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Sarunas Girdzijauskas
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2020 – today
- 2024
- [i18]Filip Cornell, Yifei Jin, Jussi Karlgren, Sarunas Girdzijauskas:
Are We Wasting Time? A Fast, Accurate Performance Evaluation Framework for Knowledge Graph Link Predictors. CoRR abs/2402.00053 (2024) - 2023
- [j10]Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas:
Classifying falls using out-of-distribution detection in human activity recognition. AI Commun. 36(4): 251-267 (2023) - [c70]Debaditya Roy, Sarunas Girdzijauskas:
Temporal Differential Privacy for Human Activity Recognition. DSAA 2023: 1-10 - [c69]Ahmed E. Samy, Zekarias T. Kefato, Sarunas Girdzijauskas:
Data-Driven Self-Supervised Graph Representation Learning. ECAI 2023: 629-636 - [c68]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: 352-358 - [c67]Ahmed E. Samy, Sarunas Girdzijauskas:
Mitigating Sybil Attacks in Federated Learning. ISPEC 2023: 36-51 - [c66]Susanna Pozzoli, Sarunas Girdzijauskas:
On Learning Embeddings at the Intersection of Communities and Roles. SNAMS 2023: 1-8 - [c65]Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis:
Learning Cellular Coverage from Real Network Configurations using GNNs. VTC2023-Spring 2023: 1-6 - [c64]Ahmed E. Samy
, Zekarias T. Kefato
, Sarunas Girdzijauskas
:
Graph2Feat: Inductive Link Prediction via Knowledge Distillation. WWW (Companion Volume) 2023: 805-812 - [i17]Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis:
Learning Cellular Coverage from Real Network Configurations using GNNs. CoRR abs/2304.10328 (2023) - 2022
- [j9]Simone Zamboni
, Zekarias Tilahun Kefato, Sarunas Girdzijauskas, Christoffer Norén, Laura Dal Col:
Pedestrian trajectory prediction with convolutional neural networks. Pattern Recognit. 121: 108252 (2022) - [c63]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: 49-56 - [c62]Susanna Pozzoli
, Sarunas Girdzijauskas:
Not Only Degree Matters: Diffusion-Driven Role Recognition. OASIS@HT 2022: 16-24 - [c61]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: 50-56 - [c60]Lodovico Giaretta
, Thomas Marchioro
, Evangelos P. Markatos
, Sarunas Girdzijauskas
:
Towards a Realistic Decentralized Naive Bayes with Differential Privacy. ICSBT/SECRYPT (Revised Selected Papers) 2022: 98-121 - [c59]Martin Isaksson
, Edvin Listo Zec
, Rickard Cöster
, Daniel Gillblad
, Sarunas Girdzijauskas
:
Adaptive Expert Models for Federated Learning. FL@IJCAI 2022: 1-16 - [c58]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: 59-71 - [c57]Filip Cornell, Jussi Karlgren
, Animesh, Sarunas Girdzijauskas:
Symbolic Hyperdimensional Vectors with Sparse Graph Convolutional Neural Networks. IJCNN 2022: 1-8 - [c56]Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis:
Open World Learning Graph Convolution for Latency Estimation in Routing Networks. IJCNN 2022: 1-8 - [c55]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: 6300-6309 - [c54]Debaditya Roy, Sarunas Girdzijauskas:
Mixing temporal experts for Human Activity Recognition. SAIS 2022: 1-8 - [c53]Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas:
Out-of-distribution in Human Activity Recognition. SAIS 2022: 1-10 - [c52]Thomas Marchioro, Lodovico Giaretta, Evangelos P. Markatos, Sarunas Girdzijauskas:
Federated Naive Bayes under Differential Privacy. SECRYPT 2022: 170-180 - [c51]Ahmed E. Samy, Lodovico Giaretta, Zekarias T. Kefato, Sarunas Girdzijauskas:
SchemaWalk: Schema Aware Random Walks for Heterogeneous Graph Embedding. WWW (Companion Volume) 2022: 1157-1166 - [i16]Martin Isaksson, Edvin Listo Zec, Rickard Cöster, Daniel Gillblad, Sarunas Girdzijauskas:
Adaptive Expert Models for Personalization in Federated Learning. CoRR abs/2206.07832 (2022) - [i15]Edvin Listo Zec, Ebba Ekblom, Martin Willbo, Olof Mogren, Sarunas Girdzijauskas:
Decentralized adaptive clustering of deep nets is beneficial for client collaboration. CoRR abs/2206.08839 (2022) - [i14]Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis:
Open World Learning Graph Convolution for Latency Estimation in Routing Networks. CoRR abs/2207.14643 (2022) - 2021
- [j8]Debaditya Roy
, Sarunas Girdzijauskas
, Serghei Socolovschi:
Confidence-Calibrated Human Activity Recognition. Sensors 21(19): 6566 (2021) - [j7]Stefanos Antaris
, Dimitrios Rafailidis, Sarunas Girdzijauskas:
Knowledge distillation on neural networks for evolving graphs. Soc. Netw. Anal. Min. 11(1): 100 (2021) - [c50]Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas:
Meta-reinforcement learning via buffering graph signatures for live video streaming events. ASONAM 2021: 385-392 - [c49]Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas:
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming. IEEE BigData 2021: 1787-1796 - [c48]Lodovico Giaretta
, Ahmed Lekssays
, Barbara Carminati
, Elena Ferrari
, Sarunas Girdzijauskas
:
LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks. ESORICS (1) 2021: 605-625 - [c47]Lodovico Giaretta, Ioannis Savvidis, Thomas Marchioro, Sarunas Girdzijauskas, George Pallis, Marios D. Dikaiakos, Evangelos P. Markatos:
PDS2: A user-centered decentralized marketplace for privacy preserving data processing. ICDE Workshops 2021: 92-99 - [c46]Abdul Aziz Alkathiri, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren:
Decentralized Word2Vec Using Gossip Learning. NoDaLiDa 2021: 373-377 - [c45]Zekarias T. Kefato, Sarunas Girdzijauskas, Nasrullah Sheikh, Alberto Montresor
:
Dynamic Embeddings for Interaction Prediction. WWW 2021: 1609-1618 - [i13]Zekarias T. Kefato, Sarunas Girdzijauskas:
Self-supervised Graph Neural Networks without explicit negative sampling. CoRR abs/2103.14958 (2021) - [i12]Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren:
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning. CoRR abs/2105.00831 (2021) - [i11]Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas:
A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming. CoRR abs/2107.13619 (2021) - [i10]Zekarias T. Kefato, Sarunas Girdzijauskas, Hannes Stärk:
Jointly Learnable Data Augmentations for Self-Supervised GNNs. CoRR abs/2108.10420 (2021) - [i9]Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas:
Meta-Reinforcement Learning via Buffering Graph Signatures for Live Video Streaming Events. CoRR abs/2111.09412 (2021) - 2020
- [j6]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: 101928 (2020) - [j5]Nuno Apolónia
, Felix Freitag
, Leandro Navarro, Sarunas Girdzijauskas
:
Socially aware microcloud service overlay optimization in community networks. Softw. Pract. Exp. 50(5): 675-687 (2020) - [c44]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: 1455-1464 - [c43]Daniele Montesi, Sarunas Girdzijauskas, Vladimir Vlassov:
Repeating Link Prediction over Dynamic Graphs. IEEE BigData 2020: 4420-4428 - [c42]Zekarias T. Kefato, Sarunas Girdzijauskas:
Gossip and Attend: Context-Sensitive Graph Representation Learning. ICWSM 2020: 351-359 - [c41]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: 343-355 - [c40]Zed Lee, Sarunas Girdzijauskas, Panagiotis Papapetrou:
Z-Embedding: A Spectral Representation of Event Intervals for Efficient Clustering and Classification. ECML/PKDD (1) 2020: 710-726 - [i8]Zekarias T. Kefato, Sarunas Girdzijauskas:
Graph Neighborhood Attentive Pooling. CoRR abs/2001.10394 (2020) - [i7]Zekarias T. Kefato, Sarunas Girdzijauskas:
Gossip and Attend: Context-Sensitive Graph Representation Learning. CoRR abs/2004.00413 (2020) - [i6]Simone Zamboni, Zekarias Tilahun Kefato, Sarunas Girdzijauskas, Christoffer Norén, Laura Dal Col:
Pedestrian Trajectory Prediction with Convolutional Neural Networks. CoRR abs/2010.05796 (2020) - [i5]Zekarias T. Kefato, Sarunas Girdzijauskas, Nasrullah Sheikh
, Alberto Montresor:
Dynamic Embeddings for Interaction Prediction. CoRR abs/2011.05208 (2020) - [i4]Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas:
EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events. CoRR abs/2011.05705 (2020)
2010 – 2019
- 2019
- [c39]Lodovico Giaretta
, Sarunas Girdzijauskas
:
Gossip Learning: Off the Beaten Path. IEEE BigData 2019: 1117-1124 - [c38]Leila Bahri, Sarunas Girdzijauskas
:
Trust Mends Blockchains: Living up to Expectations. ICDCS 2019: 1358-1368 - [c37]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 - [c36]Leila Bahri, Sarunas Girdzijauskas
:
Blockchain Technology: Practical P2P Computing (Tutorial). FAS*W@SASO/ICAC 2019: 249-250 - 2018
- [c35]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 - [c34]Kambiz Ghoorchian, Sarunas Girdzijauskas
:
Spatio-Temporal Multiple Geo-Location Identification on Twitter. IEEE BigData 2018: 3412-3421 - [c33]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 - [c32]Amira Soliman, Fatemeh Rahimian, Sarunas Girdzijauskas
:
Stad: Stateful Diffusion for Linear Time Community Detection. ICDCS 2018: 1074-1085 - [c31]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 - [c30]Konstantin Sozinov, Vladimir Vlassov
, Sarunas Girdzijauskas
:
Human Activity Recognition Using Federated Learning. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 1103-1111 - [c29]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 - [c28]Leila Bahri, Sarunas Girdzijauskas
:
When Trust Saves Energy: A Reference Framework for Proof of Trust (PoT) Blockchains. WWW (Companion Volume) 2018: 1165-1169 - [r7]Wojciech Galuba, Sarunas Girdzijauskas:
Overlay Network. Encyclopedia of Database Systems (2nd ed.) 2018 - [r6]Wojciech Galuba, Sarunas Girdzijauskas:
Peer-to-Peer Overlay Networks: Structure, Routing and Maintenance. Encyclopedia of Database Systems (2nd ed.) 2018 - [r5]Wojciech Galuba, Sarunas Girdzijauskas:
Peer-to-Peer System. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [c27]Muhammad Anis Uddin Nasir, Aristides Gionis, Gianmarco De Francisci Morales
, Sarunas Girdzijauskas
:
Fully Dynamic Algorithm for Top-k Densest Subgraphs. CIKM 2017: 1817-1826 - [c26]Kambiz Ghoorchian, Sarunas Girdzijauskas
, Fatemeh Rahimian:
DeGPar: Large Scale Topic Detection Using Node-Cut Partitioning on Dense Weighted Graphs. ICDCS 2017: 775-785 - [c25]Nuno Apolónia, Felix Freitag
, Leandro Navarro
, Sarunas Girdzijauskas
, Vladimir Vlassov
:
Gossip-based service monitoring platform for wireless edge cloud computing. ICNSC 2017: 789-794 - [c24]Amira Soliman, Sarunas Girdzijauskas
:
AdaGraph: Adaptive Graph-Based Algorithms for Spam Detection in Social Networks. NETYS 2017: 338-354 - [i3]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 abs/1705.09073 (2017) - 2016
- [j4]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): 36:1-36:22 (2016) - [c23]Amira Soliman, Sarunas Girdzijauskas
:
DLSAS: Distributed Large-Scale Anti-Spam Framework for Decentralized Online Social Networks. CIC 2016: 363-372 - [c22]Leila Bahri
, Amira Soliman, Jacopo Squillaci, Barbara Carminati
, Elena Ferrari
, Sarunas Girdzijauskas
:
Beat the DIVa - decentralized identity validation for online social networks. ICDE 2016: 1330-1333 - [c21]Alessio Guerrieri, Fatemeh Rahimian, Sarunas Girdzijauskas
, Alberto Montresor
:
Tovel: Distributed Graph Clustering for Word Sense Disambiguation. ICDM Workshops 2016: 623-630 - [c20]Naeimeh Laleh, Barbara Carminati
, Elena Ferrari
, Sarunas Girdzijauskas
:
Gossip-Based Behavioral Group Identification in Decentralized OSNs. MLDM 2016: 676-691 - [i2]Muhammad Anis Uddin Nasir, Aristides Gionis, Gianmarco De Francisci Morales, Sarunas Girdzijauskas:
Top-k densest subgraphs in sliding-window graph streams. CoRR abs/1610.05897 (2016) - 2015
- [j3]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas
, Márk Jelasity
, Seif Haridi:
A Distributed Algorithm for Large-Scale Graph Partitioning. ACM Trans. Auton. Adapt. Syst. 10(2): 12:1-12:24 (2015) - [c19]Amira Soliman, Leila Bahri
, Barbara Carminati
, Elena Ferrari
, Sarunas Girdzijauskas
:
DIVa: Decentralized Identity Validation for Social Networks. ASONAM 2015: 383-391 - [c18]Muhammad Anis Uddin Nasir, Sarunas Girdzijauskas
, Nicolas Kourtellis:
Socially-aware distributed hash tables for decentralized online social networks. P2P 2015: 1-10 - [c17]Kambiz Ghoorchian, Fatemeh Rahimian, Sarunas Girdzijauskas:
Semi-Supervised Multiple Disambiguation. TrustCom/BigDataSE/ISPA (2) 2015: 88-95 - [i1]Muhammad Anis Uddin Nasir, Sarunas Girdzijauskas, Nicolas Kourtellis:
Socially-Aware Distributed Hash Tables for Decentralized Online Social Networks. CoRR abs/1508.05591 (2015) - 2014
- [c16]Muhammad Anis Uddin Nasir, Fatemeh Rahimian, Sarunas Girdzijauskas
:
Gossip-based partitioning and replication for Online Social Networks. ASONAM 2014: 33-42 - [c15]Mina Sedaghat, Francisco Hernández-Rodriguez, Erik Elmroth, Sarunas Girdzijauskas
:
Divide the Task, Multiply the Outcome: Cooperative VM Consolidation. CloudCom 2014: 300-305 - [c14]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas
, Seif Haridi:
Distributed Vertex-Cut Partitioning. DAIS 2014: 186-200 - [c13]Mansour Khelghatdoust, Sarunas Girdzijauskas
:
Short: Gossip-Based Sampling in Social Overlays. NETYS 2014: 335-340 - [c12]Fatemeh Rahimian, Sarunas Girdzijauskas
, Seif Haridi:
Parallel Community Detection for Cross-Document Coreference. WI-IAT (1) 2014: 46-53 - 2013
- [c11]Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas
, Márk Jelasity
, Seif Haridi:
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning. SASO 2013: 51-60 - 2012
- [c10]Fatemeh Rahimian, Thinh Le Nguyen Huu, Sarunas Girdzijauskas
:
Locality-Awareness in a Peer-to-Peer Publish/Subscribe Network. DAIS 2012: 45-58 - 2011
- [j2]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): 259-273 (2011) - [c9]Fatemeh Rahimian, Sarunas Girdzijauskas
, Amir Hossein Payberah, Seif Haridi:
Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks. IPDPS 2011: 746-757 - 2010
- [j1]Sarunas Girdzijauskas
, Anwitaman Datta
, Karl Aberer:
Structured overlay for heterogeneous environments: Design and evaluation of oscar. ACM Trans. Auton. Adapt. Syst. 5(1): 2:1-2:25 (2010) - [c8]Sarunas Girdzijauskas
, Gregory V. Chockler
, Ymir Vigfusson, Yoav Tock, Roie Melamed:
Magnet: practical subscription clustering for Internet-scale publish/subscribe. DEBS 2010: 172-183
2000 – 2009
- 2009
- [r4]Wojciech Galuba, Sarunas Girdzijauskas:
Distributed Hash Table. Encyclopedia of Database Systems 2009: 903-904 - [r3]Wojciech Galuba, Sarunas Girdzijauskas:
Overlay Network. Encyclopedia of Database Systems 2009: 2008 - [r2]Wojciech Galuba, Sarunas Girdzijauskas:
Peer to Peer Overlay Networks: Structure, Routing and Maintenance. Encyclopedia of Database Systems 2009: 2056-2061 - [r1]Wojciech Galuba, Sarunas Girdzijauskas:
Peer-to-Peer System. Encyclopedia of Database Systems 2009: 2081-2082 - 2007
- [c7]Sarunas Girdzijauskas
, Anwitaman Datta
, Karl Aberer:
Oscar: A Data-Oriented Overlay For Heterogeneous Environments. ICDE 2007: 1365-1367 - [c6]Fabius Klemm, Sarunas Girdzijauskas, Jean-Yves Le Boudec, Karl Aberer:
On Routing in Distributed Hash Tables. Peer-to-Peer Computing 2007: 113-122 - 2006
- [c5]Sarunas Girdzijauskas
, Anwitaman Datta, Karl Aberer:
Oscar: Small-World Overlay for Realistic Key Distributions. DBISP2P 2006: 247-258 - [c4]Mirko Steinle, Karl Aberer, Sarunas Girdzijauskas, Christian Lovis:
Mapping Moving Landscapes by Mining Mountains of Logs: Novel Techniques for Dependency Model Generation. VLDB 2006: 1093-1102 - 2005
- [c3]Sarunas Girdzijauskas
, Anwitaman Datta
, Karl Aberer:
On Small World Graphs in Non-uniformly Distributed Key Spaces. ICDE Workshops 2005: 1187 - [c2]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: 11-20 - 2004
- [c1]Anwitaman Datta
, Sarunas Girdzijauskas
, Karl Aberer:
On de Bruijn Routing in Distributed Hash Tables: There and Back Again. Peer-to-Peer Computing 2004: 159-166
Coauthor Index
aka: Zekarias Tilahun Kefato
aka: Amira A. Soliman El Hosary
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