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2020 – today
- 2024
[i10]Yijun Dong, Hoang Phan, Xiang Pan, Qi Lei:
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning. CoRR abs/2407.06120 (2024)- [i9]Jianwei Li, Yijun Dong, Qi Lei:
Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining. CoRR abs/2407.19126 (2024) - 2023
- [j3]Yijun Dong, Per-Gunnar Martinsson
:
Simpler is better: a comparative study of randomized pivoting algorithms for CUR and interpolative decompositions. Adv. Comput. Math. 49(4): 66 (2023) - [c4]Shuo Yang, Yijun Dong, Rachel A. Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei:
Sample Efficiency of Data Augmentation Consistency Regularization. AISTATS 2023: 3825-3853 - [c3]Yijun Dong, Yuege Xie, Rachel A. Ward:
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift. ICML 2023: 8296-8316 - [c2]Yijun Dong, Haoxuan Kuang, Jun Li:
PI-Parking: A Physics Informed Neural Network Approach for Parking Availability Prediction. ICPADS 2023: 2767-2770 - [c1]Yijun Dong, Kevin Miller, Qi Lei, Rachel Ward:
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering. NeurIPS 2023 - [i8]Yijun Dong, Kevin Miller, Qi Lei, Rachel A. Ward:
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering. CoRR abs/2307.11030 (2023) - [i7]Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce:
Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition. CoRR abs/2309.16002 (2023) - [i6]Yijun Dong:
Randomized Dimension Reduction with Statistical Guarantees. CoRR abs/2310.01739 (2023) - [i5]Katherine J. Pearce, Chao Chen, Yijun Dong, Per-Gunnar Martinsson:
Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU. CoRR abs/2310.09417 (2023) - 2022
- [i4]Shuo Yang, Yijun Dong, Rachel A. Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei:
Sample Efficiency of Data Augmentation Consistency Regularization. CoRR abs/2202.12230 (2022) - [i3]Yijun Dong, Yuege Xie, Rachel A. Ward:
AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation. CoRR abs/2210.01891 (2022) - [i2]Yijun Dong, Per-Gunnar Martinsson, Yuji Nakatsukasa:
Efficient Bounds and Estimates for Canonical Angles in Randomized Subspace Approximations. CoRR abs/2211.04676 (2022) - 2021
- [i1]Yijun Dong, Per-Gunnar Martinsson:
Simpler is better: A comparative study of randomized algorithms for computing the CUR decomposition. CoRR abs/2104.05877 (2021) - 2020
- [j2]Yuankun Peng, Caixia Song, Lu Qi, Peng Liu, Yijun Dong, Yan Yang, Boyan Zhang, Zhiguo Qi:
JLHS: A Joint Linear Frequency Modulation and Hyperbolic Frequency Modulation Approach for Speed Measurement. IEEE Access 8: 205316-205326 (2020)
2010 – 2019
- 2017
- [j1]Koichi Okamura, Yijun Dong, Kenji Takahata, Jianming Yang:
On the Development of a Control System for a Small Bio-Methane Gas Engine Generator. Int. J. Autom. Technol. 11(3): 519-528 (2017)
Coauthor Index
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