SHA256 at SemEval-2025 Task 4: Selective Amnesia - Constrained Unlearning for Large Language Models via Knowledge Isolation. - Saransh Agrawal; Kuan-Hao Huang (CoRR, 2025)

Adaptive Helpfulness-Harmlessness Alignment with Preference Vectors. - Ren-Wei Liang; Chin-Ting Hsu; Chan-Hung Yu; Saransh Agrawal; Shih-Cheng Huang; Shang-Tse Chen; Kuan-Hao Huang; Shao-Hua Sun (CoRR, 2025)