Publications

@article{qin2026beyond,
    title={Beyond Context Length: Characterising the Difficulty of Long-Context Reasoning},
    author={Qin, Shiwen and Barker, Cameron and Gouk, Henry and Crowley, Elliot J and Cohen, Shay B and Lapata, Mirella and Li, Miao},
    journal={arXiv preprint arXiv:2610.22067},
    year={2026}
}

@article{qin2025onnx,
  title={ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures},
  author={Qin, Shiwen and Auras, Alexander and Cohen, Shay B and Crowley, Elliot J and Moeller, Michael and Ericsson, Linus and Lukasik, Jovita},
  journal={arXiv preprint arXiv:2510.04938},
  year={2025}
}

@article{qin2025transferrable,
  title={Transferrable surrogates in expressive neural architecture search spaces},
  author={Qin, Shiwen and Kadlecov{\'a}, Gabriela and Pil{\'a}t, Martin and Cohen, Shay B and Neruda, Roman and Crowley, Elliot J and Lukasik, Jovita and Ericsson, Linus},
  journal={arXiv preprint arXiv:2504.12971},
  year={2025}
}