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20192026
most citedGlobal Aggregation then Local Distribution in Fully Convolutional Networks

46 citations · 90 across the 9 of their papers we have counts for

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cs.CL2026

Mechanism-Aligned Observability for Training Instability of Large Language Models

Ruixuan Huang, Yipei Wang, Hantao Huang +7

Frontier large language model training consumes massive accelerator fleets over long wall-clock times, making stability failures extremely costly. However, global symptoms such as…