Mingfei Sun

Department of Computer Science

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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

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Jinshu Huang (1)Chunlin Wu (1)

Papers (1)

Feb 24, 2026

Jinshu Huang +22w ago·also Department of Computer Science

On the Generalization Behavior of Deep Residual Networks From a Dynamical System Perspective

ResNets generalize better than you think: a new depth-uniform generalization bound reveals a structure-dependent term that improves asymptotic performance.

Jinshu Huang, Mingfei Sun, Chunlin Wu

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

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Mingfei Sun

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)