Publications

Publications in reversed chronological order. "*" Indicates equal contributions.

Long Papers

2023

  1. arXiv
    ZipIt! Merging Models from Different Tasks without Training
    George Stoica*, Daniel Bolya*, Jakob Bjorner, Taylor Hearn, and Judy Hoffman
    arXiv 2023
    PDF

2021

  1. AAAI
    Re-TACRED: Addressing Shortcomings of the TACRED Dataset
    George Stoica, Emmanouil Antonios Platanios, and Barnabás Póczos
    Proceedings of the AAAI Conference on Artificial Intelligence 2021
    PDF

2020

  1. arXiv
    Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction
    George Stoica, Emmanouil Antonios Platanios, and Barnabás Póczos
    arXiv 2020
    PDF
  1. AAAI
    Contextual Parameter Generation for Knowledge Graph Link Prediction
    George Stoica*, Otilia Stretcu*, Emmanouil Antonios Platanios*, Tom Mitchell, and Barnabás Póczos
    Proceedings of the AAAI Conference on Artificial Intelligence 2020
    HTML PDF

Short Papers

2022

  1. VTTA
    Bi-Directional Self-Attention for Vision Transformers
    George Stoica, Taylor Hearn, Bhavika Devnani, and Judy Hoffman
    (Best Paper Award) NeurIPS Vision Transformers Theory and Applications Workshop 2022
    PDF

    2. 2020

    1. KR2ML
      Re-TACRED: A New Relation Extraction Dataset
      George Stoica, Emmanouil Antonios Platanios, and Barnabás Póczos
      NeurIPS Knowledge Representation Meets Machine Learning Workshop 2020
      PDF
    2. KR2ML
      Knowledge Graph Enhanced Relation Extraction
      George Stoica, Emmanouil Antonios Platanios, and Barnabás Póczos
      In NeurIPS Knowledge Representation Meets Machine Learning Workshop 2020
      PDF

    2019

    1. GRL
      Contextual Parameter Generation for Knowledge Graph Link Prediction
      George Stoica*, Otilia Stretcu*, Emmanouil Antonios Platanios*, Tom Mitchell, and Barnabás Póczos
      NeurIPS Graph Representation Learning Workshop 2019
      PDF