u-μP: The Unit-Scaled Maximal Update Parametrization.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets.
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Proceedings of the Twelfth International Conference on Learning Representations, 2024
HUNIPU: Efficient Hungarian Algorithm on IPUs.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024
GPS++: Reviving the Art of Message Passing for Molecular Property Prediction.
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Trans. Mach. Learn. Res., 2023
Generating QM1B with PySCF<sub>IPU</sub>.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
GPS++: An Optimised Hybrid MPNN/Transformer for Molecular Property Prediction.
CoRR, 2022