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12054 Publications


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

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

2025 | Published | Conference Paper | IST-REx-ID: 21327 | OA
Inverse problems with experiment-guided AlphaFold
S.A. Maddipatla, N.E. Sellam, M.I. Bojan, S. Vedula, P. Schanda, A. Marx, A.M. Bronstein, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 42366–42393.
[Published Version] View | Files available | arXiv
 

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

2025 | Published | Conference Paper | IST-REx-ID: 21412 | OA
Boosting payment channel network liquidity with topology optimization and transaction selection
K. Chatterjee, J.M. Křišťan, S. Schmid, J. Svoboda, M.X. Yeo, in:, 39th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2025.
[Published Version] View | Files available | DOI | Download Published Version (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21413 | OA | PlanS
Learning algorithms for verification of Markov decision processes
T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, T. Meggendorfer, D. Parker, M. Ujma, TheoretiCS 4 (2025).
[Published Version] View | Files available | DOI | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21431 | OA
Linear magnetoconductivity as a probe of time-reversal symmetry breaking
V. Sunko, C. Liu, M. Vila, I. Na, Y. Tang, V. Kozii, S.M. Griffin, J.E. Moore, J. Orenstein, Physical Review B 112 (2025).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21432 | OA
Unconventional superlattice ordering in intercalated transition metal dichalcogenide V1/3NbS2
S.S. Fender, N. Schnitzer, W. Fang, L. Bhatt, D. Huang, A. Malik, O. Gonzalez, V. Sunko, L.S. Xie, D.A. Muller, J. Orenstein, Y. Ping, B.H. Goodge, D.K. Bediako, Journal of the American Chemical Society 147 (2025) 32315–32320.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21433 | OA
Orbital-spin locking and its optical signatures in altermagnets
M. Vila, V. Sunko, J.E. Moore, Physical Review B 112 (2025).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Submitted | Preprint | IST-REx-ID: 21434 | OA
Goldstone mode of the broken helix in U(1) magnet EuIn2As2
A.L.-P. Alex Liebman-Pelaez, S.J. Garratt, V. Sunko, Y. Sun, J.R. Soh, D. Prabhakaran, A.T. Boothroyd, J. Orenstein, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Submitted | Preprint | IST-REx-ID: 21435 | OA
Strain-induced multiferroicity in Cr1/3NbS2
Y. Sun, Y. Ahn, D. Sapkota, H.S. Arachchige, R. Xue, S. Mozaffari, D.G. Mandrus, L. Zhao, J. Orenstein, V. Sunko, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 21474 | OA
3DPR: Single image 3D portrait relighting with generative priors
P. Rao, A. Meka, X. Zhou, G. Fox, B.R. Mallikarjun, F. Zhan, T. Weyrich, B. Bickel, H. Pfister, W. Matusik, T. Beeler, M. Elgharib, M. Habermann, C. Theobalt, in:, Proceedings SIGGRAPH Asia 2025 Conference Papers 2025, Association for Computing Machinery, 2025.
[Published Version] View | Files available | DOI | arXiv
 

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

2025 | Published | Journal Article | IST-REx-ID: 21521 | OA
Heterostructure nanoscintillator for matching radiation absorbing layers with fast light-emitting layers
O. Be’er, A. Shultzman, R. Strassberg, G. Dosovitskiy, N. Veber, R. Schuetz, C. Roques-Carmes, I. Kaminer, Y. Bekenstein, Nano Letters 25 (2025) 3422–3429.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2025 | Published | Journal Article | IST-REx-ID: 21524 | OA
Nanophotonic thermal management in X-ray tubes
S. Pajovic, C. Roques-Carmes, S. Choi, S.E. Kooi, R. Gupta, M.E. Zalis, I. Čelanović, M. Soljačić, ACS Nano 19 (2025) 31363–31370.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21530
Metaoptic computational imaging
C. Roques-Carmes, K. Wang, Y. Yang, A. Majumdar, Z. Lin, ACS Photonics 12 (2025) 1722–1733.
View | DOI
 

2025 | Published | Journal Article | IST-REx-ID: 21531 | OA
Automated modal analysis of entanglement with bipartite self-configuring optics
C. Roques-Carmes, A. Karnieli, D.A.B. Miller, S. Fan, ACS Photonics 12 (2025) 3285–3294.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21536 | OA
End-to-end design of multicolor scintillators for enhanced energy resolution in X-ray imaging
S. Min, S. Choi, S. Pajovic, S. Vaidya, N. Rivera, S. Fan, M. Soljačić, C. Roques-Carmes, Light: Science & Applications 14 (2025).
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21541
Large-scale self-assembled nanophotonic scintillators for X-ray imaging
L. Martin-Monier, S. Pajovic, M.G. Abebe, J. Chen, S. Vaidya, S. Min, S. Choi, S.E. Kooi, B. Maes, J. Hu, M. Soljačić, C. Roques-Carmes, Nature Communications 16 (2025).
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21542 | OA
Non-reciprocal frequency conversion in a non-Hermitian multimode nonlinear system
S. Pontula, S. Vaidya, C. Roques-Carmes, S.Z. Uddin, M. Soljačić, Y. Salamin, Nature Communications 16 (2025).
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

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