PPaperPicks

Mateja Jamnik

17 papers at tracked venues · 16 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-2772-2532 ↗Homepage ↗

Venues

NeurIPS ×5ICML ×4AAAI ×3ICLR ×2CHI ×1ECCV ×1SIGKDD ×1

Frequent coauthors

Nikola Simidjievski
×5
Mateo Espinosa Zarlenga
×4
Zohreh Shams
×3
Konstantin Hemker
×3
Pietro Lio
×3
Albert Q. Jiang
×3
Wenda Li
×3
Pietro Barbiero
×2
Urszula Julia Komorowska
×2
Francisco Vargas
×2
Peter C.-H. Cheng
×2
Grecia Garcia Garcia
×2

Papers

  1. Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
    ICML 2025 ·
    Mateo Espinosa Zarlenga
    ,
    Gabriele Dominici
    ,
    Pietro Barbiero
    ,
    Zohreh Shams
    , Mateja Jamnik
  2. Measuring Cross-Modal Interactions in Multimodal Models
    AAAI 2025 ·
    Laura Wenderoth
    ,
    Konstantin Hemker
    ,
    Nikola Simidjievski
    , Mateja Jamnik
  3. Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
    ICLR 2025 ·
    Konstantin Hemker
    ,
    Nikola Simidjievski
    , Mateja Jamnik
  4. NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
    ICML 2025 ·
    Urszula Julia Komorowska
    ,
    Francisco Vargas
    ,
    Alessandro Rondina
    ,
    Pietro Lio
    , Mateja Jamnik
  5. Neural Reasoning for Sure Through Constructing Explainable Models
    AAAI 2025 ·
    Tiansi Dong
    , Mateja Jamnik,
    Pietro Liò
  6. A Human Information Processing Theory of the Interpretation of Visualizations: Demonstrating Its Utility
    CHI 2024 ·
    Peter C.-H. Cheng
    ,
    Grecia Garcia Garcia
    ,
    Daniel Raggi
    , Mateja Jamnik
  7. Dynamics-Informed Protein Design with Structure Conditioning
    ICLR 2024 ·
    Urszula Julia Komorowska
    ,
    Simon V. Mathis
    ,
    Kieran Didi
    ,
    Francisco Vargas
    ,
    Pietro Lio
    , Mateja Jamnik
  8. Efficient Bias Mitigation Without Privileged Information
    ECCV 2024 ·
    Mateo Espinosa Zarlenga
    ,
    Swami Sankaranarayanan
    ,
    Jerone T. A. Andrews
    ,
    Zohreh Shams
    , Mateja Jamnik,
    Alice Xiang
  9. End-to-End Ontology Learning with Large Language Models
    NeurIPS 2024 ·
    Andy Lo
    ,
    Albert Q. Jiang
    ,
    Wenda Li
    , Mateja Jamnik
  10. Generation of Visual Representations for Multi-Modal Mathematical Knowledge
    AAAI 2024 ·
    Lianlong Wu
    ,
    Seewon Choi
    ,
    Daniel Raggi
    ,
    Aaron Stockdill
    ,
    Grecia Garcia Garcia
    ,
    Fiorenzo Colarusso
    ,
    Peter C.-H. Cheng
    , Mateja Jamnik
  11. HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
    NeurIPS 2024 ·
    Konstantin Hemker
    ,
    Nikola Simidjievski
    , Mateja Jamnik
  12. Multi-language Diversity Benefits Autoformalization
    NeurIPS 2024 ·
    Albert Q. Jiang
    ,
    Wenda Li
    , Mateja Jamnik
  13. ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
    ICML 2024 ·
    Xiangjian Jiang
    ,
    Andrei Margeloiu
    ,
    Nikola Simidjievski
    , Mateja Jamnik
  14. Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
    NeurIPS 2024 ·
    Albert Q. Jiang
    ,
    Alicja Ziarko
    ,
    Bartosz Piotrowski
    ,
    Wenda Li
    , Mateja Jamnik,
    Piotr Milos
  15. TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
    NeurIPS 2024 ·
    Andrei Margeloiu
    ,
    Xiangjian Jiang
    ,
    Nikola Simidjievski
    , Mateja Jamnik
  16. Understanding Inter-Concept Relationships in Concept-Based Models
    ICML 2024 ·
    Naveen Raman
    ,
    Mateo Espinosa Zarlenga
    , Mateja Jamnik
  17. Workshop on Human-Interpretable AI
    SIGKDD 2024 ·
    Gabriele Ciravegna
    ,
    Mateo Espinosa Zarlenga
    ,
    Pietro Barbiero
    ,
    Francesco Giannini
    ,
    Zohreh Shams
    ,
    Damien Garreau
    , Mateja Jamnik,
    Tania Cerquitelli