  title = {Hardware/Software Vectorization for Closeness Centrality on Multi-/Many-core Architectures},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and Kaya, Kamer and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {Workshop on Multithreaded Architectures and Applications, in conjunction with IPDPS},
  pages = {1386--1395},
  year = {2014},
  abbr = {MTAAP},
  acrate = {},
  doi = {10.1109/IPDPSW.2014.156},
  pdf = {mtaap14.pdf}
}

@article{sariyuce2015regularizing,
  title = {Regularizing Graph Centrality Computations},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and Kaya, Kamer and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  journal = {Journal of Parallel and Distributed Computing},
  volume = {76},
  pages = {106--119},
  year = {2015},
  month = {Feb},
  abbr = {JPDC},
  acrate = {},
  doi = {10.1016/j.jpdc.2014.07.006},
  pdf = {jpdc15.pdf}
}

@article{sariyuce2015incremental,
  title = {Incremental Closeness Centrality in Distributed Memory},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Saule, Erik and Kaya, Kamer and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  journal = {Parallel Computing},
  volume = {47},
  pages = {3--18},
  year = {2015},
  month = {Aug},
  abbr = {ParCo},
  acrate = {},
  doi = {10.1016/j.parco.2015.01.003},
  pdf = {parco15.pdf}
}

@inproceedings{sariyuce2015finding,
  title = {Finding the Hierarchy of Dense Subgraphs using Nucleus Decompositions},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Seshadhri, C and Pinar, Ali and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {International Conference on World Wide Web},
  pages = {927--937},
  year = {2015},
  month = {May},
  abbr = {WWW},
  acrate = {14.1},
  doi = {10.1145/2736277.2741640},
  pdf = {www15.pdf},
  award = {Best Paper Runner-up},
  code = {../codes/nucleus_master.zip}
}

@article{sariyuce2016sonic,
  title = {SONIC: Streaming Overlapping Community Detection},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Gedik, Bu{\u{g}}ra and Jacques-Silva, Gabriela and Wu, Kun-Lung and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  journal = {Data Mining and Knowledge Discovery},
  volume = {30},
  number = {4},
  pages = {819--847},
  year = {2016},
  month = {Jul},
  abbr = {DAMI},
  acrate = {},
  doi = {10.1007/s10618-015-0440-z},
  pdf = {dami16.pdf}
}


@article{sariyuce2016incremental,
  title = {Incremental k-core Decomposition: Algorithms and Evaluation},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Gedik, Bu{\u{g}}ra and Jacques-Silva, Gabriela and Wu, Kun-Lung and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  journal = {The VLDB Journal},
  volume = {25},
  number = {3},
  pages = {425--447},
  year = {2016},
  month = {Jun},
  abbr = {VLDBJ},
  acrate = {},
  doi = {10.1007/s00778-016-0423-8},
  pdf = {vldbj16.pdf},
  code = {../codes/streaming_kcore.tar.gz}
}

@inproceedings{jacques2016consistent,
  title = {Consistent Regions: Guaranteed Tuple Processing in {IBM} Streams},
  author = {Jacques-Silva, Gabriela and Zheng, Fang and Debrunner, Daniel and Wu, Kun-Lung and Dogaru, Victor and Johnson, Eric and Spicer, Michael and Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {International Conference on Very Large Data Bases, Industrial Track},
  volume = {9},
  number = {13},
  pages = {1341--1352},
  year = {2016},
  month = {Jun},
  abbr = {VLDB},
  acrate = {33.3},
  doi = {10.14778/3007263.3007272},
  pdf = {vldb16.pdf}
}

@inproceedings{sariyuce2016fast,
  title = {Fast Hierarchy Construction for Dense Subgraphs},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Pinar, Ali},
  booktitle = {International Conference on Very Large Data Bases},
  volume = {10},
  number = {3},
  year = {2017},
  month = {Aug},
  abbr = {VLDB},
  acrate = {17.7},
  doi = {10.14778/3021924.3021927},
  pdf = {vldb17.pdf},
  code = {../codes/nucleus_master.zip}
}

@article{sariyuce2017graph,
  title = {Graph Manipulations for Fast Centrality Computation},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Kaya, Kamer and Saule, Erik and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  volume = {11},
  number = {3},
  pages = {1--25},
  year = {2017},
  month = {Mar},
  abbr = {TKDD},
  acrate = {},
  doi =	{10.1145/3022668},
  pdf = {tkdd17.pdf}
}

@article{sariyuce2017nucleus,
  title = {Nucleus Decompositions for Identifying Hierarchy of Dense Subgraphs},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Seshadhri, C and Pinar, Ali and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  journal = {ACM Transactions on the Web},
  volume = {11},
  number = {3},
  pages = {1--27},
  year = {2017},
  month = {Jul},
  abbr = {TWEB},
  acrate = {},
  doi =	{10.1145/3057742},
  pdf = {tweb17.pdf},
  code = {../codes/nucleus_master.zip}
}

@inproceedings{sariyuce2018peeling,
  title = {Peeling Bipartite Networks for Dense Subgraph Discovery},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Pinar, Ali},
  booktitle = {ACM International Conference on Web Search and Data Mining},
  pages = {504-512},
  year = {2018},
  month = {Feb},
  abbr = {WSDM},
  acrate = {18.4},
  doi =	{10.1145/3219819.3220097},
  pdf = {wsdm18.pdf},
  code = {../codes/nucleus_master.zip}
}

@inproceedings{laishram2018measuring,
  title = {Measuring and Improving the Core Resilience of Networks},
  author = {Laishram, Ricky and Sar{\i}y{\"u}ce, A. Erdem and Eliassi-Rad, Tina and Pinar, Ali and Soundarajan, Sucheta},
  booktitle = {The Web Conference},
  pages = {609-618},
  year = {2018},
  month = {May},
  abbr = {WWW},
  acrate = {14.8},
  doi =	{10.1145/3178876.3186127},
  pdf = {www18.pdf}
}

@inproceedings{sanei2018butterfly,
  title = {Butterfly Counting in Bipartite Networks},
  author = {Sanei-Mehri, Seyed-Vahid and Sar{\i}y{\"u}ce, A. Erdem and Tirthapura, Srikanta},
  booktitle = {ACM International Conference on Knowledge Discovery \& Data Mining},
  pages = {2150-2159},
  year = {2018},
  month = {Aug},
  abbr = {SIGKDD},
  acrate = {18.4},
  doi = {10.1145/3219819.3220097},
  pdf = {sigkdd18.pdf},
  code = {https://github.com/beginner1010/butterfly-counting}
}

@inproceedings{ozkaya2018local,
  title = {Local Detection of Critical Nodes in Active Graphs},
  author = {{\"O}zkaya, M Yusuf and Sar{\i}y{\"u}ce, A. Erdem and Pinar, Ali and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
  pages = {107-110},
  year = {2018},
  month = {Aug},
  abbr = {ASONAM},
  acrate = {31},
  doi = {10.1109/ASONAM.2018.8508323},
  pdf = {asonam18.pdf}
}

@inproceedings{liu2019analysis,
  title = {Analysis of Core and Truss Decompositions on Real-world Networks},
  author = {Liu, Penghang and Sar{\i}y{\"u}ce, A Erdem},
  booktitle = {International Workshop on Mining and Learning with Graphs, in conjunction with SIGKDD},
  year = {2019},
  month = {Aug},
  abbr = {MLG},
  acrate = {},
  doi = {},
  pdf = {mlg19.pdf}
}

@inproceedings{sariyuce19local,
  title = {Local Algorithms for Hierarchical Dense Subgraph Discovery},
  author = {Sar{\i}y{\"u}ce, A. Erdem and Seshadhri, C and Pinar, Ali},
  booktitle = {International Conference on Very Large Data Bases},
  volume = {12},
  number = {1},
  year = {2019},
  month = {Aug},
  abbr = {VLDB},
  acrate = {18.9},
  doi =	{10.14778/3275536.3275540},
  pdf = {vldb19.pdf},
  code = {../codes/nucleus_master.zip}
}

@inproceedings{sanei2019fleet,
  title = {FLEET: Butterfly Estimation from a Bipartite Graph Stream},
  author = {Sanei-Mehri, Seyed-Vahid and Zhang, Yu and Sar{\i}y{\"u}ce, A. Erdem and Tirthapura, Srikanta},
  booktitle = {ACM International Conference on Information and Knowledge Management},
  pages = {1201--1210},
  year = {2019},
  month = {Nov},
  abbr = {CIKM},
  acrate = {19.4},
  doi = {10.1145/3357384.3357983},
  pdf = {cikm19.pdf},
  code = {https://github.com/beginner1010/fleet}
}

@inproceedings{laishram2020residual,
  title = {Residual Core Maximization: An Efficient Algorithm for Maximizing the Size of the k-Core},
  author = {Laishram, Ricky and Sar{\i}y{\"u}ce, A. Erdem and Eliassi-Rad, Tina and Pinar, Ali and Soundarajan, Sucheta},
  booktitle = {SIAM International Conference on Data Mining},
  pages = {325--333},
  year = {2020},
  month = {Nov},
  abbr = {SDM},
  acrate = {24},
  doi = {10.1137/1.9781611976236.37},
  pdf = {sdm20.pdf},
  code = {https://github.com/rlaishra/RCM}
}

@inproceedings{zheng2020identifying,
  title = {Identifying Taxonomic Units in Metagenomic DNA Streams},
  author = {Zheng, Vicky and Sar{\i}y{\"u}ce, A. Erdem and Zola, Jaroslaw},
  booktitle = {International Workshop on Data Mining in Bioinformatics, in conjunction with SIGKDD},
  year = {2020},
  month = {Aug},
  abbr = {BIOKDD},
  acrate = {40},
  doi = {10.1137/1.9781611976236.37},
  pdf = {biokdd20.pdf},
  code = {https://github.com/vickymzheng/transclosures}
}

@inproceedings{monir2020using,
  title = {Using Large Cliques for Hierarchical Dense Subgraph Discovery},
  author = {Monir, Md Moniruzzaman and Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {International Conference on Computational Data and Social Networks},
  pages = {179--192},
  year = {2020},
  month = {Dec},
  abbr = {CSoNET},
  acrate = {26.5},
  doi = {10.1007/978-3-030-66046-8_15},
  award = {Best Paper Runner-up},
  pdf = {csonet20.pdf},
  code = {../codes/largeND.zip}
}

@inproceedings{liu2020characterizing,
  title = {Characterizing and Utilizing the Interplay Between Core and Truss Decompositions},
  author = {Liu, Penghang and Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {IEEE International Conference on Big Data},
  pages = {957--962},
  year = {2020},
  month = {Dec},
  abbr = {BigData},
  acrate = {31.9},
  doi = {10.1109/BigData50022.2020.9378497},
  pdf = {bigdata20.pdf},
  code = {https://github.com/penghangliu/Core-Truss}
}

@inproceedings{sariyuce2021motif,
  title = {Motif-driven Dense Subgraph Discovery in Directed and Labeled Networks},
  author = {Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {The Web Conference},
  pages = {379--390},
  year = {2021},
  month = {Dec},
  abbr = {WWW},
  acrate = {20.6},
  doi = {10.1145/3442381.3450055},
  pdf = {www21.pdf},
  code = {../codes/quark_decomposition.tar}
}

@article{liu2021temporal,
  title = {Temporal Network Motifs: Models, Limitations, Evaluation},
  author = {Liu, Penghang and Guarrasi, Valerio and Sar{\i}y{\"u}ce, A. Erdem},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  year = {2021},
  month = {Dec},
  abbr = {TKDE},
  acrate = {},
  doi = {10.1109/TKDE.2021.3077495},
  pdf = {tkde21.pdf},
  code = {https://codeocean.com/capsule/2357562/tree/v2}
}

@article{liu2022temporal,
  title = {Temporal Motifs in Patent Opposition and Collaboration Networks},
  author = {Liu, Penghang and Masuda, Naoki and Kito, Tomomi and Sar{\i}y{\"u}ce, A. Erdem},
  journal = {Scientific Reports},
  volume = {12},
  number = {1},
  pages = {1--11},
  year = {2022},
  month = {Feb},
  abbr = {SciRep},
  acrate = {},
  doi = {10.1038/s41598-022-05217-8},
  pdf = {scirep22.pdf},
  extended = {https://www.nature.com/articles/s41598-022-05217-8}
}

@article{zheng2022identifying,
  title = {Identifying Taxonomic Units in Metagenomic DNA Streams on Mobile Devices},
  author = {Zheng, Vicky and Sar{\i}y{\"u}ce, A. Erdem and Zola, Jaroslaw},
  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  year = {2022},
  month = {Feb},
  abbr = {TCBB},
  acrate = {},
  doi = {10.1109/TCBB.2022.3172661},
  pdf = {tcbb22.pdf},
  code = {https://github.com/vickymzheng/transclosures}
}

@inproceedings{Niu22,
  author = {Niu, Jason and Zola, Jaroslaw and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Counting Induced 6-Cycles in Bipartite Graphs},
  booktitle = {International Conference on Parallel Processing},
  articleno = {36},
  numpages = {10},
  year = {2022},
  month = {Sep},
  abbr = {ICPP},
  acrate = {27},
  doi = {10.1145/3545008.3545076},
  pdf = {icpp22.pdf},
  code = {https://github.com/erdemUB/ICPP22-and-TKDE25}
}

@inproceedings{Niu23,
  author = {Niu, Jason and Sar{\i}y{\"u}ce, A. Erdem},
  title = {On Cohesively Polarized Communities in Signed Networks},
  booktitle = {International Workshop on Cyber Social Threats, in conjunction with WWW},
  pages = {1339–1347},
  year = {2023},
  month = {May},
  abbr = {CySoc},
  acrate = {},
  doi = {10.1145/3543873.3587698},
  pdf = {cysoc23.pdf},
  code = {https://github.com/erdemUB/CySoc23-and-KAIS25}
}

@inproceedings{Liu23,
  author = {Liu, Penghang and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Using Motif Transitions for Temporal Graph Generation},
  booktitle = {ACM International Conference on Knowledge Discovery \& Data Mining},
  pages = {1501–1511},
  year = {2023},
  month = {Aug},
  abbr = {SIGKDD},
  acrate = {22.1},
  doi = {10.1145/3580305.3599540},
  pdf = {sigkdd23.pdf},
  code = {https://github.com/erdemUB/KDD23-MTM}
}

@inproceedings{Honcharov23,
  author = {Honcharov, Danylo and Sar{\i}y{\"u}ce, A. Erdem and Laishram, Ricky and Soundarajan, Sucheta},
  title = {Skeletal Cores and Graph Resilience},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  pages = {293-308},
  year = {2023},
  month = {Sep},
  abbr = {ECML/PKDD},
  acrate = {23.9},
  doi = {10.1007/978-3-031-43418-1_18},
  pdf = {ecmlpkdd23b.pdf},
  code = {https://github.com/honcharov-danylo/extended_skeletal}
}

@inproceedings{Hossain23,
  author = {Hossain, Jakir and Soundarajan, Sucheta and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Quantifying Node-Based Core Resilience},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  pages = {259-276},
  year = {2023},
  month = {Sep},
  abbr = {ECML/PKDD},
  acrate = {23.9},
  doi = {10.1007/978-3-031-43418-1_16},
  pdf = {ecmlpkdd23a.pdf},
  code = {https://github.com/erdemUB/ECMLPKDD23}
}

@inproceedings{An24,
  author = {An, Zijian and Breuhaus, Jessica and Niu, Jason and Sar{\i}y{\"u}ce, A. Erdem and Joseph, Kenny},
  title = {Curated and Asymmetric Exposure: A Case Study of Partisan Talk during COVID on Twitter},
  booktitle = {International Conference on Web and Social Media},
  pages = {},
  year = {2024},
  month = {June},
  abbr = {ICWSM},
  acrate = {35.6},
  doi = {https://doi.org/10.1609/icwsm.v18i1.31298},
  pdf = {icwsm24.pdf},
}

@inproceedings{Demirbas24,
  author = {Demirbas, Ahmet Y. and Hossain, Jakir and Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {International Workshop on Data-Centric AI, in conjunction with BigData},
  title = {{From Words to Actions: A Comprehensive Approach to Identifying Incel Behavior on Reddit}},
  year = {2024},
  abbr = {DCAI},
  pages = {5745-5754},
  doi = {10.1109/BigData62323.2024.10824947},
  pdf = {dcai24.pdf},
  code = {https://github.com/ahmetdemirbas-git/RedditIncelAnalysis}
}

@inproceedings{Niu24,
  author = {Niu, Jason and Amburg, Ilya D. and Aksoy, Sinan G. and Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {IEEE International Conference on Big Data},
  title = {Retrieving Top-k Hyperedge Triplets: Models and Applications},
  year = {2024},
  abbr = {BigData},
  pages = {630-639},
  doi = {10.1109/BigData62323.2024.10825860},
  pdf = {bigdata24.pdf},
  code = {https://github.com/pnnl/hyperedge-triplets}
}

@inproceedings{Gopalakrishnan25,
  author = {Gopalakrishnan, Atul Anand and Hossain, Jakir and Elmas, Tugrulcan and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Large Engagement Networks for Classifying Coordinated Campaigns and Organic Twitter Trends},
  booktitle = {International Conference on Web and Social Media},
  pages = {688-702},
  year = {2025},
  month = {March},
  abbr = {ICWSM},
  acrate = {},
  doi = {10.1609/icwsm.v19i1.35839},
  pdf = {icwsm25.pdf},
  code = {https://github.com/erdemUB/LEN},
  dataset = {https://erdemub.github.io/large-engagement-network/}
}

@article{Niu25,
  author = {Niu, Jason and Zola, Jaroslaw and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Fast Counting and Utilizing Induced 6-Cycles in Bipartite Networks},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  year = {2025},
  month = {April},
  abbr = {TKDE},
  doi = {10.1109/TKDE.2025.3546516},
  pdf = {tkde25.pdf},
  code = {https://github.com/erdemUB/ICPP22-and-TKDE25}
}

@inproceedings{Gopalakrishnan25ecml,
  author = {Gopalakrishnan, Atul Anand and Hossain, Jakir and Elmas, Tugrulcan and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Density-aware Walks for Coordinated Campaign Detection},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases },
  pages = {},
  month = {May},
  year = {2025},
  abbr = {ECML/PKDD},
  doi = {10.1007/978-3-032-06129-4_17},
  acrate = {},
  pdf = {ecmlpkdd25.pdf},
  code = {https://github.com/erdemUB/ECMLPKDD25}
}

@article{Sariyuce25,
  author = {Sar{\i}y{\"u}ce, A. Erdem},
  title = {A Powerful Lens for Temporal Network Analysis: Temporal Motifs},
  journal = {Discover Data},
  month = {June},
  year = {2025},
  abbr = {DiscoverData},
  doi = {10.1007/s44248-025-00032-8},
  pdf = {dd25.pdf}
}

@article{Niu25-KAIS,
  author = {Niu, Jason and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Characterizing and Locating Polarized Communities in Signed Networks},
  journal = {Knowledge and Information Systems},
  year = {2025},
  month = {July},
  abbr = {KAIS},
  doi = {10.1007/s10115-025-02583-3},
  pdf = {kais25.pdf},
  code = {https://github.com/erdemUB/CySoc23-and-KAIS25}
}

@inproceedings{Liu25,
  title = {Temporal Motifs for Financial Networks: A Study on Mercari, JPMC, and Venmo Platforms},
  author = {Liu, Penghang and Altun, Bahadir and Acharyya, Rupam and Tillman, Robert and Kimura, Shunya and Masuda, Naoki and Sar{\i}y{\"u}ce, A. Erdem},
  booktitle = {IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},
  pages = {107-110},
  year = {2025},
  month = {Aug},
  abbr = {ASONAM},
  doi = {},
  pdf = {asonam25.pdf},
  code = {https://github.com/erdemUB/ASONAM25},
  extended = {https://arxiv.org/abs/2301.07791}
}

@inproceedings{Hossain25,
  author = {Hossain, Jakir and Soundarajan, Sucheta and Sar{\i}y{\"u}ce, A. Erdem},
  title = {Robustness of Truss Decomposition and Implications for GNN-based Edge Classification},
  booktitle = {Workshop on Graph Techniques for Adversarial Activity Analytics, in conjunction with ICDM},
  year = {2025},
  month = {Nov},
  abbr = {GTA3},
  doi = {},
  pdf = {icdmw25.pdf},
  code = {https://github.com/erdemUB/ICDMW25}
}

@inproceedings{Niu26,
  title = {Parallel Louvain Algorithms with Convergence Guarantee},
  author = {Niu, Jason and {\"O}zkaya, M Yusuf and Sar{\i}y{\"u}ce, A. Erdem and {\c{C}}ataly{\"u}rek, {\"U}mit V.},
  booktitle = {IEEE International Parallel and Distributed Processing Symposium},
  pages = {},
  year = {2026},
  month = {May},
  abbr = {IPDPS},
  doi = {},
  pdf = {},
  code = {},
}