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8158 Publications
2024 | Conference Paper | LibreCat-ID: 55311
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification,” in Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 2024, vol. 238, pp. 3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions,” in Proceedings of the 41st International Conference on Machine Learning (ICML), 2024, vol. 235, pp. 14308–14342.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, and E. Huellermeier, “shapiq: Shapley interactions for machine learning,” in Advances in Neural Information Processing Systems (NeurIPS), 2024, vol. 37, pp. 130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
P. Kolpaczki, V. Bengs, M. Muschalik, and E. Hüllermeier, “Approximating the shapley value without marginal contributions,” in Proceedings of the AAAI conference on Artificial Intelligence (AAAI), 2024, vol. 38, no. 12, pp. 13246–13255.
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2024 | Conference Paper | LibreCat-ID: 61180
M. Belosevic and H. Buschmeier, “Quote to explain: Using multimodal metalinguistic markers to explain large language models’ understanding capabilities,” in ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction, San José, Costa Rica, 2024, pp. 225–227, doi: 10.1145/3686215.3689203.
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2024 | Conference Paper | LibreCat-ID: 61176 | 
Y. Wang and H. Buschmeier, “Revisiting the phenomenon of syntactic complexity convergence on German dialogue data,” in Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), Vienna, Austria, 2024, pp. 75–80.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Y. Wang, Y. Xu, G. Skantze, and H. Buschmeier, “How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction,” in Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
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2024 | Conference Abstract | LibreCat-ID: 56314
A. N. Riechmann and H. Buschmeier, “Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives,” in Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
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2024 | Conference Paper | LibreCat-ID: 58722 |
M. Spliethöver, S. N. Menon, and H. Wachsmuth, “Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness,” in Findings of the Association for Computational Linguistics: ACL 2024, 2024, pp. 9294–9313, doi: 10.18653/v1/2024.findings-acl.553.
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2024 | Journal Article | LibreCat-ID: 61251
D. Bauch, N. Köcher, N. Heinisch, and S. Schumacher, “Time-bin entanglement in the deterministic generation of linear photonic cluster states,” APL Quantum, vol. 1, no. 3, Art. no. 036110, 2024, doi: 10.1063/5.0214197.
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2024 | Journal Article | LibreCat-ID: 61250
C. Bennenhei et al., “Organic Room-Temperature Polariton Condensate in a Higher-Order Topological Lattice,” ACS Photonics, vol. 11, no. 8, pp. 3046–3054, 2024, doi: 10.1021/acsphotonics.4c00268.
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2024 | Conference Paper | LibreCat-ID: 56671
M. Illian, C. Zinda, and D. Schlangenotto, “Data Store Architectures: Balancing Functionality and Performance,” 2024, doi: 10.1109/icit58233.2024.10540811.
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2024 | Journal Article | LibreCat-ID: 61253
N. Heinisch, N. Köcher, D. Bauch, and S. Schumacher, “Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs,” Physical Review Research, vol. 6, no. 1, Art. no. L012017, 2024, doi: 10.1103/physrevresearch.6.l012017.
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2024 | Journal Article | LibreCat-ID: 61255
T. Schneider, W. Gao, T. Zentgraf, S. Schumacher, and X. Ma, “Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates,” Nanophotonics, vol. 13, no. 4, pp. 509–518, 2024, doi: 10.1515/nanoph-2023-0556.
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| DOI
2024 | Journal Article | LibreCat-ID: 61257
J. Wingenbach, S. Schumacher, and X. Ma, “Manipulating spectral topology and exceptional points by nonlinearity in non-Hermitian polariton systems,” Physical Review Research, vol. 6, no. 1, Art. no. 013148, 2024, doi: 10.1103/physrevresearch.6.013148.
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2024 | Journal Article | LibreCat-ID: 61258
H. Wei et al., “Novel Phosphazenium Tetrafluoroborate Dopant Enables Efficient and Thermally Stable n‐Doped Organic Semiconductors,” Advanced Electronic Materials, Art. no. 2400767, 2024, doi: 10.1002/aelm.202400767.
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2024 | Journal Article | LibreCat-ID: 61259
F. Bauch, C.-D. Dong, and S. Schumacher, “Dynamics of Electron–Hole Coulomb Attractive Energy and Dipole Moment of Hot Excitons in Donor–Acceptor Polymers,” The Journal of Physical Chemistry C, vol. 128, no. 8, pp. 3525–3532, 2024, doi: 10.1021/acs.jpcc.3c07513.
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| DOI
2024 | Journal Article | LibreCat-ID: 61254
T. Schneider, W. Gao, T. Zentgraf, S. Schumacher, and X. Ma, “Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates,” Nanophotonics, vol. 13, no. 4, pp. 509–518, 2024, doi: 10.1515/nanoph-2023-0556.
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| DOI
2024 | Journal Article | LibreCat-ID: 61263
C.-D. Dong, F. Bauch, Y. Hu, and S. Schumacher, “Charge transfer in superbase n-type doping of PCBM induced by deprotonation,” Physical Chemistry Chemical Physics, vol. 26, no. 5, pp. 4194–4199, 2024, doi: 10.1039/d3cp05105f.
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2024 | Journal Article | LibreCat-ID: 61261
Q. Liang et al., “Photochemical Reaction Enabling the Engineering of Photonic Spin–Orbit Coupling in Organic-Crystal Optical Microcavities,” Journal of the American Chemical Society, vol. 146, no. 7, pp. 4542–4548, 2024, doi: 10.1021/jacs.3c11373.
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