Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical Study
Dhaini, M., Vladika, J., Erdogan, E., Attaoui, Z. & Kasneci, G., 2026, Artificial Neural Networks and Machine Learning – ICANN 2025 - 34th International Conference on Artificial Neural Networks, Proceedings. Senn, W., Sanguineti, M., Saudargiene, A., Tetko, I. V., Villa, A. E. P., Jirsa, V. & Bengio, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 192-204 13 p. (Lecture Notes in Computer Science; vol. 16070 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Structured Universal Adversarial Attacks on Object Detection for Video Sequences
Jacob, S., Shao, W. & Kasneci, G., 2026, Pattern Recognition - 47th DAGM German Conference, DAGM GCPR 2025, Proceedings. Keuper, M. & Locatello, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 171-185 15 p. (Lecture Notes in Computer Science; vol. 16125 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes
Prenkaj, B., Villaizán-Vallelado, M., Leemann, T. & Kasneci, G., 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Revised Selected Papers. Meo, R. & Silvestri, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-337 13 p. (Communications in Computer and Information Science; vol. 2133 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access