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12054 Publications


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

2025 | Published | Conference Paper | IST-REx-ID: 21326 | OA
Wu, D., & Mondelli, M. (2025). 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, pp. 67499–67536). Vancouver, Canada: ML Research Press.
[Published Version] View | Files available | arXiv
 

2025 | Published | Conference Paper | IST-REx-ID: 21327 | OA
Maddipatla, S. A., Sellam, N. E., Bojan, M. I., Vedula, S., Schanda, P., Marx, A., & Bronstein, A. M. (2025). Inverse problems with experiment-guided AlphaFold. In Proceedings of the 42nd International Conference on Machine Learning (Vol. 267, pp. 42366–42393). Vancouver, Canada: ML Research Press.
[Published Version] View | Files available | arXiv
 

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

2025 | Published | Conference Paper | IST-REx-ID: 21412 | OA
Chatterjee, K., Křišťan, J. M., Schmid, S., Svoboda, J., & Yeo, M. X. (2025). Boosting payment channel network liquidity with topology optimization and transaction selection. In 39th International Symposium on Distributed Computing (Vol. 356). Berlin, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/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., Forejt, V., Kretinsky, J., Kwiatkowska, M., … Ujma, M. (2025). Learning algorithms for verification of Markov decision processes. TheoretiCS. TheoretiCS Foundation. https://doi.org/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., Na, I., Tang, Y., Kozii, V., … Orenstein, J. (2025). Linear magnetoconductivity as a probe of time-reversal symmetry breaking. Physical Review B. American Physical Society. https://doi.org/10.1103/33ns-8gwj
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Published | Journal Article | IST-REx-ID: 21432 | OA
Fender, S. S., Schnitzer, N., Fang, W., Bhatt, L., Huang, D., Malik, A., … Bediako, D. K. (2025). Unconventional superlattice ordering in intercalated transition metal dichalcogenide V1/3NbS2. Journal of the American Chemical Society. American Chemical Society. https://doi.org/10.1021/jacs.5c07385
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2025 | Published | Journal Article | IST-REx-ID: 21433 | OA
Vila, M., Sunko, V., & Moore, J. E. (2025). Orbital-spin locking and its optical signatures in altermagnets. Physical Review B. American Physical Society. https://doi.org/10.1103/bzzy-ngcs
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2025 | Submitted | Preprint | IST-REx-ID: 21434 | OA
Alex Liebman-Pelaez, A. L.-P., Garratt, S. J., Sunko, V., Sun, Y., Soh, J. R., Prabhakaran, D., … Orenstein, J. (n.d.). Goldstone mode of the broken helix in U(1) magnet EuIn2As2. arXiv. https://doi.org/10.48550/arXiv.2501.09084
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2025 | Submitted | Preprint | IST-REx-ID: 21435 | OA
Sun, Y., Ahn, Y., Sapkota, D., Arachchige, H. S., Xue, R., Mozaffari, S., … Sunko, V. (n.d.). Strain-induced multiferroicity in Cr1/3NbS2. arXiv. https://doi.org/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., Fox, G., Mallikarjun, B. R., Zhan, F., … Theobalt, C. (2025). 3DPR: Single image 3D portrait relighting with generative priors. In Proceedings SIGGRAPH Asia 2025 Conference Papers 2025. Hong Kong, Hong Kong: Association for Computing Machinery. https://doi.org/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. (2025). Creating high-dimensional topological physics using a single ring resonator. Newton. Elsevier. https://doi.org/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., Dosovitskiy, G., Veber, N., Schuetz, R., … Bekenstein, Y. (2025). Heterostructure nanoscintillator for matching radiation absorbing layers with fast light-emitting layers. Nano Letters. American Chemical Society. https://doi.org/10.1021/acs.nanolett.4c05353
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2025 | Published | Journal Article | IST-REx-ID: 21524 | OA
Pajovic, S., Roques-Carmes, C., Choi, S., Kooi, S. E., Gupta, R., Zalis, M. E., … Soljačić, M. (2025). Nanophotonic thermal management in X-ray tubes. ACS Nano. American Chemical Society. https://doi.org/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. (2025). Metaoptic computational imaging. ACS Photonics. American Chemical Society. https://doi.org/10.1021/acsphotonics.4c02266
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2025 | Published | Journal Article | IST-REx-ID: 21531 | OA
Roques-Carmes, C., Karnieli, A., Miller, D. A. B., & Fan, S. (2025). Automated modal analysis of entanglement with bipartite self-configuring optics. ACS Photonics. American Chemical Society. https://doi.org/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., Vaidya, S., Rivera, N., Fan, S., … Roques-Carmes, C. (2025). End-to-end design of multicolor scintillators for enhanced energy resolution in X-ray imaging. Light: Science & Applications. Springer Nature. https://doi.org/10.1038/s41377-025-01836-8
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2025 | Published | Journal Article | IST-REx-ID: 21541
Martin-Monier, L., Pajovic, S., Abebe, M. G., Chen, J., Vaidya, S., Min, S., … Roques-Carmes, C. (2025). Large-scale self-assembled nanophotonic scintillators for X-ray imaging. Nature Communications. Springer Nature. https://doi.org/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, S. Z., Soljačić, M., & Salamin, Y. (2025). Non-reciprocal frequency conversion in a non-Hermitian multimode nonlinear system. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-025-62853-0
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