| A closer look at accuracy vs. robustness YY Yang, C Rashtchian, H Zhang, R Salakhutdinov, K Chaudhuri Advances in Neural Information Processing Systems 33, 2020 | 391 | 2020 |
| TorchAudio: Building blocks for audio and speech processing YY Yang, M Hira, Z Ni, A Chourdia, A Astafurov, C Chen, CF Yeh, ... IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 217 | 2021 |
| Robustness for Non-Parametric Classification: A Generic Attack and Defense YY Yang, C Rashtchian, Y Wang, K Chaudhuri International Conference on Artificial Intelligence and Statistics, 941--951, 2020 | 68* | 2020 |
| libact: Pool-based active learning in python YY Yang, SC Lee, YA Chung, TE Wu, SA Chen, HT Lin arXiv preprint arXiv:1710.00379, 2017 | 66 | 2017 |
| Deep learning with a rethinking structure for multi-label classification YY Yang, YA Lin, HM Chu, HT Lin Asian Conference on Machine Learning, 125-140, 2019 | 42 | 2019 |
| Understanding Rare Spurious Correlations in Neural Networks YY Yang, CN Chou, K Chaudhuri arXiv preprint arXiv:2202.05189, 2022 | 30 | 2022 |
| Connecting interpretability and robustness in decision trees through separation M Moshkovitz, YY Yang, K Chaudhuri International Conference on Machine Learning, 7839-7849, 2021 | 26 | 2021 |
| What you see is what you get: Principled deep learning via distributional generalization B Kulynych, YY Yang, Y Yu, J Błasiok, P Nakkiran Advances in Neural Information Processing Systems 35, 2168-2183, 2022 | 20* | 2022 |
| Hide and seek: choices of virtual backgrounds in video chats and their effects on perception AHC Hwang, CY Wang, YY Yang, AS Won Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-30, 2021 | 15 | 2021 |
| Mitigating llm hallucinations via conformal abstention YA Yadkori, I Kuzborskij, D Stutz, A György, A Fisch, A Doucet, ... arXiv preprint arXiv:2405.01563, 2024 | 13 | 2024 |
| Pablo: Helping novices debug python code through data-driven fault localization B Cosman, M Endres, G Sakkas, L Medvinsky, YY Yang, R Jhala, ... Proceedings of the 51st ACM Technical Symposium on Computer Science …, 2020 | 13 | 2020 |
| generalized autoregressive pretraining for language understanding. arXiv [Preprint].(2019). doi: 10.48550 Z Yang, Z Dai, Y Yang, J Carbonell, R Salakhutdinov arXiv, 1906 | 7 | 1906 |
| Person-identifying brainprints are stably embedded in EEG mindprints YY Yang, AHC Hwang, CT Wu, TR Huang Scientific Reports 12 (1), 17031, 2022 | 6 | 2022 |
| Cost-Sensitive Reference Pair Encoding for Multi-Label Learning YY Yang, KH Huang, CW Chang, HT Lin Pacific-Asia Conference on Knowledge Discovery and Data Mining, 143--155, 2018 | 6* | 2018 |
| Transformer-xl: Attentive language models beyond a fixed-length context. CoRR, abs/1901.02860 Z Dai, Z Yang, Y Yang, JG Carbonell, QV Le, R Salakhutdinov | 5 | 1901 |
| Probing Predictions on OOD Images via Nearest Categories YY Yang, C Rashtchian, R Salakhutdinov, K Chaudhuri Transactions on Machine Learning Research, 2023 | 2* | 2023 |
| Transformer-xl: attentive language models beyond a fixed-length context. ACL 2019–57th Annual Meeting of the Association for Computational Linguistics Z Dai, Z Yang, Y Yang, J Carbonell, QV Le, R Salakhutdinov Proceedings of the Conference. https://doi. org/10.18653/v1/p19-1285, 2019 | 2 | 2019 |
| Mitigating LLM Hallucinations via Conformal Abstention Y Abbasi Yadkori, I Kuzborskij, D Stutz, A György, A Fisch, A Doucet, ... arXiv e-prints, arXiv: 2405.01563, 2024 | | 2024 |
| A Principled Approach to Trustworthy Machine Learning YY Yang University of California, San Diego, 2022 | | 2022 |
| Adversarial Robustness YY Yang | | 2021 |
Kamalika ChaudhuriUCSD, MetaOverená e-mailová adresa na: ucsd.edu