parameter update

From Weights to Activations: Is Steering the Next Frontier of Adaptation? ACL 2026 Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation ACL 2026 Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025 Avoiding Copyright Infringement via Large Language Model Unlearning NAACL 2025 BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025 DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing ACL 2025 Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ACL 2025 GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025 HVAdam: A Full-Dimension Adaptive Optimizer AAAI 2025 In-context Continual Learning Assisted by an External Continual Learner COLING 2025 InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation ACL 2025 Large Scale Knowledge Washing ICLR 2025 Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing ICML 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025 Reinforced Lifelong Editing for Language Models ICML 2025 Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing EMNLP 2025 Self-Updatable Large Language Models by Integrating Context into Model Parameters ICLR 2025 SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression ICLR 2025 Wasserstein Distance Constraint and Parameter Sparsification for Batched and Iterative Knowledge Editing AAAI 2025 Commonsense Knowledge Editing Based on Free-Text in LLMs EMNLP 2024 Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity CVPR 2024 Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024 Investigation into Training Dynamics of Learned Optimizers (Student Abstract) AAAI 2024 QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models NSDI 2024