Cha, Jaeyoung

5 publications

ICLR 2025 Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count Hanseul Cho, Jaeyoung Cha, Srinadh Bhojanapalli, Chulhee Yun

ICML 2025 Incremental Gradient Descent with Small Epoch Counts Is Surprisingly Slow on Ill-Conditioned Problems Yujun Kim, Jaeyoung Cha, Chulhee Yun

NeurIPS 2024 Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure Hanseul Cho, Jaeyoung Cha, Pranjal Awasthi, Srinadh Bhojanapalli, Anupam Gupta, Chulhee Yun

ICMLW 2024 Position Coupling: Leveraging Task Structure for Improved Length Generalization of Transformers Hanseul Cho, Jaeyoung Cha, Pranjal Awasthi, Srinadh Bhojanapalli, Anupam Gupta, Chulhee Yun

ICML 2023 Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond Jaeyoung Cha, Jaewook Lee, Chulhee Yun