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12054 Publications


2025 | Published | Conference Paper | IST-REx-ID: 21325 | OA
Gozeten HA, Ildiz ME, Zhang X, Soltanolkotabi M, Mondelli M, Oymak S. Test-time training provably improves transformers as in-context learners. In: Proceedings of the 42nd International Conference on Machine Learning. Vol 267. ML Research Press; 2025:20266-20295.
[Published Version] View | Files available | PubMed | Europe PMC
 

2025 | Published | Conference Paper | IST-REx-ID: 21326 | OA
Wu D, Mondelli M. Neural collapse beyond the unconstrained features model: Landscape, dynamics, and generalization in the mean-field regime. In: Proceedings of the 42nd International Conference on Machine Learning. Vol 267. ML Research Press; 2025:67499-67536.
[Published Version] View | Files available | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 21327 | OA
Maddipatla SA, Sellam NE, Bojan MI, et al. Inverse problems with experiment-guided AlphaFold. In: Proceedings of the 42nd International Conference on Machine Learning. Vol 267. ML Research Press; 2025:42366-42393.
[Published Version] View | Files available | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 21328 | OA
Kovačević F, Yihan Z, Mondelli M. Spectral estimators for multi-index models: Precise asymptotics and optimal weak recovery. In: Proceedings of 38th Conference on Learning Theory. Vol 291. ML Research Press; 2025:3354-3404.
[Published Version] View | Files available | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 21412 | OA
Chatterjee K, Křišťan JM, Schmid S, Svoboda J, Yeo MX. Boosting payment channel network liquidity with topology optimization and transaction selection. In: 39th International Symposium on Distributed Computing. Vol 356. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2025. doi:10.4230/LIPIcs.DISC.2025.23
[Published Version] View | Files available | DOI | Download Published Version (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21413 | OA | PlanS
Brázdil T, Chatterjee K, Chmelik M, et al. Learning algorithms for verification of Markov decision processes. TheoretiCS. 2025;4. doi:10.46298/theoretics.25.10
[Published Version] View | Files available | DOI | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21431 | OA
Sunko V, Liu C, Vila M, et al. Linear magnetoconductivity as a probe of time-reversal symmetry breaking. Physical Review B. 2025;112(13). doi:10.1103/33ns-8gwj
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21432 | OA
Fender SS, Schnitzer N, Fang W, et al. Unconventional superlattice ordering in intercalated transition metal dichalcogenide V1/3NbS2. Journal of the American Chemical Society. 2025;147(36):32315-32320. doi:10.1021/jacs.5c07385
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2025 | Published | Journal Article | IST-REx-ID: 21433 | OA
Vila M, Sunko V, Moore JE. Orbital-spin locking and its optical signatures in altermagnets. Physical Review B. 2025;112(2). doi:10.1103/bzzy-ngcs
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Submitted | Preprint | IST-REx-ID: 21434 | OA
Alex Liebman-Pelaez AL-P, Garratt SJ, Sunko V, et al. Goldstone mode of the broken helix in U(1) magnet EuIn2As2. arXiv. doi:10.48550/arXiv.2501.09084
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Submitted | Preprint | IST-REx-ID: 21435 | OA
Sun Y, Ahn Y, Sapkota D, et al. Strain-induced multiferroicity in Cr1/3NbS2. arXiv. doi:10.48550/arXiv.2510.11619
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 21474 | OA
Rao P, Meka A, Zhou X, et al. 3DPR: Single image 3D portrait relighting with generative priors. In: Proceedings SIGGRAPH Asia 2025 Conference Papers 2025. Association for Computing Machinery; 2025. doi:10.1145/3757377.3763962
[Published Version] View | Files available | DOI | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21515 | OA
Cheng D, Wang H, Roques-Carmes C, Zhong J, Fan S. Creating high-dimensional topological physics using a single ring resonator. Newton. 2025;1(7). doi:10.1016/j.newton.2025.100163
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21521 | OA
Be’er O, Shultzman A, Strassberg R, et al. Heterostructure nanoscintillator for matching radiation absorbing layers with fast light-emitting layers. Nano Letters. 2025;25(9):3422-3429. doi:10.1021/acs.nanolett.4c05353
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2025 | Published | Journal Article | IST-REx-ID: 21524 | OA
Pajovic S, Roques-Carmes C, Choi S, et al. Nanophotonic thermal management in X-ray tubes. ACS Nano. 2025;19(35):31363-31370. doi:10.1021/acsnano.5c05186
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21530
Roques-Carmes C, Wang K, Yang Y, Majumdar A, Lin Z. Metaoptic computational imaging. ACS Photonics. 2025;12(4):1722-1733. doi:10.1021/acsphotonics.4c02266
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2025 | Published | Journal Article | IST-REx-ID: 21531 | OA
Roques-Carmes C, Karnieli A, Miller DAB, Fan S. Automated modal analysis of entanglement with bipartite self-configuring optics. ACS Photonics. 2025;12(6):3285-3294. doi:10.1021/acsphotonics.5c00813
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21536 | OA
Min S, Choi S, Pajovic S, et al. End-to-end design of multicolor scintillators for enhanced energy resolution in X-ray imaging. Light: Science & Applications. 2025;14. doi:10.1038/s41377-025-01836-8
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21541
Martin-Monier L, Pajovic S, Abebe MG, et al. Large-scale self-assembled nanophotonic scintillators for X-ray imaging. Nature Communications. 2025;16. doi:10.1038/s41467-025-60953-5
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21542 | OA
Pontula S, Vaidya S, Roques-Carmes C, Uddin SZ, Soljačić M, Salamin Y. Non-reciprocal frequency conversion in a non-Hermitian multimode nonlinear system. Nature Communications. 2025;16. doi:10.1038/s41467-025-62853-0
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