Sarunas Girdzijauskas

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 80

Top Topics

Social Networks

Graph Representation

Distributed Hash Tables

Human Activity Recognition

Top Venues

Publications

Filip Cornell, Yifei Jin, Jussi Karlgren, Sarunas Girdzijauskas
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors. CoRR (2024)
Ahmed E. Samy, Sarunas Girdzijauskas
Mitigating Sybil Attacks in Federated Learning. ISPEC (2023)
Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis
Learning Cellular Coverage from Real Network Configurations using GNNs. CoRR (2023)
Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis
Learning Cellular Coverage from Real Network Configurations using GNNs. VTC2023-Spring (2023)
Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas
Classifying falls using out-of-distribution detection in human activity recognition. AI Commun. 36 (4) (2023)
Debaditya Roy, Ahmed Lekssays, Sarunas Girdzijauskas, Barbara Carminati, Elena Ferrari
Private, Fair and Secure Collaborative Learning Framework for Human Activity Recognition. UbiComp/ISWC Adjunct (2023)
Ahmed E. Samy, Zekarias T. Kefato, Sarunas Girdzijauskas
Data-Driven Self-Supervised Graph Representation Learning. ECAI (2023)
Susanna Pozzoli, Sarunas Girdzijauskas
On Learning Embeddings at the Intersection of Communities and Roles. SNAMS (2023)
Ahmed E. Samy, Zekarias T. Kefato, Sarunas Girdzijauskas
Graph2Feat: Inductive Link Prediction via Knowledge Distillation. WWW (Companion Volume) (2023)
Debaditya Roy, Sarunas Girdzijauskas
Temporal Differential Privacy for Human Activity Recognition. DSAA (2023)
Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis
Open World Learning Graph Convolution for Latency Estimation in Routing Networks. IJCNN (2022)
Susanna Pozzoli, Sarunas Girdzijauskas
Not Only Degree Matters: Diffusion-Driven Role Recognition. OASIS@HT (2022)
Thomas Marchioro, Lodovico Giaretta, Evangelos P. Markatos, Sarunas Girdzijauskas
Federated Naive Bayes under Differential Privacy. SECRYPT (2022)
Andrea Stefanoni, Sarunas Girdzijauskas, Christina Jenkins, Zekarias T. Kefato, Licia Sbattella, Vincenzo Scotti, Emil Wåreus
Detecting Security Patches in Java Projects Using NLP Technology. ICNLSP (2022)
Filip Cornell, Chenda Zhang, Jussi Karlgren, Sarunas Girdzijauskas
Challenging the Assumption of Structure-based embeddings in Few- and Zero-shot Knowledge Graph Completion. LREC (2022)
Lodovico Giaretta, Thomas Marchioro, Evangelos P. Markatos, Sarunas Girdzijauskas
Towards a Realistic Decentralized Naive Bayes with Differential Privacy. ICSBT/SECRYPT (Revised Selected Papers) (2022)
Ahmed E. Samy, Lodovico Giaretta, Zekarias T. Kefato, Sarunas Girdzijauskas
SchemaWalk: Schema Aware Random Walks for Heterogeneous Graph Embedding. WWW (Companion Volume) (2022)
Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas
Out-of-distribution in Human Activity Recognition. SAIS (2022)
Debaditya Roy, Sarunas Girdzijauskas
Mixing temporal experts for Human Activity Recognition. SAIS (2022)
Edvin Listo Zec, Ebba Ekblom, Martin Willbo, Olof Mogren, Sarunas Girdzijauskas
Decentralized adaptive clustering of deep nets is beneficial for client collaboration. CoRR (2022)
Simone Zamboni, Zekarias Tilahun Kefato, Sarunas Girdzijauskas, Christoffer Norén, Laura Dal Col
Pedestrian trajectory prediction with convolutional neural networks. Pattern Recognit. 121 (2022)
Edvin Listo Zec, Ebba Ekblom, Martin Willbo, Olof Mogren, Sarunas Girdzijauskas
Decentralized Adaptive Clustering of Deep Nets is Beneficial for Client Collaboration. FL@IJCAI (2022)
Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Sarunas Girdzijauskas
Adaptive Expert Models for Personalization in Federated Learning. CoRR (2022)
Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Sarunas Girdzijauskas
Adaptive Expert Models for Federated Learning. FL@IJCAI (2022)
Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis
Open World Learning Graph Convolution for Latency Estimation in Routing Networks. CoRR (2022)
Filip Cornell, Jussi Karlgren, Animesh, Sarunas Girdzijauskas
Symbolic Hyperdimensional Vectors with Sparse Graph Convolutional Neural Networks. IJCNN (2022)
Lodovico Giaretta, Thomas Marchioro, Evangelos P. Markatos, Sarunas Girdzijauskas
Towards a decentralized infrastructure for data marketplaces: narrowing the gap between academia and industry. DE@CoNEXT (2022)
Debaditya Roy, Sarunas Girdzijauskas, Serghei Socolovschi
Confidence-Calibrated Human Activity Recognition. Sensors 21 (19) (2021)
Zekarias T. Kefato, Sarunas Girdzijauskas, Nasrullah Sheikh, Alberto Montresor
Dynamic Embeddings for Interaction Prediction. WWW (2021)
Zekarias T. Kefato, Sarunas Girdzijauskas
Self-supervised Graph Neural Networks without explicit negative sampling. CoRR (2021)
Lodovico Giaretta, Ioannis Savvidis, Thomas Marchioro, Sarunas Girdzijauskas, George Pallis, Marios D. Dikaiakos, Evangelos P. Markatos
: A user-centered decentralized marketplace for privacy preserving data processing. ICDE Workshops (2021)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events. CoRR (2021)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
Meta-reinforcement learning via buffering graph signatures for live video streaming events. ASONAM (2021)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
Knowledge distillation on neural networks for evolving graphs. Soc. Netw. Anal. Min. 11 (1) (2021)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming. IEEE BigData (2021)
Zekarias T. Kefato, Sarunas Girdzijauskas, Hannes Stärk
Jointly Learnable Data Augmentations for Self-Supervised GNNs. CoRR (2021)
Lodovico Giaretta, Ahmed Lekssays, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas
LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks. ESORICS (1) (2021)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming. CoRR (2021)
Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. CoRR (2021)
Abdul Aziz Alkathiri, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
Decentralized Word2Vec Using Gossip Learning. NoDaLiDa (2021)
Zekarias T. Kefato, Sarunas Girdzijauskas
Graph Neighborhood Attentive Pooling. CoRR (2020)
Nuno Apolónia, Felix Freitag, Leandro Navarro, Sarunas Girdzijauskas
Socially aware microcloud service overlay optimization in community networks. Softw. Pract. Exp. 50 (5) (2020)
Zekarias T. Kefato, Sarunas Girdzijauskas, Nasrullah Sheikh, Alberto Montresor
Dynamic Embeddings for Interaction Prediction. CoRR (2020)
Simone Zamboni, Zekarias Tilahun Kefato, Sarunas Girdzijauskas, Christoffer Norén, Laura Dal Col
Pedestrian Trajectory Prediction with Convolutional Neural Networks. CoRR (2020)
Susanna Pozzoli, Amira Soliman, Leila Bahri, Rui Mamede Branca, Sarunas Girdzijauskas, Marco Brambilla
Domain expertise-agnostic feature selection for the analysis of breast cancer data*. Artif. Intell. Medicine 108 (2020)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events. IEEE BigData (2020)
Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas
EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events. CoRR (2020)
Amira Soliman, Sarunas Girdzijauskas, Mohamed-Rafik Bouguelia, Sepideh Pashami, Slawomir Nowaczyk
Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters. PAKDD (1) (2020)
Zed Lee, Sarunas Girdzijauskas, Panagiotis Papapetrou
Z-Embedding: A Spectral Representation of Event Intervals for Efficient Clustering and Classification. ECML/PKDD (1) (2020)
Zekarias T. Kefato, Sarunas Girdzijauskas
Gossip and Attend: Context-Sensitive Graph Representation Learning. CoRR (2020)
Daniele Montesi, Sarunas Girdzijauskas, Vladimir Vlassov
Repeating Link Prediction over Dynamic Graphs. IEEE BigData (2020)
Zekarias T. Kefato, Sarunas Girdzijauskas
Gossip and Attend: Context-Sensitive Graph Representation Learning. ICWSM (2020)
Leila Bahri, Sarunas Girdzijauskas
Blockchain Technology: Practical P2P Computing (Tutorial). FAS*W@SASO/ICAC (2019)
Lodovico Giaretta, Sarunas Girdzijauskas
Gossip Learning: Off the Beaten Path. IEEE BigData (2019)
Leila Bahri, Sarunas Girdzijauskas
Trust Mends Blockchains: Living up to Expectations. ICDCS (2019)
Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Göran Falkman, Sarunas Girdzijauskas, Olof Gönerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary
Eliciting Structures in Data. IUI Workshops (2019)
Leila Bahri, Sarunas Girdzijauskas
When Trust Saves Energy: A Reference Framework for Proof of Trust (PoT) Blockchains. WWW (Companion Volume) (2018)
Amira Soliman, Fatemeh Rahimian, Sarunas Girdzijauskas
Stad: Stateful Diffusion for Linear Time Community Detection. ICDCS (2018)
Chen Chen, Yoav Tock, Sarunas Girdzijauskas
BeaConvey: Co-Design of Overlay and Routing for Topic-based Publish/Subscribe on Small-World Networks. DEBS (2018)
Nuno Apolónia, Stefanos Antaris, Sarunas Girdzijauskas, George Pallis, Marios D. Dikaiakos
SELECT: A Distributed Publish/Subscribe Notification System for Online Social Networks. IPDPS (2018)
Zekarias T. Kefato, Nasrullah Sheikh, Leila Bahri, Amira Soliman, Alberto Montresor, Sarunas Girdzijauskas
CAS2VEC: Network-Agnostic Cascade Prediction in Online Social Networks. SNAMS (2018)
Konstantin Sozinov, Vladimir Vlassov, Sarunas Girdzijauskas
Human Activity Recognition Using Federated Learning. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Kambiz Ghoorchian, Sarunas Girdzijauskas
Spatio-Temporal Multiple Geo-Location Identification on Twitter. IEEE BigData (2018)
Zainab Abbas, Ahmad Al-Shishtawy, Sarunas Girdzijauskas, Vladimir Vlassov
Short-Term Traffic Prediction Using Long Short-Term Memory Neural Networks. BigData Congress (2018)
Muhammad Anis Uddin Nasir, Hiroshi Horii, Marco Serafini, Nicolas Kourtellis, Rudy Raymond, Sarunas Girdzijauskas, Takayuki Osogami
Load Balancing for Skewed Streams on Heterogeneous Cluster. CoRR (2017)
Amira Soliman, Sarunas Girdzijauskas
AdaGraph: Adaptive Graph-Based Algorithms for Spam Detection in Social Networks. NETYS (2017)
Kambiz Ghoorchian, Sarunas Girdzijauskas, Fatemeh Rahimian
DeGPar: Large Scale Topic Detection Using Node-Cut Partitioning on Dense Weighted Graphs. ICDCS (2017)
Muhammad Anis Uddin Nasir, Aristides Gionis, Gianmarco De Francisci Morales, Sarunas Girdzijauskas
Densest Subgraphs. CIKM (2017)
Nuno Apolónia, Felix Freitag, Leandro Navarro, Sarunas Girdzijauskas, Vladimir Vlassov
Gossip-based service monitoring platform for wireless edge cloud computing. ICNSC (2017)
Alessio Guerrieri, Fatemeh Rahimian, Sarunas Girdzijauskas, Alberto Montresor
Tovel: Distributed Graph Clustering for Word Sense Disambiguation. ICDM Workshops (2016)
Leila Bahri, Amira Soliman, Jacopo Squillaci, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas
Beat the DIVa - decentralized identity validation for online social networks. ICDE (2016)
Amira Soliman, Sarunas Girdzijauskas
DLSAS: Distributed Large-Scale Anti-Spam Framework for Decentralized Online Social Networks. CIC (2016)
Amira Soliman, Leila Bahri, Sarunas Girdzijauskas, Barbara Carminati, Elena Ferrari
CADIVa: cooperative and adaptive decentralized identity validation model for social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Naeimeh Laleh, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas
Gossip-Based Behavioral Group Identification in Decentralized OSNs. MLDM (2016)
Muhammad Anis Uddin Nasir, Aristides Gionis, Gianmarco De Francisci Morales, Sarunas Girdzijauskas
Top-k densest subgraphs in sliding-window graph streams. CoRR (2016)
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi
A Distributed Algorithm for Large-Scale Graph Partitioning. ACM Trans. Auton. Adapt. Syst. 10 (2) (2015)
Muhammad Anis Uddin Nasir, Sarunas Girdzijauskas, Nicolas Kourtellis
Socially-aware distributed hash tables for decentralized online social networks. P2P (2015)
Kambiz Ghoorchian, Fatemeh Rahimian, Sarunas Girdzijauskas
Semi-Supervised Multiple Disambiguation. TrustCom/BigDataSE/ISPA (2) (2015)
Amira Soliman, Leila Bahri, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas
DIVa: Decentralized Identity Validation for Social Networks. ASONAM (2015)
Muhammad Anis Uddin Nasir, Sarunas Girdzijauskas, Nicolas Kourtellis
Socially-Aware Distributed Hash Tables for Decentralized Online Social Networks. CoRR (2015)
Mina Sedaghat, Francisco Hernández-Rodriguez, Erik Elmroth, Sarunas Girdzijauskas
Divide the Task, Multiply the Outcome: Cooperative VM Consolidation. CloudCom (2014)
Fatemeh Rahimian, Sarunas Girdzijauskas, Seif Haridi
Parallel Community Detection for Cross-Document Coreference. WI-IAT (1) (2014)
Muhammad Anis Uddin Nasir, Fatemeh Rahimian, Sarunas Girdzijauskas
Gossip-based partitioning and replication for Online Social Networks. ASONAM (2014)
Mansour Khelghatdoust, Sarunas Girdzijauskas
Short: Gossip-Based Sampling in Social Overlays. NETYS (2014)
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Seif Haridi
Distributed Vertex-Cut Partitioning. DAIS (2014)
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning. SASO (2013)
Fatemeh Rahimian, Thinh Le Nguyen Huu, Sarunas Girdzijauskas
Locality-Awareness in a Peer-to-Peer Publish/Subscribe Network. DAIS (2012)
Fatemeh Rahimian, Sarunas Girdzijauskas, Amir H. Payberah, Seif Haridi
Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks. IPDPS (2011)
Sarunas Girdzijauskas, Wojciech Galuba, Vasilios Darlagiannis, Anwitaman Datta, Karl Aberer
Fuzzynet: Ringless routing in a ring-like structured overlay. Peer-to-Peer Netw. Appl. 4 (3) (2011)
Sarunas Girdzijauskas, Anwitaman Datta, Karl Aberer
Structured overlay for heterogeneous environments: Design and evaluation of oscar. ACM Trans. Auton. Adapt. Syst. 5 (1) (2010)
Sarunas Girdzijauskas, Gregory V. Chockler, Ymir Vigfusson, Yoav Tock, Roie Melamed
Magnet: practical subscription clustering for Internet-scale publish/subscribe. DEBS (2010)
Fabius Klemm, Sarunas Girdzijauskas, Jean-Yves Le Boudec, Karl Aberer
On Routing in Distributed Hash Tables. Peer-to-Peer Computing (2007)
Sarunas Girdzijauskas, Anwitaman Datta, Karl Aberer
Oscar: A Data-Oriented Overlay For Heterogeneous Environments. ICDE (2007)
Mirko Steinle, Karl Aberer, Sarunas Girdzijauskas, Christian Lovis
Mapping Moving Landscapes by Mining Mountains of Logs: Novel Techniques for Dependency Model Generation. VLDB (2006)
Sarunas Girdzijauskas, Anwitaman Datta, Karl Aberer
Oscar: Small-World Overlay for Realistic Key Distributions. DBISP2P (2006)
Karl Aberer, Luc Onana Alima, Ali Ghodsi, Sarunas Girdzijauskas, Seif Haridi, Manfred Hauswirth
The Essence of P2P: A Reference Architecture for Overlay Networks. Peer-to-Peer Computing (2005)
Sarunas Girdzijauskas, Anwitaman Datta, Karl Aberer
On Small World Graphs in Non-uniformly Distributed Key Spaces. ICDE Workshops (2005)
Anwitaman Datta, Sarunas Girdzijauskas, Karl Aberer
On de Bruijn Routing in Distributed Hash Tables: There and Back Again. Peer-to-Peer Computing (2004)