DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. - Andrei Manolache; Florin Brad; Elena Burceanu (NAACL-HLT, 2021)

ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. - Nina Miolane; Matteo Caorsi; Umberto Lupo; Marius Guerard; Nicolas Guigui; Johan Mathe; Yann Cabanes; Wojciech Reise; Thomas Davies 001; António Leitão; Somesh Mohapatra; Saiteja Utpala; et al. (CoRR, 2021)

Transferring BERT-like Transformers' Knowledge for Authorship Verification. - Andrei Manolache; Florin Brad; Elena Burceanu; Antonio Barbalau; Radu Tudor Ionescu; Marius Popescu (CoRR, 2021)

Rethinking the Authorship Verification Experimental Setups. - Florin Brad; Andrei Manolache; Elena Burceanu; Antonio Barbalau; Radu Tudor Ionescu; Marius Popescu (EMNLP, 2022)

AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection. - Marius Dragoi; Elena Burceanu; Emanuela Haller; Andrei Manolache; Florin Brad (NeurIPS, 2022)

VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. - Andrei Manolache; Florin Brad; Antonio Barbalau; Radu Tudor Ionescu; Marius Popescu (NeurIPS, 2022)

AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing. - Matei Bejan; Andrei Manolache; Marius Popescu (EMNLP, 2023)

Time Series Anomaly Detection using Diffusion-based Models. - Ioana Pintilie; Andrei Manolache; Florin Brad (ICDM (Workshops), 2023)

Probabilistically Rewired Message-Passing Neural Networks. - Chendi Qian; Andrei Manolache; Kareem Ahmed; Zhe Zeng; Guy Van den Broeck; Mathias Niepert; Christopher Morris 001 (ICLR, 2024)

Probabilistic Graph Rewiring via Virtual Nodes. - Chendi Qian; Andrei Manolache; Christopher Morris 001; Mathias Niepert (NeurIPS, 2024)

Deep Anomaly Detection in Text. - Andrei Manolache (CoRR, 2024)

MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning. - Andrei Manolache; Dragos Tantaru; Mathias Niepert (CoRR, 2024)

Learning (Approximately) Equivariant Networks via Constrained Optimization. - Andrei Manolache; Luiz F. O. Chamon; Mathias Niepert (CoRR, 2025)