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high-rank adaptation

3 papers

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Co-occurring keywords · papers mentioning both

parameter-efficient fine-tuning (3) low-rank adaptation (3) large language model (2) model compression (2) efficient fine-tuning (1) tensor adaptation (1) quantum-inspired method (1) tensor network (1) subnetwork localization (1) gradient sparsity (1)

Papers

TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models ACL 2026 LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization EMNLP 2025 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024