Minhak Song

12 papers A* 4Journal 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Suspicious Alignment of SGD: A Fine-Grained Step Size Condition Analysis. CoRR Shenyang Deng, Boyao Liao, Zhuoli Ouyang, Tianyu Pang, Minhak Song, Yaoqing Yang
2025	A*	`conf`	Does SGD really happen in tiny subspaces? ICLR Minhak Song, Kwangjun Ahn, Chulhee Yun
2025	J	`jnl`	Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime. CoRR Beomhan Baek, Minhak Song, Chulhee Yun
2025	J	`jnl`	Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training. CoRR Minhak Song, Beomhan Baek, Kwangjun Ahn, Chulhee Yun
2025	A*	`conf`	Understanding Sharpness Dynamics in NN Training with a Minimalist Example: The Effects of Dataset Difficulty, Depth, Stochasticity, and More. ICML Geonhui Yoo, Minhak Song, Chulhee Yun
2025	J	`jnl`	Understanding Sharpness Dynamics in NN Training with a Minimalist Example: The Effects of Dataset Difficulty, Depth, Stochasticity, and More. CoRR Geonhui Yoo, Minhak Song, Chulhee Yun
2025	J	`jnl`	Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO. CoRR Ruizhe Shi, Minhak Song, Runlong Zhou, Zihan Zhang, Maryam Fazel, Simon S. Du
2024	J	`jnl`	Does SGD really happen in tiny subspaces? CoRR Minhak Song, Kwangjun Ahn, Chulhee Yun
2024	A*	`conf`	Linear attention is (maybe) all you need (to understand Transformer optimization). ICLR Kwangjun Ahn, Xiang Cheng, Minhak Song, Chulhee Yun, Ali Jadbabaie, Suvrit Sra
2023	J	`jnl`	Linear attention is (maybe) all you need (to understand transformer optimization). CoRR Kwangjun Ahn, Xiang Cheng, Minhak Song, Chulhee Yun, Ali Jadbabaie, Suvrit Sra
2023	A*	`conf`	Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory. NeurIPS Minhak Song, Chulhee Yun
2023	J	`jnl`	Trajectory Alignment: Understanding the Edge of Stability Phenomenon via Bifurcation Theory. CoRR Minhak Song, Chulhee Yun