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)
Improving Interpretable Graph Neural NetworkBKarolis Martinkus,
Lukas Faber
HS 22
Node and Edge Classification with Agent-based Graph Neural NetworksBKarolis MartinkusHS 22
Spectral Denoising Diffusion Probabilistic Models for GraphsSKarolis MartinkusHS 22
Learning Graph Construction AlgorithmsMKarolis MartinkusFS 22

Past Theses & Labs

TitleTypeContact/SupervisorAssignedStudent(s)
Discrete Denoising Diffusion Probabilistic Models for Graphs [confidential]BKarolis MartinkusFS 22
Vector-Quantized Generative Adversarial Networks for GraphsMKarolis MartinkusFS 22
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