conftrace_

high-rank adaptation

3 papers

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Co-occurring keywords

parameter-efficient fine-tuning (736) low-rank adaptation (560) large language model (13587) model compression (3302) tensor adaptation (1) quantum-inspired method (5) tensor network (31) subnetwork localization (1) gradient sparsity (9) subnetwork optimization (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 NIPS 2024