Energy-Driven Steering: Reducing False Refusals in Large Language Models. - Eric Hanchen Jiang; Weixuan Ou; Run Liu 005; Shengyuan Pang; Guancheng Wan; Ranjie Duan; Wei Dong 007; Kai-Wei Chang 001; XiaoFeng Wang; Ying Nian Wu; Xinfeng Li (CoRR, 2025)

Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy. - Eric Hanchen Jiang; Weixuan Ou; Run Liu 005; Shengyuan Pang; Guancheng Wan; Ranjie Duan; Wei Dong 007; Kai-Wei Chang 001; XiaoFeng Wang; Ying Nian Wu; Xinfeng Li (ACL (1), 2026)