Leap: Inductive Link Prediction via Learnable TopologyAugmentation.

Zekarias T. Kefato Zekarias Tilahun Kefato

Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas Leap: Inductive Link Prediction via Learnable TopologyAugmentation. 2025 March abs/2503.03331 CoRR https://doi.org/10.48550/arXiv.2503.03331 db/journals/corr/corr2503.html#abs-2503-03331 streams/journals/corr

Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas Leap: Inductive Link Prediction via Learnable Topology Augmentation. 448-463 2024 LOD (1) https://doi.org/10.1007/978-3-031-82481-4_31 conf/mod/2024-1 db/conf/mod/lod2024-1.html#SamyKG24 streams/conf/mod

Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas Data-Driven Self-Supervised Graph Representation Learning. 2024 abs/2412.18316 CoRR https://doi.org/10.48550/arXiv.2412.18316 db/journals/corr/corr2412.html#abs-2412-18316 streams/journals/corr

Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas Data-Driven Self-Supervised Graph Representation Learning. 629-636 2023 ECAI https://doi.org/10.3233/FAIA230325 conf/ecai/2023 db/conf/ecai/ecai2023.html#SamyKG23 Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas Graph2Feat: Inductive Link Prediction via Knowledge Distillation. 805-812 2023 WWW (Companion Volume) https://doi.org/10.1145/3543873.3587596 conf/www/2023c db/conf/www/www2023c.html#SamyKG23

Simone Zamboni Zekarias Tilahun Kefato Sarunas Girdzijauskas Christoffer Norén Laura Dal Col Pedestrian trajectory prediction with convolutional neural networks. 108252 2022 121 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108252 db/journals/pr/pr121.html#ZamboniKGNC22

Andrea Stefanoni Sarunas Girdzijauskas Christina Jenkins Zekarias T. Kefato Licia Sbattella Vincenzo Scotti 0001 Emil Wåreus Detecting Security Patches in Java Projects Using NLP Technology. 50-56 2022 ICNLSP conf/icnlsp/2022 db/conf/icnlsp/icnlsp2022.html#StefanoniGJKS0W22 https://aclanthology.org/2022.icnlsp-1.6 Ahmed E. Samy Lodovico Giaretta Zekarias T. Kefato Sarunas Girdzijauskas SchemaWalk: Schema Aware Random Walks for Heterogeneous Graph Embedding. 1157-1166 2022 WWW (Companion Volume) https://doi.org/10.1145/3487553.3524728 conf/www/2022c db/conf/www/www2022c.html#SamyGKG22 Zekarias T. Kefato Sarunas Girdzijauskas Nasrullah Sheikh Alberto Montresor Dynamic Embeddings for Interaction Prediction. 1609-1618 2021 WWW https://doi.org/10.1145/3442381.3450020 conf/www/2021 db/conf/www/www2021.html#KefatoGSM21

Zekarias T. Kefato Sarunas Girdzijauskas Self-supervised Graph Neural Networks without explicit negative sampling. 2021 abs/2103.14958 CoRR https://arxiv.org/abs/2103.14958 db/journals/corr/corr2103.html#abs-2103-14958

Zekarias T. Kefato Sarunas Girdzijauskas Hannes Stärk Jointly Learnable Data Augmentations for Self-Supervised GNNs. 2021 abs/2108.10420 CoRR https://arxiv.org/abs/2108.10420 db/journals/corr/corr2108.html#abs-2108-10420

Zekarias T. Kefato Sarunas Girdzijauskas Gossip and Attend: Context-Sensitive Graph Representation Learning. 351-359 2020 ICWSM https://ojs.aaai.org/index.php/ICWSM/article/view/7305 conf/icwsm/2020 db/conf/icwsm/icwsm2020.html#KefatoG20

Zekarias T. Kefato Sarunas Girdzijauskas Graph Neighborhood Attentive Pooling. 2020 abs/2001.10394 CoRR https://arxiv.org/abs/2001.10394 db/journals/corr/corr2001.html#abs-2001-10394

Zekarias T. Kefato Nasrullah Sheikh Alberto Montresor Which way? Direction-Aware Attributed Graph Embedding. 2020 abs/2001.11297 CoRR https://arxiv.org/abs/2001.11297 db/journals/corr/corr2001.html#abs-2001-11297

Zekarias T. Kefato Sarunas Girdzijauskas Gossip and Attend: Context-Sensitive Graph Representation Learning. 2020 abs/2004.00413 CoRR https://arxiv.org/abs/2004.00413 db/journals/corr/corr2004.html#abs-2004-00413

Simone Zamboni Zekarias Tilahun Kefato Sarunas Girdzijauskas Christoffer Norén Laura Dal Col Pedestrian Trajectory Prediction with Convolutional Neural Networks. 2020 abs/2010.05796 CoRR https://arxiv.org/abs/2010.05796 db/journals/corr/corr2010.html#abs-2010-05796

Zekarias T. Kefato Sarunas Girdzijauskas Nasrullah Sheikh Alberto Montresor Dynamic Embeddings for Interaction Prediction. 2020 abs/2011.05208 CoRR https://arxiv.org/abs/2011.05208 db/journals/corr/corr2011.html#abs-2011-05208

Zekarias T. Kefato Network and Cascade Representation Learning: Algorithms based on Information Diffusion Events. 2019 University of Trento, Italy http://eprints-phd.biblio.unitn.it/3461/ https://www.base-search.net/Record/e67777347989ccf49f8149b5f6c9390c1d992659b63557f248146494634a1c94 base-search.net (ftutrentophd:oai:eprints-phd.biblio.unitn.it:3461) https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=TD20019757

Nasrullah Sheikh Zekarias T. Kefato Alberto Montresor gat2vec: representation learning for attributed graphs. 187-209 2019 101 Computing 3 https://doi.org/10.1007/s00607-018-0622-9 https://www.wikidata.org/entity/Q61717238 db/journals/computing/computing101.html#SheikhKM19

Nasrullah Sheikh Zekarias T. Kefato Alberto Montresor A Simple Approach to Attributed Graph Embedding via Enhanced Autoencoder. 797-809 2019 COMPLEX NETWORKS (1) https://doi.org/10.1007/978-3-030-36687-2_66 conf/complexnetworks/2019-1 db/conf/complexnetworks/complexnetworks2019-1.html#SheikhKM19 Zekarias T. Kefato Nasrullah Sheikh Alberto Montresor REFINE: Representation Learning from Diffusion Events. 141-153 2018 LOD https://doi.org/10.1007/978-3-030-13709-0_12 conf/mod/2018 db/conf/mod/lod2018.html#KefatoSM18 Zekarias T. Kefato Nasrullah Sheikh Leila Bahri Amira Soliman 0001 Alberto Montresor Sarunas Girdzijauskas CAS2VEC: Network-Agnostic Cascade Prediction in Online Social Networks. 72-79 2018 SNAMS https://doi.org/10.1109/SNAMS.2018.8554730 conf/snams/2018 db/conf/snams/snams2018.html#KefatoSBSMG18 Nasrullah Sheikh Zekarias T. Kefato Alberto Montresor Semi-Supervised Heterogeneous Information Network Embedding for Node Classification Using 1D-CNN. 177-181 2018 SNAMS https://doi.org/10.1109/SNAMS.2018.8554840 conf/snams/2018 db/conf/snams/snams2018.html#SheikhKM18 Zekarias T. Kefato Nasrullah Sheikh Alberto Montresor Mineral: Multi-modal Network Representation Learning. 286-298 2017 MOD https://doi.org/10.1007/978-3-319-72926-8_24 conf/mod/2017 db/conf/mod/mod2017.html#KefatoSM17 Leila Bahri Laura Dal Col Lodovico Giaretta Sarunas Girdzijauskas Christina Jenkins Alberto Montresor Christoffer Norén Ahmed E. Samy Licia Sbattella Vincenzo Scotti 0001 Nasrullah Sheikh Amira Soliman 0001 Hannes Stärk Andrea Stefanoni Emil Wåreus Simone Zamboni