fine tuning

Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge ACL 2026 CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026 Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models ACL 2026 Active Fine-Tuning of Multi-Task Policies ICML 2025 Adapting to Evolving Adversaries with Regularized Continual Robust Training ICML 2025 Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning ICML 2025 AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders ICML 2025 Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety ICML 2025 Boosting Adversarial Robustness with CLAT: Criticality Leveraged Adversarial Training ICML 2025 Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples ICML 2025 Certified Unlearning for Neural Networks ICML 2025 CLOVER: Cross-Layer Orthogonal Vectors Pruning ICML 2025 Collapsed Language Models Promote Fairness ICLR 2025 CUNI at WMT25 General Translation Task EMNLP 2025 Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models ICML 2025 DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy ICML 2025 Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? ICML 2025 EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization ICML 2025 EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning ICML 2025 Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs ICML 2025 Enhancing Pre-trained Representation Classifiability can Boost its Interpretability ICLR 2025 Features are fate: a theory of transfer learning in high-dimensional regression ICML 2025 Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework ICML 2025 From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications ICML 2025 Geometric Red-Teaming for Robotic Manipulation CoRL 2025