model update

Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection CVPR 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness AAAI 2025 A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024 Backward Compatibility During Data Updates by Weight Interpolation EACL 2024 Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024 Clustered Federated Learning via Gradient-based Partitioning ICML 2024 Emergent specialization from participation dynamics and multi-learner retraining AISTATS 2024 MUSCLE: A Model Update Strategy for Compatible LLM Evolution EMNLP 2024 QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models NSDI 2024 Towards the Robustness of Differentially Private Federated Learning AAAI 2024 FastFill: Efficient Compatible Model Update ICLR 2023 Meta Knowledge Condensation for Federated Learning ICLR 2023 Regression-Free Model Updates for Spoken Language Understanding ACL 2023 Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten ICML 2023 Unlearn What You Want to Forget: Efficient Unlearning for LLMs EMNLP 2023 Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022 Error Amplification When Updating Deployed Machine Learning Models MLHC 2022 Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? ICLR 2022 Differentially Private Learning with Adaptive Clipping NeurIPS 2021 Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions AAAI 2021 Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract) AAAI 2021 Machine Unlearning for Random Forests ICML 2021 Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021