Improving Unsupervised Word-by-Word Translation Using Language Model and Denoising Autoencoder Y Kim, J Geng, H Ney In Proceedings of the 2018 Conference on Empirical Methods in Natural …, 2018 | 48* | 2018 |
Towards general deep leakage in federated learning J Geng, Y Mou, F Li, Q Li, O Beyan, S Decker, C Rong (FL-AAAI-22) International Workshop on Trustable, Verifiable and Auditable …, 2021 | 42 | 2021 |
Real-time classification of steel strip surface defects based on deep CNNs Y Liu, J Geng, Z Su, W Zhang, J Li Proceedings of 2018 Chinese Intelligent Systems Conference: Volume II, 257-266, 2019 | 37 | 2019 |
Factcheck-GPT: End-to-End Fine-Grained Document-Level Fact-Checking and Correction of LLM Output Y Wang, RG Reddy, ZM Mujahid, A Arora, A Rubashevskii, J Geng, ... arXiv preprint arXiv:2311.09000, 2023 | 25 | 2023 |
Improved gradient inversion attacks and defenses in federated learning J Geng, Y Mou, Q Li, F Li, O Beyan, S Decker, C Rong IEEE Transactions on Big Data, 2023 | 21 | 2023 |
Did-efed: Facilitating federated learning as a service with decentralized identities J Geng, N Kanwal, MG Jaatun, C Rong Proceedings of the 25th International Conference on Evaluation and …, 2021 | 18 | 2021 |
A survey of language model confidence estimation and calibration J Geng, F Cai, Y Wang, H Koeppl, P Nakov, I Gurevych arXiv preprint arXiv:2311.08298, 2023 | 17 | 2023 |
A Survey on Dataset Distillation: Approaches, Applications and Future Directions J Geng, Z Chen, Y Wang, H Woisetschlaeger, S Schimmler, R Mayer, ... (IJCAI 2023)The 32nd International Joint Conferences on Artificial Intelligence, 2023 | 16 | 2023 |
OpenIaC: open infrastructure as code-the network is my computer C Rong, J Geng, TJ Hacker, H Bryhni, MG Jaatun Journal of Cloud Computing 11 (1), 12, 2022 | 14 | 2022 |
Optimized federated learning on class-biased distributed data sources Y Mou, J Geng, S Welten, C Rong, S Decker, O Beyan Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 8 | 2021 |
The RWTH aachen university English-German and German-English unsupervised neural machine translation systems for WMT 2018 M Graça, Y Kim, J Schamper, J Geng, H Ney Proceedings of the Third Conference on Machine Translation: Shared Task …, 2018 | 8 | 2018 |
Factcheck-Bench: fine-grained evaluation benchmark for automatic fact-checkers Y Wang, RG Reddy, ZM Mujahid, A Arora, A Rubashevskii, J Geng, ... arXiv preprint arXiv:2311.09000, 2024 | 6 | 2024 |
Blockchain empowered and self-sovereign access control system H Tadjik, J Geng, MG Jaatun, C Rong 2022 IEEE International Conference on Cloud Computing Technology and Science …, 2022 | 6 | 2022 |
A Survey of Confidence Estimation and Calibration in Large Language Models J Geng, F Cai, Y Wang, H Koeppl, P Nakov, I Gurevych Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 4 | 2024 |
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints Y Mou, J Geng, F Zhou, O Beyan, C Rong, S Decker Pacific-Asia Conference on Knowledge Discovery and Data Mining, 283-294, 2023 | 4 | 2023 |
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness Z Chen, J Geng, Z Derui, W Herbert, L Qing, S Schimmler, R Mayer, ... arXiv preprint arXiv:2305.03355, 2023 | 4 | 2023 |
Multimodal Large Language Models to Support Real-World Fact-Checking J Geng, Y Kementchedjhieva, P Nakov, I Gurevych arXiv preprint arXiv:2403.03627, 2024 | 3 | 2024 |
Solving Nonlinear Conservation Laws of Partial Differential Equations Using Graph Neural Networks Q Li, J Geng, S Evje, C Rong Proceedings of the Northern Lights Deep Learning Conference 4, 2023 | 3 | 2023 |
Taking Computation to Data: Integrating Privacy-preserving AI techniques and Blockchain Allowing Secure Analysis of Sensitive Data on Premise J Geng University of Stavanger, Norway, 2023 | 3 | 2023 |
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs Y Wang, M Wang, H Iqbal, G Georgiev, J Geng, P Nakov arXiv preprint arXiv:2405.05583, 2024 | 2 | 2024 |