29 citations · 33 across the 5 of their papers we have counts for
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cs.LG2026
Resisting Harmful Instructions through Training-Free Weight Editing
Ali Ebrahimpour-Boroojeny, Xiaocong Yang, Samuel Schapiro +4
Instruction-following language models can comply with requests that conflict with intended behaviors and safety alignment. We introduce a training-free weight-editing approach for…
cs.LG2023★ 2 cited
Cascade Speculative Drafting for Even Faster LLM Inference
Ziyi Chen, Xiaocong Yang, Jiacheng Lin +3
Introduced to enhance the efficiency of large language model (LLM) inference, speculative decoding operates by having a smaller model generate a draft. A larger target model then r…