Publications
A complete and up-to-date list is also available on Google Scholar.
Peer-Reviewed
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GeLoRA: Geometric Adaptive Ranks for Efficient LoRA Fine-Tuning
Findings of EMNLP, 2025
Paper
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@inproceedings{eddib2025gelora, title={GeLoRA: Geometric Adaptive Ranks for Efficient LoRA Fine-Tuning}, author={Ed-dib, Abdessalam and Datbayev, Zhanibek and Aboussalah, Amine}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2025}, year={2025} }
Under Review
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Aggregation Dispersion: An Information-Geometric Diagnostic of Oversmoothing in Graph Neural Networks
Under review, NeurIPS 2026
PDF
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@unpublished{eddib2026aggregation, title={Aggregation Dispersion: An Information-Geometric Diagnostic of Oversmoothing in Graph Neural Networks}, author={Ed-dib, Abdessalam and Aboussalah, Amine}, note={Under review}, year={2026} }
Preprints
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GeoHNNs: Geometric Hamiltonian Neural Networks
arXiv:2507.15678, 2025
arXiv
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@article{eddib2025geohnns, title={GeoHNNs: Geometric Hamiltonian Neural Networks}, author={Ed-dib, Abdessalam and Aboussalah, Amine}, journal={arXiv preprint arXiv:2507.15678}, year={2025} }
Under Preparation
- End-to-End Sample-Average Approximations for Contextual Stochastic Optimization
- Bayesian Information Acquisition
- Geometry of Systemic Risk Emergence: From Local Strategic Behaviors to Global Patterns