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  1. AACL-IJCNLP 2026, to appearLanguage models and NLP

    Three Numbers and a PreconditionExplore the paper

    When a test set pools rows from several sources, the detector being tested can score well just by recognising the source.

    Read the paper (PDF)

  2. EMNLP 2025Language models and NLP

    How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal ResourcesExplore the paper

    When you can afford to add only a few safety examples to a fine-tuning set, which ones you add changes how harmful the model ends up.

    Read the paper (PDF)PDFAt the ACL AnthologyACL Anthology

  3. ACM CAIS 2026Language models and NLP

    SAPO: Secure Automated Prompt Optimization via Multi-Agent CollaborationExplore the paper

    SAPO treats security as a floor a candidate prompt must clear before it may be returned, not as one more term to trade against accuracy.

    Read the paper

  4. NeurIPS 2025 workshopsOther applied ML

    High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion TrainingExplore the paper

    Read the paper (PDF, 4.5 MB)PDF, 4.5 MBOn arXivarXiv

  5. ICLR 2025Geometric deep learning

    GotenNet: Rethinking Efficient 3D Equivariant Graph Neural NetworksExplore the paper

    Read the paper (PDF)PDFAt OpenReviewOpenReview

  6. IEEE BigData 2024Geometric deep learning

    SO(3) Equivariant Framework for Spatial NetworksExplore the paper

    Read the paper

  7. IEEE BigData 2024Geometric deep learning

    SE(3) Equivariant Neural Network for 3D GraphsExplore the paper

    Read the paper

  8. NeurIPS 2023Geometric deep learning

    SaVeNet: A Scalable Vector Network for Enhanced Molecular Representation LearningExplore the paper

    Read the paper (PDF)PDFAt NeurIPSNeurIPS

  9. AAAI 2023Other applied ML

    Constrained Market Share Maximization by Signal-Guided OptimizationExplore the paper

    Read the paper

  10. SDM 2023Geometric deep learning

    Extrinsic-Intrinsic Representation Learning Framework for Drug DiscoveryExplore the paper

    Read the paper

  11. EMNLP 2022Language models and NLP

    A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic SpaceExplore the paper

    Read the paper (PDF)PDFAt the ACL AnthologyACL Anthology

  12. KDD 2022Geometric deep learning

    GBPNet: Universal Geometric Representation Learning on Protein StructuresExplore the paper

    Read the paper

  13. IEEE BigData 2022Geometric deep learning

    APIP: Attention-based Protein Representation Learning for Protein-Ligand Interface PredictionExplore the paper

    Read the paper

  14. KDD 2021Geometric deep learning

    Geometric Graph Representation Learning on Protein Structure PredictionExplore the paper

    Read the paper