PPaperPicks

Davide Bacciu

18 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5213-2468 ↗Homepage ↗

Venues

NeurIPS ×4GECCO ×2ICLR ×2ICML ×2AAAI ×1AISTATS ×1CVPR ×1EACL ×1ECML-PKDD ×1IJCAI ×1NAACL ×1UAI ×1

Frequent coauthors

Alessio Gravina
×7
Claudio Gallicchio
×5
Andrea Cossu
×4
Riccardo Massidda
×3
Moshe Eliasof
×3
Carola-Bibiane Schönlieb
×3
Andrea Ceni
×2
Matteo Ninniri
×2
Marco Podda
×2
Alessandro Trenta
×2
Nicola Pitzalis
×1
Eleni Nisioti
×1

Papers

  1. Continual Evolution Strategies in Control Tasks
    GECCO 2026 ·
    Nicola Pitzalis
    ,
    Eleni Nisioti
    ,
    Antonio Carta
    , Davide Bacciu,
    Andrea Cossu
  2. JuriFindIT: an Italian legal retrieval dataset
    EACL 2026 ·
    Niko Dalla Noce
    ,
    Davide Colla
    ,
    Sina Farhang Doust
    ,
    Lorenzo De Mattei
    , Davide Bacciu
  3. Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
    NeurIPS 2025 ·
    Andrea Pugnana
    ,
    Riccardo Massidda
    ,
    Francesco Giannini
    ,
    Pietro Barbiero
    ,
    Mateo Espinosa Zarlenga
    ,
    Roberto Pellungrini
    ,
    Gabriele Dominici
    ,
    Fosca Giannotti
    , Davide Bacciu
  4. Graph Adaptive Autoregressive Moving Average Models
    ICML 2025 ·
    Moshe Eliasof
    ,
    Alessio Gravina
    ,
    Andrea Ceni
    ,
    Claudio Gallicchio
    , Davide Bacciu,
    Carola-Bibiane Schönlieb
  5. Graph Diffusion that can Insert and Delete
    NeurIPS 2025 ·
    Matteo Ninniri
    ,
    Marco Podda
    , Davide Bacciu
  6. Lifelong Evolution of Swarms
    GECCO 2025 ·
    Lorenzo Leuzzi
    , Davide Bacciu,
    Sabine Hauert
    ,
    Simon Jones
    ,
    Andrea Cossu
  7. On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
    AAAI 2025 ·
    Alessio Gravina
    ,
    Moshe Eliasof
    ,
    Claudio Gallicchio
    , Davide Bacciu,
    Carola-Bibiane Schönlieb
  8. Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
    ICLR 2025 ·
    Simon Heilig
    ,
    Alessio Gravina
    ,
    Alessandro Trenta
    ,
    Claudio Gallicchio
    , Davide Bacciu
  9. Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
    NeurIPS 2025 ·
    Ali Hariri
    ,
    Alvaro Arroyo
    ,
    Alessio Gravina
    ,
    Moshe Eliasof
    ,
    Carola-Bibiane Schönlieb
    , Davide Bacciu,
    Xiaowen Dong
    ,
    Kamyar Azizzadenesheli
    ,
    Pierre Vandergheynst
  10. SONAR: Long-Range Graph Propagation Through Information Waves
    NeurIPS 2025 ·
    Alessandro Trenta
    ,
    Alessio Gravina
    , Davide Bacciu
  11. Calibration of Continual Learning Models
    CVPR 2024 ·
    Lanpei Li
    ,
    Elia Piccoli
    ,
    Andrea Cossu
    , Davide Bacciu,
    Vincenzo Lomonaco
  12. Classifier-Free Graph Diffusion for Molecular Property Targeting
    ECML-PKDD 2024 ·
    Matteo Ninniri
    ,
    Marco Podda
    , Davide Bacciu
  13. Constraint-Free Structure Learning with Smooth Acyclic Orientations
    ICLR 2024 ·
    Riccardo Massidda
    ,
    Francesco Landolfi
    ,
    Martina Cinquini
    , Davide Bacciu
  14. Learning Causal Abstractions of Linear Structural Causal Models
    UAI 2024 ·
    Riccardo Massidda
    ,
    Sara Magliacane
    , Davide Bacciu
  15. Long Range Propagation on Continuous-Time Dynamic Graphs
    ICML 2024 ·
    Alessio Gravina
    ,
    Giulio Lovisotto
    ,
    Claudio Gallicchio
    , Davide Bacciu,
    Claas Grohnfeldt
  16. Random Oscillators Network for Time Series Processing
    AISTATS 2024 ·
    Andrea Ceni
    ,
    Andrea Cossu
    ,
    Maximilian W. Stölzle
    ,
    Jingyue Liu
    ,
    Cosimo Della Santina
    , Davide Bacciu,
    Claudio Gallicchio
  17. Self-generated Replay Memories for Continual Neural Machine Translation
    NAACL 2024 ·
    Michele Resta
    , Davide Bacciu
  18. Temporal Graph ODEs for Irregularly-Sampled Time Series
    IJCAI 2024 ·
    Alessio Gravina
    ,
    Daniele Zambon
    , Davide Bacciu,
    Cesare Alippi