publications by categories in reversed chronological order. generated by jekyll-scholar.


  1. NAACL21
    DATE: Detecting Anomalies in Text via Self-Supervision of Transformers
    Andrei Manolache, Florin Brad, and Elena Burceanu
    In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Jun 2021
  2. arXiv
    ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
    Nina Miolane, Matteo Caorsi, Umberto Lupo, and 30 more authors
    CoRR Jun 2021


  1. EMNLP22
    Rethinking the Authorship Verification Experimental Setups
    Florin Brad, Andrei Manolache, Elena Burceanu, and 3 more authors
    Dec 2022
  2. NeurIPS22
    VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
    Andrei Manolache, Florin Brad, Antonio Barbalau, and 2 more authors
    Dec 2022
  3. NeurIPS22
    AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
    Marius Drăgoi, Elena Burceanu, Emanuela Haller, and 2 more authors
    Dec 2022


  1. EMNLP23
    AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing
    Matei Bejan, Andrei Manolache, and Marius Popescu
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing Dec 2023
  2. ICML23DiffAlmostEverything
    Probabilistic Task-Adaptive Graph Rewiring
    Chendi Qian, Andrei Manolache, Kareem Ahmed, and 4 more authors
    In ICML 2023 Workshop on Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators Jul 2023
  3. ICDM23AI4TS
    Time Series Anomaly Detection using Diffusion-based Models
    Ioana Pintilie, Andrei Manolache, and Florin Brad
    Dec 2023


  1. ICLR24
    Probabilistically Rewired Message-Passing Neural Networks
    Chendi Qian, Andrei Manolache, Kareem Ahmed, and 4 more authors
    Jan 2024