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20242026
most citedGWQ: Gradient-Aware Weight Quantization for Large Language Models

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cs.LG2026

AR1-ZO: Topology-Aware Rank-1 Zeroth-Order Queries for High-Rank LoRA Fine-Tuning

Ziye Chen, Hongbin Lin, Chenyu Zhang +3

Zeroth-order (ZO) optimization enables large-language-model fine-tuning without storing backpropagation activations, while LoRA supplies compact trainable adapters. Combining them…