| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning A Qiao, SK Choe, SJ Subramanya, W Neiswanger, Q Ho, H Zhang, ... USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2020 | 209 | 2020 |
| Betty: An automatic differentiation library for multilevel optimization SK Choe, W Neiswanger, P Xie, E Xing International Conference on Learning Representations (ICLR), 2023 | 28 | 2023 |
| Audio cover song identification using convolutional neural network S Chang, J Lee, SK Choe, K Lee ML4Audio Workshop @ NIPS 2017, 2017 | 28 | 2017 |
| What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions SK Choe, H Ahn, J Bae, K Zhao, M Kang, Y Chung, A Pratapa, ... arXiv preprint arXiv:2405.13954, 2024 | 26 | 2024 |
| Making Scalable Meta Learning Practical SK Choe, SV Mehta, H Ahn, W Neiswanger, P Xie, E Strubell, E Xing Neural Information Processing Systems (NeurIPS), 2023 | 16 | 2023 |
| Cover song identification using song-to-song cross-similarity matrix with convolutional neural network J Lee, S Chang, SK Choe, K Lee IEEE International Conference on Acoustics, Speech and Signal Processing …, 2018 | 15 | 2018 |
| On leveraging the visual modality for neural machine translation V Raunak*, SK Choe*, Q Lu*, Y Xu*, F Metze International Conference on Natural Language Generation (INLG), 2019 | 11 | 2019 |
| Online kernel based generative adversarial networks Y Youn, N Thistlethwaite, SK Choe, J Abernethy arXiv preprint arXiv:2006.11432, 2020 | 2 | 2020 |
| On Leveraging Visual Modality for Speech Recognition Error Correction SK Choe, Q Lu, V Raunak, Y Xu, F Metze | 1 | 2019 |
| Understanding Training Data in Large-Scale Machine Learning SK Choe Carnegie Mellon University, 2024 | | 2024 |
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu