Dobrik Georgiev

19 papers A* 3Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG.
CoRR
Dobrik Georgiev, Kheeran Naidu, Alberto Cattaneo, Federico Monti, Carlo Luschi, Daniel Justus
2025 J jnl
KNARsack: Teaching Neural Algorithmic Reasoners to Solve Pseudo-Polynomial Problems.
CoRR
Stjepan Pozgaj, Dobrik Georgiev, Marin Silic, Petar Velickovic
2024 A* conf
Deep Equilibrium Algorithmic Reasoning.
NeurIPS
Dobrik Georgiev, Joseph Wilson, Davide Buffelli, Pietro Lió
2024 J jnl
Deep Equilibrium Algorithmic Reasoning.
CoRR
Dobrik Georgiev, JJ Wilson, Davide Buffelli, Pietro Liò
2024 J jnl
Neural Algorithmic Reasoning with Multiple Correct Solutions.
CoRR
Zeno Kujawa, John Poole, Dobrik Georgiev, Danilo Numeroso, Pietro Liò
2024 J jnl
The Deep Equilibrium Algorithmic Reasoner.
CoRR
Dobrik Georgiev, Pietro Liò, Davide Buffelli
2023 A* conf
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis.
AAAI
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Liò
2023 J jnl
Hypergraph factorization for multi-tissue gene expression imputation.
Nat. Mac. Intell.
Ramón Viñas, Chaitanya K. Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Eric R. Gamazon, Pietro Liò
2023 — conf
Neural Algorithmic Reasoning for Combinatorial Optimisation.
LoG
Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Lio
2023 J jnl
Neural Algorithmic Reasoning for Combinatorial Optimisation.
CoRR
Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Liò
2023 — conf
Parallel Algorithms Align With Neural Execution.
LoG
Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic
2023 J jnl
Parallel Algorithms Align with Neural Execution.
CoRR
Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic
2022 A* conf
Algorithmic Concept-Based Explainable Reasoning.
AAAI
Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Velickovic, Pietro Lió
2022 J jnl
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis.
CoRR
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió
2022 J jnl
HEAT: Hyperedge Attention Networks.
CoRR
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis
2022 J jnl
HEAT: Hyperedge Attention Networks.
Trans. Mach. Learn. Res.
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis
2021 J jnl
Algorithmic Concept-based Explainable Reasoning.
CoRR
Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Velickovic, Pietro Liò
2021 J jnl
LENs: a Python library for Logic Explained Networks.
CoRR
Pietro Barbiero, Gabriele Ciravegna, Dobrik Georgiev, Francesco Giannini
2020 J jnl
Neural Bipartite Matching.
CoRR
Dobrik Georgiev, Pietro Lió