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 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing PrivacyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction TuningInternational Conference on Learning Representations (ICLR), 2025 |
 Improving Instruction-Following in Language Models through Activation SteeringInternational Conference on Learning Representations (ICLR), 2024 |
 An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuningIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2023 |
