Publications

[Extracted from DiVA, the publication database at KTH.]

Zamboni, S.; Kefato, Z.; Girdzijauskas, S.; Norén, C.; Dal Col, L. (2022):
Pedestrian trajectory prediction with convolutional neural networks.
Pattern Recognition 121: [Details]
Isaksson, M.; Listo Zec, E.; Cöster, R.; Daniel, G.; Girdzijauskas, S. (2022):
Adaptive Expert Models for Personalization in Federated Learning.
[Conference paper] International Workshop on Trustworthy Federated Learning , Vienna, Austria, July 23, 2022; International Workshop on Trustworthy Federated Learningin Conjunction with IJCAI 2022 (FL-IJCAI'22) [Details]
Pozzoli, S.; Girdzijauskas, S. (2022):
Not Only Degree Matters: Diffusion-Driven Role Recognition.
[Conference paper] Open Challenges in Online Social Networks; [Details]
Kefato, Z.; Girdzijauskas, S.; Sheikh, N.; Montresor, A. (2021):
Dynamic embeddings for interaction prediction.
[Conference paper] 2021 World Wide Web Conference, WWW 2021, 19 April 2021 through 23 April 2021, Ljubljana Slovenia; The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021 1609-1618 [Details]
Lee, Z.; Girdzijauskas, S.; Papapetrou, P. (2021):
Z-Embedding - A Spectral Representation of Event Intervals for Efficient Clustering and Classification.
[Conference paper] European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), SEP 14-18, 2020, ELECTR NETWORK; Machine Learning And Knowledge Discovery In Databases, ECML PKDD 2020, Pt I 710-726 [Details]
Antaris, S.; Rafailidis, D.; Girdzijauskas, S. (2021):
Knowledge distillation on neural networks for evolving graphs.
Social Network Analysis and Mining 11: [Details]
Roy, D.; Girdzijauskas, S.; Socolovschi, S. (2021):
Confidence-Calibrated Human Activity Recognition.
Sensors 21: 6566-6566 [Details]
Giaretta, L.; Lekssays, A.; Carminati, B.; Ferrari, E.; Girdzijauskas, S. (2021):
LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks.
[Conference paper] European Symposium on Research in Computer Security (ESORICS); Computer Security – ESORICS 2021 [Details]
Giaretta, L.; Savvidis, I.; Marchioro, T.; Girdzijauskas, S.; Pallis, G.; Dikaiakos, M.; Markatos, E. (2021):
PDS2 - A user-centered decentralized marketplace for privacy preserving data processing.
[Conference paper] 37th IEEE International Conference on Data Engineering (IEEE ICDE), APR 19-22, 2021, ELECTR NETWORK; 2021 IEEE 37TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING WORKSHOPS (ICDEW 2021) 92-99 [Details]
Kefato, Z.; Girdzijauskas, S. (2021):
Self-supervised Graph Neural Networks without explicit negative sampling.
[Conference paper] The International Workshop on Self-Supervised Learning for the Web (SSL'21), at WWW'21; [Details]
Giaretta, L.; Savvidis, I.; Marchioro, T.; Girdzijauskas, S.; Pallis, G.; Dikaiakos, M.; Markatos, E. (2021):
PDS2: A user-centered decentralized marketplace for privacy preserving data processing.
[Conference paper] Third International Workshop on Blockchain and Data Management; Third International Workshop on Blockchain and Data Management (BlockDM 2021), in conjunction with the 37th IEEE International Conference on Data Engineering (ICDE), April 19, 2021, Chania, Crete, Greece [Details]
Alkathiri, A.; Giaretta, L.; Girdzijauskas, S.; Sahlgren, M. (2021):
Decentralized Word2Vec Using Gossip Learning.
[Conference paper] 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021); Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021) [Details]
Antaris, S.; Rafailidis, D.; Girdzijauskas, S. (2021):
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming.
[Conference paper] 9th IEEE International Conference on Big Data (IEEE BigData), 15-18 December, 2021, Virtual; 2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) 1787-1796 [Details]
Antaris, S.; Rafailidis, D.; Girdzijauskas, S. (2020):
EGAD - Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events.
[Conference paper] 8th IEEE International Conference on Big Data (Big Data), DEC 10-13, 2020, ELECTR NETWORK; 2020 IEEE international conference on big data (big data) 1455-1464 [Details]
Montesi, D.; Girdzijauskas, S.; Vlassov, V. (2020):
Repeating Link Prediction over Dynamic Graphs.
[Conference paper] 2020 IEEE International Conference on Big Data (Big Data); 2020 IEEE International Conference on Big Data (Big Data) 4420-4428 [Details]
Pozzoli, S.; Soliman, A.; Bahri, L.; Branca, R.; Girdzijauskas, S.; Brambilla, M. (2020):
Domain expertise–agnostic feature selection for the analysis of breast cancer data.
Artificial Intelligence in Medicine 108: [Details]
Kefato, Z.; Girdzijauskas, S. (2020):
Gossip and Attend: Context-Sensitive Graph Representation Learning.
[Conference paper] 14-th International Conference on Web and Social Media, ICWSM'20; In Proc. of the 14-th International AAAI Conference on Web and Social Media, ICWSM'20 [Details]
Soliman, A.; Girdzijauskas, S.; Bouguelia, M.; Pashami, S.; Nowaczyk2, S. (2020):
Decentralized and Adaptive K-Means Clusteringfor Non-IID Data using HyperLogLog Counters.
[Conference paper] The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, 11-16 May 2020; Proceedings of The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Singapore, 11-16 May 2020. [Details]
Bahri, L.; Girdzijauskas, S. (2019):
Trust mends blockchains - Living up to expectations.
[Conference paper] 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019, Dallas, TX, USA, July 7-10, 2019; Proceedings - International Conference on Distributed Computing Systems 1358-1368 [Details]
Apolonia, N.; Freitag, F.; Navarro, L.; Girdzijauskas, S. (2019):
Socially aware microcloud service overlay optimization in community networks.
Software, practice & experience 49: [Details]
Bahri, L.; Girdzijauskas, S. (2019):
Trust Mends Blockchains: Living up to Expectations.
[Conference paper] IEEE 39th International Conference on Distributed Computing Systems - ICDCS 2019; IEEE 39th International Conference on Distributed Computing Systems (ICDCS), Dallas, July 7-10 2019 [Details]
Giaretta, L.; Girdzijauskas, S. (2019):
Gossip Learning - Off the Beaten Path.
[Conference paper] 2019 IEEE International Conference on Big Data (IEEE Big Data 2019), December 9-12, 2019, Los Angeles, CA, USA; [Details]
Bahri, L.; Girdzijauskas, S. (2019):
Blockchain technology - Practical P2P computing (Tutorial).
[Conference paper] June 2019, Article number 8791982, Pages 249-2504th IEEE International Workshops on Foundations and Applications of Self* Systems, FAS*W 2019; Umea; Sweden; 16 June 2019 through 20 June 2019; Proceedings - 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems, FAS*W 2019 249-250 [Details]
Girdzijauskas, S.; Pallis, G.; Wu, Y. (2019):
Welcome from the Program Chairs.
[Conference paper] 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019, Larnaca, 14-17 May 2019; Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019 XVI-XVII [Details]
Kefato, Z.; Sheikh, N.; Bahri, L.; Soliman, A.; Montresor, A.; Girdzijauskas, S. (2018):
CAS2VEC - Network-Agnostic Cascade Prediction in Online Social Networks.
[Conference paper] 2018 FIFTH INTERNATIONAL CONFERENCE ON SOCIAL NETWORKS ANALYSIS, MANAGEMENT AND SECURITY (SNAMS); 72-79 [Details]
Ghoorchian, K.; Girdzijauskas, S. (2018):
Spatio-Temporal Multiple Geo-Location Identification on Twitter.
[Conference paper] 2018 IEEE International Conference on Big Data, Big Data 2018; Seattle; United States; 10 December 2018 through 13 December 2018; Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018 3412-3421 [Details]
Sozinov, K.; Vlassov, V.; Girdzijauskas, S. (2018):
Human Activity Recognition Using Federated Learning.
[Conference paper] 16th IEEE ISPA / 17th IEEE IUCC / 8th IEEE BDCloud / 11th IEEE SocialCom / 8th IEEE SustainCom, DEC 11-13, 2018, Melbourne, AUSTRALIA; 2018 IEEE INT CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, UBIQUITOUS COMPUTING & COMMUNICATIONS, BIG DATA & CLOUD COMPUTING, SOCIAL COMPUTING & NETWORKING, SUSTAINABLE COMPUTING & COMMUNICATIONS 1103-1111 [Details]
Kefato, Z.; Sheikh, N.; Bahri, L.; Soliman, A.; Girdzijauskas, S.; Montresor, A. (2018):
CaTS: Network-Agnostic Virality Prediction Model to Aid Rumour Detection.
[Conference paper] International Workshop on Rumours and Deception in Social Media (RDSM 2018); [Details]
Abbas, Z.; Al-Shishtawy, A.; Girdzijauskas, S.; Vlassov, V. (2018):
Short-Term Traffic Prediction Using Long Short-Term Memory Neural Networks.
[Conference paper] 2018 IEEE International Congress on Big Data (BigData Congress); 57-65 [Details]
Soliman, A.; Rahimian, F.; Girdzijauskas, S. (2018):
Stad: Stateful Diffusion for Linear Time Community Detection.
[Conference paper] 38th IEEE International Conference on Distributed Computing Systems, ICDCS 2018; Vienna University of Technology (TU Wien)Vienna; Austria; 2 July 2018 through 5 July 2018; 38th IEEE International Conference on Distributed Computing Systems [Details]
Bahri, L.; Girdzijauskas, S. (2018):
When Trust Saves Energy - A Reference Framework for Proof-of-Trust (PoT) Blockchains.
[Conference paper] The Web Conference 2018; WWW '18 Companion Proceedings of the The Web Conference 2018 1165-1169 [Details]
Apolonia, N.; Antaris, S.; Girdzijauskas, Š.; Pallis, G.; Dikaiakos, M. (2018):
SELECT - A distributed publish/subscribe notification system for online social networks.
[Conference paper] 2018 32nd IEEE International Parallel and Distributed Processing Symposium, Vancouver, BC, Canada, 21-25 May, 2018; Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018 970-979 [Details]
Chen, C.; Tock, Y.; Girdzijauskas, S. (2018):
BeaConvey: Co-Design of Overlay and Routing for Topic-basedPublish/Subscribe on Small-World Networks.
[Conference paper] 12th International Conference on Distributed and Event-Based Systems (DEBS 2018); [Details]
Nasir, M.; Gionis, A.; De Francisci Morales, G.; Girdzijauskas, S. (2017):
Fully dynamic algorithm for top-k densest subgraphs.
[Conference paper] 26th ACM International Conference on Information and Knowledge Management, CIKM 2017, Pan Pacific Singapore HotelSingapore, Singapore, 6 November 2017 through 10 November 2017; CIKM '17 Proceedings of the 2017 ACM on Conference on Information and Knowledge Management 1817-1826 [Details]
Soliman, A.; Girdzijauskas, S. (2017):
Adagraph - Adaptive graph-based algorithms for spam detection in social networks.
[Conference paper] 17 May 2017 through 19 May 2017; 5th International Conference on Networked Systems, NETYS 2017 338-354 [Details]
Apolonia, N.; Freitag, F.; Navarro, L.; Girdzijauskas, S.; Vlassov, V. (2017):
Gossip-based service monitoring platform for wireless edge cloud computing.
[Conference paper] IEEE 14th International Conference on Networking, Sensing and Control (ICNSC), Calabria, Italy, 16-18 May, 2017; Proceedings IEEE 14th International Conference on Networking, Sensing and Control (ICNSC) [Details]
Guerrieri, A.; Rahimian, F.; Girdzijauskas, S.; Montresor, A. (2017):
Tovel - Distributed Graph Clustering for Word Sense Disambiguation.
[Conference paper] 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016, Barcelona, Spain, 12 December 2016 through 15 December 2016; IEEE International Conference on Data Mining Workshops, ICDMW 623-630 [Details]
Ghoorchian, K.; Girdzijauskas, S.; Rahimian, F. (2017):
DeGPar - Large Scale Topic Detection usingNode-Cut Partitioning on Dense Weighted Graphs.
[Conference paper] 37th IEEE International Conference on Distributed Computing Systems, ICDCS 2017, J.W. Marriott Hotel, Atlanta, United States, 5 June 2017 through 8 June 2017; 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS) 775-785 [Details]
Soliman, A.; Girdzijauskas, S. (2016):
Adaptive Graph-based algorithms for Spam Detection in Social Networks.
Report [Details]
Soliman, A.; Girdzijauskas, S. (2016):
DLSAS: Distributed Large-Scale Anti-Spam Framework for Decentralized Online Social Networks.
[Conference paper] 2nd IEEE International Conference on Collaboration and Internet Computing (IEEE CIC), NOV 01-03, 2016, Pittsburgh, PA; 2016 IEEE 2ND INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (IEEE CIC) 363-372 [Details]
Laleh, N.; Carminati, B.; Ferrari, E.; Girdzijauskas, S. (2016):
Gossip-based behavioral group identification in decentralized OSNs.
[Conference paper] 16 July 2016 through 21 July 2016; 12th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2016 676-691 [Details]
Bahri, L.; Soliman, A.; Squillaci, J.; Carminati, B.; Ferrari, E.; Girdzijauskas, S. (2016):
Beat the DIVa - Decentralized Identity Validation for Online Social Networks.
[Conference paper] 32nd IEEE International Conference on Data Engineering (ICDE), MAY 16-20, 2016, Helsinki, FINLAND; 2016 32ND IEEE INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE) 1330-1333 [Details]
Soliman, A.; Bahri, L.; Girdzijauskas, Š.; Carminati, B.; Ferrari, E. (2016):
CADIVa - Cooperative and Adaptive Decentralized Identity Validation Model for Social Networks.
Social Network Analysis and Mining 6: [Details]
Soliman, A.; Bahri, L.; Carminati, B.; Ferrari, E.; Girdzijauskas, S. (2015):
DIVa - Decentralized Identity Validation for Social Networks.
[Conference paper] IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), AUG 25-28, 2015, Paris, FRANCE; PROCEEDINGS OF THE 2015 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2015) 383-391 [Details]
Rahimian, F.; Payberah, A.; Girdzijauskas, S.; Jelasity, M.; Haridi, S. (2015):
A Distributed Algorithm for Large-Scale Graph Partitioning.
ACM Transactions on Autonomous and Adaptive Systems 10: [Details]
Sedaghat, M.; Hernandez-Rodriguez, F.; Elmroth, E.; Girdzijauskas, S. (2015):
Divide the task, multiply the outcome - Cooperative VM consolidation.
[Conference paper] 2014 6th IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2014, 15 December - 18 December 2014; Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom 300-305 [Details]
Soliman, A.; Bahri, L.; Carminati, B.; Ferrari, E.; Girdzijauskas, S. (2015):
DIVa: Decentralized Identity Validation for Social Networks.
Report [Details]
Nasir, M.; Girdzijauskas, S. (2015):
Socially-aware distributed hash tables for decentralized online social networks.
[Conference paper] 2015 IEEE International Conference on Peer-to-Peer Computing (P2P); Peer-to-Peer Computing (P2P), 2015 IEEE International Conference on 1-10 [Details]
Ghoorchian, K.; Rahimian, F.; Girdzijauskas, S. (2015):
Semi-Supervised Multiple Disambiguation.
[Conference paper] The 9th IEEE International Conference on Big Data Science and Engineering (IEEE BigDataSE-15); IEEE Computer Society Conference Publishing Services [Details]
Khelghatdoust, M.; Girdzijauskas, S. (2014):
Short - Gossip-based sampling in social overlays.
[Conference paper] 2nd International Conference on Networked Systems, NETYS 2014; Marrakech; Morocco; 15 May 2014 through 17 May 2014; Networked Systems 335-340 [Details]

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