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6830 Publications

2025 | Published | Book Chapter | IST-REx-ID: 21257 |

Kurtic, Eldar, Denis Kuznedelev, Elias Frantar, Michael Goinv, Shubhra Pandit, Abhinav Agarwalla, Tuan Nguyen, Alexandre Marques, Mark Kurtz, and Dan-Adrian Alistarh. “Sparse Fine-Tuning for Inference Acceleration of Large Language Models.” In Enhancing LLM Performance. Efficacy, Fine-Tuning, and Inference Techniques, edited by Peyman Passban, Andy Way, and Mehdi Rezagholizadeh, 83–97. Springer Nature, 2025. https://doi.org/10.1007/978-3-031-85747-8_6.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

Zhang, Chen Y, Angelo Rosa, and Guido Sanguinetti. “BioSBM: A Random Graph Model to Integrate Epigenomic Data in Chromatin Structure Prediction.” PRX Life. American Physical Society, 2025. https://doi.org/10.1103/gy1p-4256.

[Published Version] View | Files available | DOI | arXiv

2025 | Published | Journal Article | IST-REx-ID: 21270 |

Taylor, J., M. Čufar, David Johannes Mitrouskas, Robert Seiringer, E. Pahl, and J. Brand. “Bound Excited States of Fröhlich Polarons in One Dimension.” Physical Review B. American Physical Society, 2025. https://doi.org/10.1103/s9p9-jflq.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2025 | Published | Journal Article | IST-REx-ID: 21271 |

Campbell, Andrew J, Giorgio Cipolloni, László Erdös, and Hong Chang Ji. “On the Spectral Edge of Non-Hermitian Random Matrices.” The Annals of Probability. Institute of Mathematical Statistics, 2025. https://doi.org/10.1214/25-aop1761.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 21272 |

Eder, Peter J., Aron Kerschbaumer, Jernej Rudi Finžgar, Raimel A Medina Ramos, Martin J. A. Schuetz, Helmut G. Katzgraber, Sarah Braun, and Christian B. Mendl. “Quantum-Guided Cluster Algorithms for Combinatorial Optimization.” In 2025 IEEE International Conference on Quantum Computing and Engineering. IEEE, 2025. https://doi.org/10.1109/qce65121.2025.00033.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2025 | Submitted | Preprint | IST-REx-ID: 21309 |

Vandersnickt, J., R. Ochoa Armenta, V. Vanlaer, A. David-Uraz A. David-Uraz, C. Aerts, S. B. Das, J. -C. Bouret, et al. “Expanding Stellar Horizons with Polarized Light.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2512.15170.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

Galiullin, Ilkham, Antonio C. Rodriguez, Kareem El-Badry, Ilaria Caiazzo, Paula Szkody, Pranav Nagarajan, and Samuel Whitebook. “Optical Spectroscopy of the Most Compact Accreting Binary Harboring a Magnetic White Dwarf and a Hydrogen-Rich Donor.” The Astrophysical Journal Letters. IOP Publishing, 2025. https://doi.org/10.3847/2041-8213/adff82.

[Published Version] View | Files available | DOI | arXiv

2025 | Published | Journal Article | IST-REx-ID: 21318 |

Rossi, M., Andrei Militaru, N. Carlon Zambon, A. Riera-Campeny, O. Romero-Isart, M. Frimmer, and L. Novotny. “Quantum Delocalization of a Levitated Nanoparticle.” Physical Review Letters. American Physical Society, 2025. https://doi.org/10.1103/2yzc-fsm3.

Xiao, Shanshan, Mingjun Zhao, Mingquan Li, Shanhong Wan, Aziz Genç, Lulu Huang, Lei Chen, et al. “Band and Defect Engineering in Solution-Processed Nanocrystal Building Blocks to Promote Transport Properties in Nanomaterials: The Case of Thermoelectric Cu ₃SbSe ₄.” Nano Research. Tsinghua University Press, 2025. https://doi.org/10.26599/nr.2025.94907072.

[Published Version] View | Files available | DOI

2025 | Published | Journal Article | IST-REx-ID: 21322 |

Olusanya, Oluwafunmilola O, Kseniia Khudiakova, and Himani Sachdeva. “Genetic Load, Eco-Evolutionary Feedback, and Extinction in Metapopulations.” The American Naturalist. University of Chicago Press, 2025. https://doi.org/10.1086/735562.

2025 | Published | Conference Paper | IST-REx-ID: 21323 |

Belohorec, Juraj, Pavel Dvořák, Charlotte Hoffmann, Pavel Hubáček, Kristýna Mašková, and Martin Pastyřík. “On Extractability of the KZG Family of Polynomial Commitment Schemes.” In 45th Annual International Cryptology Conference, 16005:584–616. Springer Nature, 2025. https://doi.org/10.1007/978-3-032-01887-8_19.

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2025 | Published | Conference Paper | IST-REx-ID: 21325 |

Gozeten, Halil Alperen, Muhammed Emrullah Ildiz, Xuechen Zhang, Mahdi Soltanolkotabi, Marco Mondelli, and Samet Oymak. “Test-Time Training Provably Improves Transformers as in-Context Learners.” In Proceedings of the 42nd International Conference on Machine Learning, 267:20266–95. ML Research Press, 2025.

[Published Version] View | Files available | PubMed | Europe PMC

2025 | Published | Conference Paper | IST-REx-ID: 21327 |

Maddipatla, Sai A, Nadav E Sellam, Meital I Bojan, Sanketh Vedula, Paul Schanda, Ailie Marx, and Alex M. Bronstein. “Inverse Problems with Experiment-Guided AlphaFold.” In Proceedings of the 42nd International Conference on Machine Learning, 267:42366–93. ML Research Press, 2025.

[Published Version] View | Files available | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 21328 |

Kovačević, Filip, Zhang Yihan, and Marco Mondelli. “Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery.” In Proceedings of 38th Conference on Learning Theory, 291:3354–3404. ML Research Press, 2025.

[Published Version] View | Files available | arXiv

Brázdil, Tomáš, Krishnendu Chatterjee, Martin Chmelik, Vojtěch Forejt, Jan Kretinsky, Marta Kwiatkowska, Tobias Meggendorfer, David Parker, and Mateusz Ujma. “Learning Algorithms for Verification of Markov Decision Processes.” TheoretiCS. TheoretiCS Foundation, 2025. https://doi.org/10.46298/theoretics.25.10.

[Published Version] View | Files available | DOI | arXiv

2025 | Submitted | Preprint | IST-REx-ID: 21435 |

Sun, Y., Y. Ahn, D. Sapkota, H. S. Arachchige, R. Xue, S. Mozaffari, D. G. Mandrus, L. Zhao, J. Orenstein, and Veronika Sunko. “Strain-Induced Multiferroicity in Cr1/3NbS2.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2510.11619.

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2025 | Published | Conference Paper | IST-REx-ID: 21474 |

Rao, Pramod, Abhimitra Meka, Xilong Zhou, Gereon Fox, B. R. Mallikarjun, Fangneng Zhan, Tim Weyrich, et al. “3DPR: Single Image 3D Portrait Relighting with Generative Priors.” In Proceedings SIGGRAPH Asia 2025 Conference Papers 2025. Association for Computing Machinery, 2025. https://doi.org/10.1145/3757377.3763962.

[Published Version] View | Files available | DOI | arXiv

2025 | Research Data Reference | IST-REx-ID: 21668 |

Hartmanns, Arnd, Sebastian Junges, Tim Quatmann, and Maximilian Weininger. “Benchmark Data for the Revised Practitioner’s Guide to MDP Model Checking Algorithms.” Zenodo, 2025. https://doi.org/10.5281/ZENODO.14500423.

[Published Version] View | Files available | DOI | Download Published Version (ext.)

Kwan, Matthew Alan, and Lisa Sauermann. “Resolution of the Quadratic Littlewood–Offord Problem.” Compositio Mathematica. Cambridge University Press, 2025. https://doi.org/10.1112/S0010437X25102789.

[Published Version] View | Files available | DOI | arXiv

Lee, Max E., Zoltán Haiman, Shivam Pandey, and Shy Genel. “The Effect of Intrinsic Alignments on Weak-Lensing Statistics in Hydrodynamical Simulations.” The Astrophysical Journal. IOP Publishing, 2025. https://doi.org/10.3847/1538-4357/ae1ca7.

[Published Version] View | Files available | DOI | arXiv

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