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Collaborations and top research areas from the last five years
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An evaluation of domain-agnostic representations to enable multi-task learning in combinatorial optimisation
Stone, C., Renau, Q., Miguel, I. & Hart, E., 3 Jan 2025, Learning and intelligent optimization: 18th international conference, LION 18, Ischia Island, Italy, June 9–13, 2024, revised selected papers. Festa, P., Ferone, D., Pastore, T. & Pisacane, O. (eds.). Cham: Springer Nature, p. 399-414 16 p. (Lecture notes in computer science; vol. 14990).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A graph transformation-based engine for the automated exploration of constraint models
Stone, C., Salamon, A. Z. & Miguel, I., 2 Jul 2024, (E-pub ahead of print) Graph transformation: 17th international conference, ICGT 2024, held as part of STAF 2024, Enschede, The Netherlands, July 10–11, 2024, proceedings. Harmer, R. & Kosiol, J. (eds.). Cham: Springer, p. 223-238 (Lecture notes in computer science; vol. 14774 ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Automating reformulation of Essence specifications via graph rewriting
Miguel, I., Salamon, A. Z. & Stone, C., 2 Sept 2024, p. 1-9. 9 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Towards exploratory reformulation of constraint models
Miguel, I. J., Salamon, A. Z. & Stone, C. L., 27 Jul 2023. 13 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
Towards optimisers that 'Keep Learning'
Hart, E., Miguel, I., Stone, C. & Renau, Q., 24 Jul 2023, GECCO '23 companion: proceedings of the Companion Conference on Genetic and Evolutionary Computation. Silva, S. & Paquete, L. (eds.). New York, NY: ACM, p. 1636-1638 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Datasets
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An Evaluation of Domain-Agnostic Representations to Enable Multi-task Learning in Combinatorial Optimisation (code)
Stone, C. L. (Creator) & Miguel, I. J. (Creator), GitHub, 2025
https://github.com/cls00/LION18-AlgoSelection
Dataset: Software
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Instance Generation via Generator Instances (dataset)
Akgun, O. (Creator), Dang, N. T. T. (Creator), Miguel, I. J. (Creator), Salamon, A. (Creator) & Stone, C. L. (Creator), GitHub, 2019
https://github.com/stacs-cp/CP2019-InstanceGen
Dataset