Yijun Dong

According to our database, Yijun Dong authored at least 23 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Attention Mechanisms Through the Lens of Numerical Methods: Approximation Methods and Alternative Formulations.

Michel Fabrice Serret, Alice Cortinovis, Yijun Dong, Diana Halikias, Anna Ma, Fabio Matti, Deanna Needell, Katherine J. Pearce, Elizaveta Rebrova, Disha Shur, Rudi Smith, Hai-Xiao Wang, Laura Grigori

CoRR, April, 2026

When does Chain-of-Thought Help: A Markovian Perspective.

Zihan Wang, Yijun Dong, Qi Lei

CoRR, March, 2026

A Task-Centric Theory for Iterative Self-Improvement with Easy-to-Hard Curricula.

Chenruo Liu, Yijun Dong, Yiqiu Shen, Qi Lei

CoRR, February, 2026

2025

Randomized time stepping of nonlinearly parametrized solutions of evolution problems.

Yijun Dong, Paul Schwerdtner, Benjamin Peherstorfer

CoRR, December, 2025

Does Weak-to-strong Generalization Happen under Spurious Correlations?

Chenruo Liu, Yijun Dong, Qi Lei

CoRR, September, 2025

Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU.

Katherine J. Pearce, Chao Chen, Yijun Dong, Per-Gunnar Martinsson

Numer. Linear Algebra Appl., February, 2025

Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition.

Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce

SIAM J. Matrix Anal. Appl., 2025

Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension.

Yijun Dong, Yicheng Li, Yunai Li, Jason D. Lee, Qi Lei

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining.

Jianwei Li, Yijun Dong, Qi Lei

Proceedings of the Conference on Parsimony and Learning, 2025

2024

Efficient Bounds and Estimates for Canonical Angles in Randomized Subspace Approximations.

Yijun Dong, Per-Gunnar Martinsson, Yuji Nakatsukasa

SIAM J. Matrix Anal. Appl., 2024

Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning.

Yijun Dong, Hoang Phan, Xiang Pan, Qi Lei

CoRR, 2024

Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning.

Yijun Dong, Viet Hoang Phan, Xiang Pan, Qi Lei

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Simpler is better: a comparative study of randomized pivoting algorithms for CUR and interpolative decompositions.

Yijun Dong, Per-Gunnar Martinsson

Adv. Comput. Math., August, 2023

Randomized Dimension Reduction with Statistical Guarantees.

Yijun Dong

CoRR, 2023

Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering.

Yijun Dong, Kevin Miller, Qi Lei, Rachel A. Ward

CoRR, 2023

Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering.

Yijun Dong, Kevin Miller, Qi Lei, Rachel Ward

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PI-Parking: A Physics Informed Neural Network Approach for Parking Availability Prediction.

Yijun Dong, Haoxuan Kuang, Jun Li

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift.

Yijun Dong, Yuege Xie, Rachel A. Ward

Proceedings of the International Conference on Machine Learning, 2023

Sample Efficiency of Data Augmentation Consistency Regularization.

Shuo Yang, Yijun Dong, Rachel A. Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation.

Yijun Dong, Yuege Xie, Rachel A. Ward

CoRR, 2022

2021

Simpler is better: A comparative study of randomized algorithms for computing the CUR decomposition.

Yijun Dong, Per-Gunnar Martinsson

CoRR, 2021

2020

JLHS: A Joint Linear Frequency Modulation and Hyperbolic Frequency Modulation Approach for Speed Measurement.

Yuankun Peng, Caixia Song, Lu Qi, Peng Liu, Yijun Dong, Yan Yang, Boyan Zhang, Zhiguo Qi

IEEE Access, 2020

2017

On the Development of a Control System for a Small Bio-Methane Gas Engine Generator.

Koichi Okamura, Yijun Dong, Kenji Takahata, Jianming Yang

Int. J. Autom. Technol., 2017