Formalising the Logit Shift Induced by LoRA: A Technical Note. - Xiang Shi; Shuaizhi Cheng; Mingwei Li (CoRR, 2026)

The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation. - Shuaizhi Cheng; Xiang Shi; Mingwei Li (CoRR, 2026)