conftrace_
← Authors

Jaeyoung Cha

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Chulhee Yun (4) Srinadh Bhojanapalli (2) Hanseul Cho (2) Jaewook Lee (1) Pranjal Awasthi (1) Yujun Kim (1) Anupam Gupta (1)

Keywords

transformer architecture (1) stochastic gradient descent (1) convex optimization (1) lower bound (1) positional encoding (1) length generalization (1) finite-sum minimization (1) random shuffling (1) random permutation (1) arithmetic task (1) position coupling (1)

Papers

Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count ICLR 2025 Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems ICML 2025 Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure NIPS 2024 Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond ICML 2023