Distributed Computing
ETH Zurich

Karolis Martinkus

Karolis Martinkus

Distributed Computing Group
Computer Engineering and Networks Laboratory (TIK)
Department Electrical Engineering (D-ITET)
Office ETZ G 60.1
ETH Zurich

Gloriastrasse 35
8092 Zurich
Switzerland

phone+41 44 63 20429
fax+41 44 63 21036
email

Publications

Theses & Labs

Available Theses & Labs

TitleTypeContact/SupervisorAssigned
Topics in Graph Neural NetworksB/M/SKarolis Martinkusavailable

Current Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Contrastive Learning for GraphsSKarolis Martinkus,
Zhao Meng
FS 22
Denoising Diffusion Probabilistic Models for GraphsBKarolis MartinkusFS 22
Generative Adversarial Networks for GraphsMKarolis MartinkusFS 22
Learning Graph Construction AlgorithmsMKarolis MartinkusFS 22

Past Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Agent-based Graph Neural Network [confidential]SKarolis MartinkusHS 21
Distributed Asynchronous Policy (DAP) with RL [confidential]MKarolis Martinkus,
Lukas Faber
HS 21
CloudMLS: A Cloud-based E2EE schemeMKarolis Martinkus,
Ard Kastrati
HS 21
Interpretable Graph Neural Network [confidential]MKarolis Martinkus,
Lukas Faber
HS 21
Scaling Attention Using Binary Trees [confidential]MKarolis MartinkusHS 21
Distance Preserving Graph EmbeddingBKarolis MartinkusFS 21
End to End Encryption in a Cloud-Based Messenger [confidential]SArd Kastrati,
Karolis Martinkus
FS 21
Graph Coloring with Deep Learning [confidential]SKarolis MartinkusFS 21
Enhancing Graph Neural Networks with BoostingBLukas Faber,
Karolis Martinkus
FS 21
Neural Distance Oracle for Road GraphsBKarolis MartinkusFS 21
On Isotropy Calibration of Transformer Models [confidential]MDamian Pascual,
Karolis Martinkus
HS 20
A Rigid Origami Environment for Reinforcement Learning [confidential]MOliver Richter,
Karolis Martinkus
HS 20