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Yuxi Xia
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Waffle: Watermarking in federated learning
BGA Tekgul, Y Xia, S Marchal, N Asokan
2021 40th International Symposium on Reliable Distributed Systems (SRDS …, 2021
142*2021
A machine-learning-based surrogate modeling methodology for submodel integration in the holistic railway digital twin platform
S Zhou, A Meierhofer, O Kugu, Y Xia, M Grafinger
Procedia CIRP 119, 345-350, 2023
152023
Specification overfitting in artificial intelligence
B Roth, PH Luz de Araujo, Y Xia, S Kaltenbrunner, C Korab
Artificial Intelligence Review 58 (2), 35, 2024
112024
Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
Y Xia, PHL de Araujo, K Zaporojets, B Roth
ACL 2025 Main (SAC Highlight), 2025
62025
Watermarking federated deep neural network models
Y Xia
42020
An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text
L Schoenegger, Y Xia, B Roth
arXiv preprint arXiv:2408.14252, 2024
22024
Learn to pick the winner: Black-box ensembling for textual and visual question answering
Y Xia, K Zaporojets, B Roth
Proceedings of the 21st Conference on Natural Language Processing (KONVENS …, 2025
12025
Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis
Y Xia, K Stańczak, B Roth
EACL2026, 2026
2026
Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations
Y Xia, D Ulmer, T Blevins, Y Liu, H Schütze, B Roth
arXiv preprint arXiv:2601.08064, 2026
2026
Exploring prompts to elicit memorization in masked language model-based named entity recognition
Y Xia, A Sedova, PH Luz de Araujo, V Kougia, L Nußbaumer, B Roth
PLoS One 20 (9), e0330877, 2025
2025
Comparative Analysis of Machine Learning-Based Surrogate Modeling Approaches for Multi-Body Dynamic Simulation in Railway Digital Twin Platform
S Zhou, A Sogomonyan, A Ohanian, W Amminger, Y Xia, M Grafinger
2024 IEEE International Conference on Industrial Engineering and Engineering …, 2024
2024
CLUSTERBERT: MULTI-STAGE FINE-TUNING OF TRANSFORMERS FOR DEEP TEXT CLUSTERING
M Teuffenbach, A Stephan, Y Xia, C Plant, B Roth
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Articles 1–12