Jin Hwa Lee

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

ACL (1) ICLR (1) ICML (1)

Top co-authors

Peter E. Latham (1) Lei Yu (1) Kyle Hsu (1) Thomas Jiralerspong (1) Emily Cheng (1) Jiajun Wu (1) Stefano Sarao Mannelli (1) Timothy Edward John Behrens (1) Will Dorrell (1) James C. R. Whittington (1)

Research topics

Machine Learning (3) Deep Learning (2) Core Methods (2) Optimization & Theory (2) Mathematics & Optimization (1) Natural Language Processing (1) Reinforcement Learning (1) Architectures (1) Learning Types (1) Mathematics (1) Methods (1) Models (1) Resources & Methods (1)

Keywords

representation learning (2) curriculum learning (1) geometric analysis (1) semantic analysis (1) energy efficiency (1) intrinsic dimension (1) language model (1) learning dynamics (1) policy network (1) neural network (1) compositional task (1) modular representation (1) shaping (1) task primitives (1)

Papers

Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Range, not Independence, Drives Modularity in Biologically Inspired Representations ICLR 2025 Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning ICML 2024