Yijun Dong

28 papers A* 4A 1B 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Task-Centric Theory for Iterative Self-Improvement with Easy-to-Hard Curricula.
CoRR
Chenruo Liu, Yijun Dong, Yiqiu Shen, Qi Lei
2026 J jnl
When does Chain-of-Thought Help: A Markovian Perspective.
CoRR
Zihan Wang, Yijun Dong, Qi Lei
2025 J jnl
Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU.
Numer. Linear Algebra Appl.
Katherine J. Pearce, Chao Chen, Yijun Dong, Per-Gunnar Martinsson
2025 A* conf
Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension.
ICML
Yijun Dong, Yicheng Li, Yunai Li, Jason D. Lee, Qi Lei
2025 J jnl
Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension.
CoRR
Yijun Dong, Yicheng Li, Yunai Li, Jason D. Lee, Qi Lei
2025 J jnl
Does Weak-to-strong Generalization Happen under Spurious Correlations?
CoRR
Chenruo Liu, Yijun Dong, Qi Lei
2025 — conf
Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining.
CPAL
Jianwei Li, Yijun Dong, Qi Lei
2025 J jnl
Randomized time stepping of nonlinearly parametrized solutions of evolution problems.
CoRR
Yijun Dong, Paul Schwerdtner, Benjamin Peherstorfer
2025 J jnl
Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition.
SIAM J. Matrix Anal. Appl.
Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce
2024 J jnl
Efficient Bounds and Estimates for Canonical Angles in Randomized Subspace Approximations.
SIAM J. Matrix Anal. Appl.
Yijun Dong, Per-Gunnar Martinsson, Yuji Nakatsukasa
2024 J jnl
Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining.
CoRR
Jianwei Li, Yijun Dong, Qi Lei
2024 A* conf
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning.
NeurIPS
Yijun Dong, Viet Hoang Phan, Xiang Pan, Qi Lei
2024 J jnl
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning.
CoRR
Yijun Dong, Hoang Phan, Xiang Pan, Qi Lei
2023 J jnl
Adaptive Parallelizable Algorithms for Interpolative Decompositions via Partially Pivoted LU.
CoRR
Katherine J. Pearce, Chao Chen, Yijun Dong, Per-Gunnar Martinsson
2023 A* conf
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift.
ICML
Yijun Dong, Yuege Xie, Rachel A. Ward
2023 A* conf
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering.
NeurIPS
Yijun Dong, Kevin Miller, Qi Lei, Rachel Ward
2023 J jnl
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering.
CoRR
Yijun Dong, Kevin Miller, Qi Lei, Rachel A. Ward
2023 B conf
PI-Parking: A Physics Informed Neural Network Approach for Parking Availability Prediction.
ICPADS
Yijun Dong, Haoxuan Kuang, Jun Li
2023 J jnl
Randomized Dimension Reduction with Statistical Guarantees.
CoRR
Yijun Dong
2023 J jnl
Robust Blockwise Random Pivoting: Fast and Accurate Adaptive Interpolative Decomposition.
CoRR
Yijun Dong, Chao Chen, Per-Gunnar Martinsson, Katherine J. Pearce
2023 A conf
Sample Efficiency of Data Augmentation Consistency Regularization.
AISTATS
Shuo Yang, Yijun Dong, Rachel A. Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei
2023 J jnl
Simpler is better: a comparative study of randomized pivoting algorithms for CUR and interpolative decompositions.
Adv. Comput. Math.
Yijun Dong, Per-Gunnar Martinsson
2022 J jnl
AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation.
CoRR
Yijun Dong, Yuege Xie, Rachel A. Ward
2022 J jnl
Efficient Bounds and Estimates for Canonical Angles in Randomized Subspace Approximations.
CoRR
Yijun Dong, Per-Gunnar Martinsson, Yuji Nakatsukasa
2022 J jnl
Sample Efficiency of Data Augmentation Consistency Regularization.
CoRR
Shuo Yang, Yijun Dong, Rachel A. Ward, Inderjit S. Dhillon, Sujay Sanghavi, Qi Lei
2021 J jnl
Simpler is better: A comparative study of randomized algorithms for computing the CUR decomposition.
CoRR
Yijun Dong, Per-Gunnar Martinsson
2020 J jnl
JLHS: A Joint Linear Frequency Modulation and Hyperbolic Frequency Modulation Approach for Speed Measurement.
IEEE Access
Yuankun Peng, Caixia Song, Lu Qi, Peng Liu, Yijun Dong, Yan Yang, Boyan Zhang, Zhiguo Qi
2017 J jnl
On the Development of a Control System for a Small Bio-Methane Gas Engine Generator.
Int. J. Autom. Technol.
Koichi Okamura, Yijun Dong, Kenji Takahata, Jianming Yang