Kyungwon Jeong

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)Training Efficiency & Optimization (1)

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Won-Gi Paeng (1)Honggyo Suh (1)

Papers (1)

May 6, 2026

Kyungwon Jeong +22w ago

Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking

Geometric continuity in deep networks isn't just a byproduct of depth, but an actively sculpted property arising from the interplay of residual connections and symmetry-breaking activations.

Kyungwon Jeong, Won-Gi Paeng, Honggyo Suh

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Training Efficiency & Optimization

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Kyungwon Jeong

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)