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Moshe Eliasof

19 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

NeurIPS ×5AAAI ×4ECAI ×3ICLR ×2ICML ×2AISTATS ×1CVPR ×1ECML-PKDD ×1

Frequent coauthors

Carola-Bibiane Schönlieb
×10
Eldad Haber
×7
Eran Treister
×5
Bruno Ribeiro
×3
Alessio Gravina
×3
Davide Bacciu
×3
Haggai Maron
×3
Beatrice Bevilacqua
×3
Md Shahriar Rahim Siddiqui
×2
Krishna Sri Ipsit Mantri
×2
Claudio Gallicchio
×2
Chaim Baskin
×1

Papers

  1. Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields
    AAAI 2026 ·
    Md Shahriar Rahim Siddiqui
    , Moshe Eliasof,
    Eldad Haber
  2. DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations
    CVPR 2025 ·
    Krishna Sri Ipsit Mantri
    ,
    Carola-Bibiane Schönlieb
    ,
    Bruno Ribeiro
    ,
    Chaim Baskin
    , Moshe Eliasof
  3. Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement
    ICLR 2025 ·
    Stathis Megas
    ,
    Daniel G. Chen
    ,
    Krzysztof Polanski
    , Moshe Eliasof,
    Carola-Bibiane Schönlieb
    ,
    Sarah A. Teichmann
  4. Graph Adaptive Autoregressive Moving Average Models
    ICML 2025 · Moshe Eliasof,
    Alessio Gravina
    ,
    Andrea Ceni
    ,
    Claudio Gallicchio
    ,
    Davide Bacciu
    ,
    Carola-Bibiane Schönlieb
  5. Improving the Effective Receptive Field of Message-Passing Neural Networks
    ICML 2025 ·
    Shahaf E. Finder
    ,
    Ron Shapira Weber
    , Moshe Eliasof,
    Oren Freifeld
    ,
    Eran Treister
  6. Learning Regularization for Graph Inverse Problems
    AAAI 2025 · Moshe Eliasof,
    Md Shahriar Rahim Siddiqui
    ,
    Carola-Bibiane Schönlieb
    ,
    Eldad Haber
  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. One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling
    NeurIPS 2025 ·
    Nimrod Berman
    ,
    Ilan Naiman
    , Moshe Eliasof,
    Hedi Zisling
    ,
    Omri Azencot
  9. Quadratic Binary Optimization with Graph Neural Networks
    ECAI 2025 · Moshe Eliasof,
    Eldad Haber
  10. 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
  11. Understanding and Improving Laplacian Positional Encodings for Temporal GNNs
    ECML-PKDD 2025 ·
    Yaniv Galron
    ,
    Fabrizio Frasca
    ,
    Haggai Maron
    ,
    Eran Treister
    , Moshe Eliasof
  12. Advection Augmented Convolutional Neural Networks
    NeurIPS 2024 ·
    Niloufar Zakariaei
    ,
    Siddharth Rout
    ,
    Eldad Haber
    , Moshe Eliasof
  13. DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
    NeurIPS 2024 ·
    Krishna Sri Ipsit Mantri
    ,
    Xinzhi Wang
    ,
    Carola-Bibiane Schönlieb
    ,
    Bruno Ribeiro
    ,
    Beatrice Bevilacqua
    , Moshe Eliasof
  14. Efficient Subgraph GNNs by Learning Effective Selection Policies
    ICLR 2024 ·
    Beatrice Bevilacqua
    , Moshe Eliasof,
    Eli A. Meirom
    ,
    Bruno Ribeiro
    ,
    Haggai Maron
  15. Every Node Counts: Improving the Training of Graph Neural Networks on Node Classification
    ECAI 2024 · Moshe Eliasof,
    Eldad Haber
    ,
    Eran Treister
  16. Feature Transportation Improves Graph Neural Networks
    AAAI 2024 · Moshe Eliasof,
    Eldad Haber
    ,
    Eran Treister
  17. GRANOLA: Adaptive Normalization for Graph Neural Networks
    NeurIPS 2024 · Moshe Eliasof,
    Beatrice Bevilacqua
    ,
    Carola-Bibiane Schönlieb
    ,
    Haggai Maron
  18. On The Temporal Domain of Differential Equation Inspired Graph Neural Networks
    AISTATS 2024 · Moshe Eliasof,
    Eldad Haber
    ,
    Eran Treister
    ,
    Carola-Bibiane Schönlieb
  19. Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach
    ECAI 2024 · Moshe Eliasof,
    Davide Murari
    ,
    Ferdia Sherry
    ,
    Carola-Bibiane Schönlieb