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rank allocation

7 papers

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Co-occurring keywords · papers mentioning both

low-rank adaptation (5) parameter-efficient fine-tuning (4) model compression (3) model fine-tuning (2) singular value decomposition (2) large language model (1) progressive decoding (1) low-rank compression (1) salience analysis (1) stable rank (1)

Papers

HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure ACL 2026 Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes. ICCV 2025 FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models EMNLP 2025 ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models NAACL 2024 Unveiling LoRA Intrinsic Ranks via Salience Analysis NeurIPS 2024