Yijun Dong

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Randomized Algorithms

Medical Image Segmentation

Robust Optimization

Manifold Regularization

Top Venues

Publications

Jianwei Li, Yijun Dong, Qi Lei
Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining. CoRR (2024)
Yijun Dong, Hoang Phan, Xiang Pan, Qi Lei
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning. CoRR (2024)
Shuo Yang, Yijun Dong, Rachel Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei
Sample Efficiency of Data Augmentation Consistency Regularization. AISTATS (2023)
Yijun Dong, Kevin Miller, Qi Lei, Rachel Ward
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering. CoRR (2023)
Yijun Dong
Randomized Dimension Reduction with Statistical Guarantees. CoRR (2023)
Yijun Dong, Yuege Xie, Rachel Ward
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift. ICML (2023)
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) (2023)
Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce
Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition. CoRR (2023)
Yijun Dong, Kevin Miller, Qi Lei, Rachel Ward
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering. NeurIPS (2023)
Yijun Dong, Haoxuan Kuang, Jun Li
PI-Parking: A Physics Informed Neural Network Approach for Parking Availability Prediction. ICPADS (2023)
Katherine J. Pearce, Chao Chen, Yijun Dong, Per-Gunnar Martinsson
Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU. CoRR (2023)
Yijun Dong, Per-Gunnar Martinsson, Yuji Nakatsukasa
Efficient Bounds and Estimates for Canonical Angles in Randomized Subspace Approximations. CoRR (2022)
Shuo Yang, Yijun Dong, Rachel Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei
Sample Efficiency of Data Augmentation Consistency Regularization. CoRR (2022)
Yijun Dong, Yuege Xie, Rachel Ward
AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation. CoRR (2022)
Yijun Dong, Per-Gunnar Martinsson
Simpler is better: A comparative study of randomized algorithms for computing the CUR decomposition. CoRR (2021)
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 (2020)
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) (2017)