Publications

Recent Publications

• Debaditya Roy , Sarunas Girdzijauskas, and Serghei Socolovschi."Confidence-Calibrated Human Activity Recognition" Sensors 21, no. 19: 6566, 2021. DOI

• Lodovico Giaretta, Ahmed Lekssays, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas “LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks" in ESORICS 2021 (DOI)

• Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas "Knowledge distillation on neural networks for evolving graphs" Social Network Analysis and Mining DOI

• Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas "Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events" to appear in ACM /IEEE ASONAM 2021 (Industrial track)

• Zekarias Kefato, Sarunas Girdzijauskas, Nasrullah Sheikh, Alberto Montresor, "Dynamic Embeddings for Interaction Prediction" to appear in The Web Conference 2021. (video presentation)

•  Giaretta, Lodovico;  Savvidis, Ioannis;  Marchioro, Thomas;  Girdzijauskas, Sarunas;  Pallis, George;  Dikaiakos, Marios D.;  Markatos, Evangelos "PDS2: A user-centered decentralized marketplace for privacy preserving data processing" in BlockDM2021. (DOI)

• Alkathiri, Abdul Aziz;  Giaretta, Lodovico;  Girdzijauskas, Sarunas; Sahlgren, Magnus "Decentralized Word2Vec Using Gossip Learning" in the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021), Reykjavik, Iceland, 2021

• Zed Lee, Šarūnas Girdzijauskas, and Panagiotis Papapetrou, “Z-Embedding: A spectral representation of event intervals for efficient clustering and classification“. In the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML/PKDD) 2020 – to appear

• Zekarias T. Kefato, Sarunas Girdzijauskas "Gossip and Attend: Context-Sensitive Graph Representation Learning",  in ICWSM 2020

• Daniele Montesi, Sarunas Girdzijauskas, Vladimir Vlassov, "Repeating Link Prediction over Dynamic Graphs" in the 4th IEEE International Workshop on Big Data for Financial News and Data (DOI)

• Amira Soliman, Sarunas Girdzijauskas, Mohamed-Rafik Bouguelia , Sepideh Pashami, Slawomir Nowaczyk: Decentralized and Adaptive K-Means Clustering for Non-IID Data using HyperLogLog Counters, in PAKDD 2020 (video presentation)

• Zekarias T. Kefato, Sarunas Girdzijauskas "Graph Neighborhood Attentive Pooling" (pdf), 2020

• Lodovico Giaretta, Sarunas Girdzijauskas “Gossip Learning: Off the Beaten Path”, IEEE BigData 2019 (DOI, video presentation)

• Nuno Apolonia, Felix Freitag, Leandro Navarro, Sarunas Girdzijauskas: Socially Aware Micro-Cloud Service Overaly Optimization in Community Networks. Software: Practice and Experience, 1–13.  DOI  (2019)

• Leila Bahri, Sarunas Girdzijauskas: Trust Mends Blockchains: Living up to Expectations, IEEE 39th International Conference on Distributed Computing Systems, ICDCS 2019 (DOI)

• Zainab Abbas, Ahmad Al-Shishtawy, Sarunas Girdzijauskas, Vladimir Vlassov: Short-Term Traffic Prediction Using Long Short-Term Memory Neural Networks. BigData Congress 2018: 57-65 (DOI)

• Chen Chen, Yoav Tock, Sarunas Girdzijauskas: BeaConvey: Co-Design of Overlay and Routing for Topic-based Publish/Subscribe on Small-World Networks. DEBS 2018: 64-75 (DOI)

• Amira Soliman, Fatemeh Rahimian, Sarunas Girdzijauskas: Stad: Stateful Diffusion for Linear Time Community Detection. ICDCS 2018: 1074-1085 (DOI)

• Nuno Apolónia, Stefanos Antaris, Sarunas Girdzijauskas, George Pallis, Marios D. Dikaiakos: SELECT: A Distributed Publish/Subscribe Notification System for Online Social Networks. IPDPS 2018: 970-979 (DOI)

• Konstantin Sozinov, Vladimir Vlassov, Sarunas Girdzijauskas: Human Activity Recognition Using Federated Learning. In IEEE Big Data and Cloud Computing 2018 (DOI)

• Zekarias T. Kefato, Nasrullah Sheikh, Leila Bahri, Amira Soliman, Alberto Montresor, Sarunas Girdzijauskas: CAS2VEC: Network-Agnostic Cascade Prediction in Online Social Networks. SNAMS 2018: 72-79 (DOI)

• Leila Bahri, Sarunas Girdzijauskas: When Trust Saves Energy: A Reference Framework for Proof of Trust (PoT) Blockchains.WWW (Companion Volume) 2018: 1165-1169 (DOI)

• Muhammad Anis Uddin Nasir, Aristides Gionis, Gianmarco De Francisci Morales, Sarunas Girdzijauskas: Fully Dynamic Algorithm for Top-k Densest Subgraphs. CIKM 2017: 1817-1826 (DOI)

Other

• Sarunas Girdzijauskas: "Navigation in Online Social Networks". KTH, 2015
• Sarunas Girdzijauskas: "Small-World Connectivity and P2P Overlays", EPFL, 2009

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