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2920 Publications
2024 | Conference Paper | LibreCat-ID: 55311
@inproceedings{Kolpaczki_Muschalik_Fumagalli_Hammer_Huellermeier_2024, series={Proceedings of Machine Learning Research}, title={SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification}, volume={238}, booktitle={Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS)}, publisher={PMLR}, author={Kolpaczki, Patrick and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={3520–3528}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2024, series={Proceedings of Machine Learning Research}, title={KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions}, volume={235}, booktitle={Proceedings of the 41st International Conference on Machine Learning (ICML)}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2024}, pages={14308–14342}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
@inproceedings{Muschalik_Baniecki_Fumagalli_Kolpaczki_Hammer_Huellermeier_2024, title={shapiq: Shapley interactions for machine learning}, volume={37}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, author={Muschalik, Maximilian and Baniecki, Hubert and Fumagalli, Fabian and Kolpaczki, Patrick and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={130324–130357} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61230
@inproceedings{Kolpaczki_Bengs_Muschalik_Hüllermeier_2024, title={Approximating the shapley value without marginal contributions}, volume={38}, number={12}, booktitle={Proceedings of the AAAI conference on Artificial Intelligence (AAAI)}, author={Kolpaczki, Patrick and Bengs, Viktor and Muschalik, Maximilian and Hüllermeier, Eyke}, year={2024}, pages={13246–13255} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61180
@inproceedings{Belosevic_Buschmeier_2024, place={San José, Costa Rica}, title={Quote to explain: Using multimodal metalinguistic markers to explain large language models’ understanding capabilities}, DOI={10.1145/3686215.3689203}, booktitle={ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction}, publisher={ACM}, author={Belosevic, Milena and Buschmeier, Hendrik}, year={2024}, pages={225–227} }
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| DOI
2024 | Conference Paper | LibreCat-ID: 61176 | 
@inproceedings{Wang_Buschmeier_2024, place={Vienna, Austria}, title={Revisiting the phenomenon of syntactic complexity convergence on German dialogue data}, booktitle={Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024)}, author={Wang, Yu and Buschmeier, Hendrik}, year={2024}, pages={75–80} }
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2024 | Conference Paper | LibreCat-ID: 55911 |
@inproceedings{Wang_Xu_Skantze_Buschmeier_2024, place={Bangkok, Thailand}, title={How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction}, booktitle={Findings of the Association for Computational Linguistics ACL 2024}, author={Wang, Yu and Xu, Yang and Skantze, Gabriel and Buschmeier, Hendrik}, year={2024}, pages={3533–3545} }
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2024 | Conference Abstract | LibreCat-ID: 56314
@inproceedings{Riechmann_Buschmeier_2024, place={Frankfurt am Main, Germany}, title={Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives}, booktitle={Book of Abstracts of the 2nd International Multimodal Communication Symposium}, author={Riechmann, Alina Naomi and Buschmeier, Hendrik}, year={2024}, pages={38–39} }
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2024 | Conference Paper | LibreCat-ID: 58722 |
@inproceedings{Spliethöver_Menon_Wachsmuth_2024, place={Bangkok, Thailand}, title={Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness}, DOI={10.18653/v1/2024.findings-acl.553}, booktitle={Findings of the Association for Computational Linguistics: ACL 2024}, publisher={Association for Computational Linguistics}, author={Spliethöver, Maximilian and Menon, Sai Nikhil and Wachsmuth, Henning}, editor={Ku, Lun-Wei and Martins, Andre and Srikumar, Vivek}, year={2024}, pages={9294–9313} }
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2024 | Journal Article | LibreCat-ID: 61251
@article{Bauch_Köcher_Heinisch_Schumacher_2024, title={Time-bin entanglement in the deterministic generation of linear photonic cluster states}, volume={1}, DOI={10.1063/5.0214197}, number={3036110}, journal={APL Quantum}, publisher={AIP Publishing}, author={Bauch, David and Köcher, Nikolas and Heinisch, Nils and Schumacher, Stefan}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61250
@article{Bennenhei_Shan_Struve_Kunte_Eilenberger_Ohmer_Fischer_Schumacher_Ma_Schneider_et al._2024, title={Organic Room-Temperature Polariton Condensate in a Higher-Order Topological Lattice}, volume={11}, DOI={10.1021/acsphotonics.4c00268}, number={8}, journal={ACS Photonics}, publisher={American Chemical Society (ACS)}, author={Bennenhei, Christoph and Shan, Hangyong and Struve, Marti and Kunte, Nils and Eilenberger, Falk and Ohmer, Jürgen and Fischer, Utz and Schumacher, Stefan and Ma, Xuekai and Schneider, Christian and et al.}, year={2024}, pages={3046–3054} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 56671
@inproceedings{Illian_Zinda_Schlangenotto_2024, title={Data Store Architectures: Balancing Functionality and Performance}, DOI={10.1109/icit58233.2024.10540811}, booktitle={2024 IEEE International Conference on Industrial Technology (ICIT)}, publisher={IEEE}, author={Illian, Marvin and Zinda, Christopher and Schlangenotto, Darius}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61253
@article{Heinisch_Köcher_Bauch_Schumacher_2024, title={Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs}, volume={6}, DOI={10.1103/physrevresearch.6.l012017}, number={1L012017}, journal={Physical Review Research}, publisher={American Physical Society (APS)}, author={Heinisch, Nils and Köcher, Nikolas and Bauch, David and Schumacher, Stefan}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61255
@article{Schneider_Gao_Zentgraf_Schumacher_Ma_2024, title={Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates}, volume={13}, DOI={10.1515/nanoph-2023-0556}, number={4}, journal={Nanophotonics}, publisher={Walter de Gruyter GmbH}, author={Schneider, Tobias and Gao, Wenlong and Zentgraf, Thomas and Schumacher, Stefan and Ma, Xuekai}, year={2024}, pages={509–518} }
LibreCat
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2024 | Journal Article | LibreCat-ID: 61257
@article{Wingenbach_Schumacher_Ma_2024, title={Manipulating spectral topology and exceptional points by nonlinearity in non-Hermitian polariton systems}, volume={6}, DOI={10.1103/physrevresearch.6.013148}, number={1013148}, journal={Physical Review Research}, publisher={American Physical Society (APS)}, author={Wingenbach, Jan and Schumacher, Stefan and Ma, Xuekai}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61258
@article{Wei_Guo_Liu_Wu_Chen_Dong_Wang_Schumacher_Bai_Lei_et al._2024, title={Novel Phosphazenium Tetrafluoroborate Dopant Enables Efficient and Thermally Stable n‐Doped Organic Semiconductors}, DOI={10.1002/aelm.202400767}, number={2400767}, journal={Advanced Electronic Materials}, publisher={Wiley}, author={Wei, Huan and Guo, Jing and Liu, Heng and Wu, Tong and Chen, Ping‐An and Dong, Chuanding and Wang, Shu‐Jen and Schumacher, Stefan and Bai, Yugang and Lei, Ting and et al.}, year={2024} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61259
@article{Bauch_Dong_Schumacher_2024, title={Dynamics of Electron–Hole Coulomb Attractive Energy and Dipole Moment of Hot Excitons in Donor–Acceptor Polymers}, volume={128}, DOI={10.1021/acs.jpcc.3c07513}, number={8}, journal={The Journal of Physical Chemistry C}, publisher={American Chemical Society (ACS)}, author={Bauch, Fabian and Dong, Chuan-Ding and Schumacher, Stefan}, year={2024}, pages={3525–3532} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61254
@article{Schneider_Gao_Zentgraf_Schumacher_Ma_2024, title={Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates}, volume={13}, DOI={10.1515/nanoph-2023-0556}, number={4}, journal={Nanophotonics}, publisher={Walter de Gruyter GmbH}, author={Schneider, Tobias and Gao, Wenlong and Zentgraf, Thomas and Schumacher, Stefan and Ma, Xuekai}, year={2024}, pages={509–518} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61263
@article{Dong_Bauch_Hu_Schumacher_2024, title={Charge transfer in superbase n-type doping of PCBM induced by deprotonation}, volume={26}, DOI={10.1039/d3cp05105f}, number={5}, journal={Physical Chemistry Chemical Physics}, publisher={Royal Society of Chemistry (RSC)}, author={Dong, Chuan-Ding and Bauch, Fabian and Hu, Yuanyuan and Schumacher, Stefan}, year={2024}, pages={4194–4199} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 61261
@article{Liang_Ma_Gu_Ren_An_Fu_Schumacher_Liao_2024, title={Photochemical Reaction Enabling the Engineering of Photonic Spin–Orbit Coupling in Organic-Crystal Optical Microcavities}, volume={146}, DOI={10.1021/jacs.3c11373}, number={7}, journal={Journal of the American Chemical Society}, publisher={American Chemical Society (ACS)}, author={Liang, Qian and Ma, Xuekai and Gu, Chunling and Ren, Jiahuan and An, Cunbin and Fu, Hongbing and Schumacher, Stefan and Liao, Qing}, year={2024}, pages={4542–4548} }
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