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Davide Domini
Observed names:
D. Domini,
Domini, Davide
Institution:
University of Bologna
Observed institution:
University of Bologna
ORCID:
0009-0006-8337-8990
Observed ORCID:
0009-0006-8337-8990
OpenAlex ID:
A5092168010
Proximity-based Self-Federated Learning
2024
·
Davide Domini
, Gianluca Aguzzi
, et al.
·
IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS)
·
12
PDF
ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning
2024
·
D. Domini
, F. Cavallari
, et al.
·
Science of Computer Programming
·
10
Scaling Swarm Coordination with GNNs—How Far Can We Go?
2025
·
Gianluca Aguzzi
, Davide Domini
, et al.
·
AI
·
8
PDF
FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning
2026
·
Davide Domini
, Gianluca Aguzzi
, et al.
·
Logical Methods in Computer Science
·
7
PDF
Decentralized proximity-aware clustering for collective self-federated learning
2025
·
Davide Domini
, Nicolas Farabegoli
, et al.
·
Internet of Things
·
7
Neighbor-Based Decentralized Training Strategies for Multi-Agent Reinforcement Learning
2025
·
Nicolò Malucelli
, Davide Domini
, et al.
·
ACM Symposium on Applied Computing
·
7
PDF
ProFed: A Benchmark for Proximity-Based Non-IID Federated Learning
2026
·
Davide Domini
, Christian Otte Ingemann
, et al.
·
Journal of Open Research Software
·
6
PDF
Field-Based Coordination for Federated Learning
2024
·
Davide Domini
, Gianluca Aguzzi
, et al.
·
Lecture notes in computer science
·
6
ProFed: a Benchmark for Proximity-based non-IID Federated Learning
2025
·
Domini, Davide
, Aguzzi, Gianluca
, et al.
·
arXiv (Cornell University)
·
5
PDF
Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0
2025
·
Davide Domini
, Laura Erhan
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
4
PDF
A Demonstrator for Self-organizing Robot Teams
2025
·
Gianluca Aguzzi
, Lorenzo Bacchini
, et al.
·
Lecture notes in computer science
·
3
A Reusable Simulation Pipeline for Many-Agent Reinforcement Learning
2024
·
Davide Domini
, Gianluca Aguzzi
, et al.
·
International Symposium on Distributed Simulation and Real Time Applications (DS-RT)
·
3
Towards Self-Adaptive Cooperative Learning in Collective Systems
2024
·
Davide Domini
·
IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C)
·
3
ScaRLib: A Framework for Cooperative Many Agent Deep Reinforcement Learning in Scala
2023
·
Davide Domini
, Filippo Cavallari
, et al.
·
Lecture notes in computer science
·
3
PDF
Discovering Collaboration from Novelty: Random Network Distillation for Clustered Federated Learning
2026
·
Domini, Davide
, Aguzzi, Gianluca
, et al.
·
arXiv (Cornell University)
·
1
PDF
C2FL: Clustered Continual Federated Learning under Spatial and Temporal Drift
2026
·
Domini, Davide
, Aguzzi, Gianluca
, et al.
·
arXiv (Cornell University)
·
1
PDF
domm99/experiments-2026-FGCS-dt-aggregates-for-adaptive-MLOps: 1.0.0
2026
·
Davide Domini
, Semantic Release Bot
·
Zenodo (CERN European Organization for Nuclear Research)
·
1
Heterogeneous GNN for collective-task offloading in cloud-edge via deep Q-learning
2026
·
Nicolas Farabegoli
, Davide Domini
, et al.
·
Future Generation Computer Systems
·
1
HarmoniKt: a Unifying Middleware for Heterogeneous Robot Fleets
2026
·
Manuel Andruccioli
, Angela Cortecchia
, et al.
·
IEEE Consumer Communications and Networking Conference
·
1
Phyelds: A Pythonic Framework for Aggregate Computing
2026
·
Gianluca Aguzzi
, Davide Domini
, et al.
·
Lecture notes in computer science
·
1
PDF
SParSeFuL: Self-organizing sparse federated learning over spatially non-IID data
2026
·
Davide Domini
, Gianluca Aguzzi
, et al.
·
Pervasive and Mobile Computing
domm99/experiments-2026-PMC-sparseful: v1.0.0
2026
·
Davide Domini
·
Zenodo (CERN European Organization for Nuclear Research)
Project Emerge: A demonstrator for self-organizing robot teams
2026
·
Nicolas Farabegoli
, Gianluca Aguzzi
, et al.
·
Science of Computer Programming
PDF
domm99/experiments-acsos-2026-DPF-multi-object-tracking: 2.0.0
2026
·
Angela Cortecchia
, Davide Domini
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
Digital Twin Aggregates for adaptive MLOps retraining policies in healthcare
2026
·
Davide Domini
, Leonardo Micelli
, et al.
·
Future Generation Computer Systems
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Works count:
48
Citation count:
92
H-index:
6
I10-index:
2
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