conftrace_

federated instruction tuning

3 papers

Explore in graph

Also known as

FEDIT FIT

Co-occurring keywords

large language model (13587) instruction tuning (838) domain adaptation (4595) federated learning (1333) domain-aware training (2) cross-domain collaboration (1) parameter aggregation (13) attack success rate (49) knowledge manipulation (3) weight aggregation (6)

Papers

ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs AAAI 2026
Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models EMNLP 2025
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024