conftrace_

Yoonsoo Nam

3 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ACL (1) ICML (1) NIPS (1)

Top co-authors

Seok Hyeong Lee (2) Jaspreet Ranjit (1) Charles London (1) Yeachan Park (1) Ard A. Louis (1) Chris Mingard (1) Nayara Fonseca (1) Seungjai Lee (1) Hyundong Justin Cho (1) Wonyl Choi (1)

Keywords

data annotation (1) multitask learning (1) theoretical analysis (1) language model (1) scaling law (1) training dynamics (1) neural network (1) suicide prevention (1) sigmoid emergence (1)

Papers

Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants ACL 2026 Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking) ICML 2025 An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem NIPS 2024