Moritz Wagner

Preprints

1. Zimmer, M., Roux, C., Wagner, M., Hendrych, D., and Pokutta, S. (2025). SparseSwaps: Tractable LLM Pruning Mask Refinement at Scale. [arXiv]
   [BibTeX]

   @misc{2025_ZimmerEtAl_Sparseswapspruning_2512-10922,
     archiveprefix = {arXiv},
     eprint = {2512.10922},
     arxiv = {arXiv:2512.10922},
     primaryclass = {cs.LG},
     author = {Zimmer, Max and Roux, Christophe and Wagner, Moritz and Hendrych, Deborah and Pokutta, Sebastian},
     title = {SparseSwaps: Tractable LLM Pruning Mask Refinement at Scale},
     date = {2025-12-11}
   }

2. Wagner, M., Roux, C., Zimmer, M., and Pokutta, S. (2026). The KV-Surgeon: Compensation-Aware Offline KV-Cache Compaction. [arXiv]
   [BibTeX]

   @misc{2026_WagnerRouxZimmerPokutta_KVCacheCompaction_2610-25933,
     archiveprefix = {arXiv},
     eprint = {2610.25933},
     arxiv = {arXiv:2610.25933},
     primaryclass = {cs.LG},
     author = {Wagner, Moritz and Roux, Christophe and Zimmer, Max and Pokutta, Sebastian},
     title = {The KV-Surgeon: Compensation-Aware Offline KV-Cache Compaction},
     date = {2026-10-19}
   }

Conference proceedings

1. Wagner, M., Roux, C., Zimmer, M., and Pokutta, S. (2026). A Free Lunch in LLM Compression: Revisiting Retraining after Pruning. Proceedings of the Conference on Neural Information Processing Systems. [arXiv]
   [BibTeX]

   @inproceedings{2025_WagnerRouxZimmerPokutta_Llmpruningretraining_2510-14444,
     year = {2026},
     booktitle = {Proceedings of the Conference on Neural Information Processing Systems},
     archiveprefix = {arXiv},
     eprint = {2510.14444},
     arxiv = {arXiv:2510.14444},
     primaryclass = {cs.LG},
     author = {Wagner, Moritz and Roux, Christophe and Zimmer, Max and Pokutta, Sebastian},
     title = {A Free Lunch in LLM Compression: Revisiting Retraining after Pruning}
   }

2. Sadiku, S., Wagner, M., and Pokutta, S. (2025, January). GSE: Group-wise Sparse and Explainable Adversarial Attacks. Proceedings of the International Conference on Learning Representations. [arXiv]
   [BibTeX]

   @inproceedings{2023_SadikuWagnerPokutta_Groupwisesparseattacks,
     year = {2025},
     booktitle = {Proceedings of the International Conference on Learning Representations},
     month = jan,
     archiveprefix = {arXiv},
     eprint = {2311.17434},
     arxiv = {arXiv:2311.17434},
     primaryclass = {cs.CV},
     author = {Sadiku, Shpresim and Wagner, Moritz and Pokutta, Sebastian},
     title = {GSE: Group-wise Sparse and Explainable Adversarial Attacks}
   }

3. Sadiku, S., Wagner, M., Nagarajan, S. G., and Pokutta, S. (2025). S-CFE: Simple Counterfactual Explanations. Proceedings of the International Conference on Artificial Intelligence and Statistics, 258. [arXiv]
   [BibTeX]

   @inproceedings{2024_SadikuEtAl_Counterfactualexplanations,
     year = {2025},
     booktitle = {Proceedings of the International Conference on Artificial Intelligence and Statistics},
     series = {Proceedings of Machine Learning Research},
     publisher = {PMLR},
     month = jan,
     volume = {258},
     archiveprefix = {arXiv},
     eprint = {2410.15723},
     arxiv = {arXiv:2410.15723},
     primaryclass = {cs.LG},
     author = {Sadiku, Shpresim and Wagner, Moritz and Nagarajan, Sai Ganesh and Pokutta, Sebastian},
     title = {S-CFE: Simple Counterfactual Explanations}
   }