| Skyformer: Remodel self-attention with gaussian kernel and nystr\" om method Y Chen, Q Zeng, H Ji, Y Yang Advances in Neural Information Processing Systems 34, 2122-2135, 2021 | 29 | 2021 |
| Fast Statistical Leverage Score Approximation in Kernel Ridge Regression Y Chen, Y Yang International Conference on Artificial Intelligence and Statistics, 2935-2943, 2021 | 14 | 2021 |
| Accumulations of Projections—A Unified Framework for Random Sketches in Kernel Ridge Regression Y Chen, Y Yang International Conference on Artificial Intelligence and Statistics, 2953-2961, 2021 | 9 | 2021 |
| Hypervolume maximization: A geometric view of pareto set learning X Zhang, X Lin, B Xue, Y Chen, Q Zhang Advances in Neural Information Processing Systems 36, 2024 | 5 | 2024 |
| Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Y Chen, D Hazarika, M Namazifar, Y Liu, D Jin, D Hakkani-Tur arXiv preprint arXiv:2210.14469, 2022 | 4 | 2022 |
| Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention Y Chen, D Hazarika, M Namazifar, Y Liu, D Jin, D Hakkani-Tur arXiv preprint arXiv:2205.03720, 2022 | 4 | 2022 |
| Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks Y Chen, T Xu, D Hakkani-Tur, D Jin, Y Yang, R Zhu arXiv preprint arXiv:2206.00583, 2022 | 3* | 2022 |
| Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences Y Chen, Q Zeng, D Hakkani-Tur, D Jin, H Ji, Y Yang arXiv preprint arXiv:2112.05359, 2021 | 3 | 2021 |
| A Gromov-Wasserstein geometric view of spectrum-preserving graph coarsening Y Chen, R Yao, Y Yang, J Chen International Conference on Machine Learning, 5257-5281, 2023 | 2 | 2023 |
| NTK-approximating MLP fusion for efficient language model fine-tuning T Wei, Z Guo, Y Chen, J He International Conference on Machine Learning, 36821-36838, 2023 | 1 | 2023 |
| Narrowing the Gap between Professionality and Popularity: An Empirical Investigation on Community Question Answering C Zhang, Y Chen, H Lan, Y Zhang, T Lu | | 2017 |
| Moon: A Standardized/Flexible Framework for MultiObjective OptimizatioN X Zhang, J Cheng, L Zhao, S Lai, C Gong, W Liao, L Chen, X Lin, ... | | |
Yun YangUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu
