Dobrik Georgiev

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Parallel Algorithm

Combinatorial Optimisation

Reasoning Problems

Gene Expression

Top Venues

Nat. Mac. Intell.

Publications

Dobrik Georgiev, Pietro Liò, Davide Buffelli
The Deep Equilibrium Algorithmic Reasoner. CoRR (2024)
Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Lio
Neural Algorithmic Reasoning for Combinatorial Optimisation. LoG (2023)
Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic
Parallel Algorithms Align With Neural Execution. LoG (2023)
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Liò
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis. AAAI (2023)
Ramón Viñas, Chaitanya K. Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Eric R. Gamazon, Pietro Liò
Hypergraph factorization for multi-tissue gene expression imputation. Nat. Mac. Intell. 5 (7) (2023)
Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic
Parallel Algorithms Align with Neural Execution. CoRR (2023)
Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Liò
Neural Algorithmic Reasoning for Combinatorial Optimisation. CoRR (2023)
Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Velickovic, Pietro Lió
Algorithmic Concept-Based Explainable Reasoning. AAAI (2022)
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis. CoRR (2022)
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis
HEAT: Hyperedge Attention Networks. CoRR (2022)
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis
HEAT: Hyperedge Attention Networks. Trans. Mach. Learn. Res. 2022 (2022)
Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Velickovic, Pietro Liò
Algorithmic Concept-based Explainable Reasoning. CoRR (2021)
Pietro Barbiero, Gabriele Ciravegna, Dobrik Georgiev, Francesco Giannini
LENs: a Python library for Logic Explained Networks. CoRR (2021)
Dobrik Georgiev, Pietro Lió
Neural Bipartite Matching. CoRR (2020)