| 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 | 15 | 2023 |
| Specification overfitting in artificial intelligence B Roth, PH Luz de Araujo, Y Xia, S Kaltenbrunner, C Korab Artificial Intelligence Review 58 (2), 35, 2024 | 11 | 2024 |
| 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 | 6 | 2025 |
| Watermarking federated deep neural network models Y Xia | 4 | 2020 |
| 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 | 2 | 2024 |
| 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 | 1 | 2025 |
| 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 | | |
N. AsokanProfessor of Computer Science, University of WaterlooVerified email at uwaterloo.ca
