24 citations · 25 across the 3 of their papers we have counts for
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cs.LG2024★ 1 cited
RWKV-edge: Deeply Compressed RWKV for Resource-Constrained Devices
Wonkyo Choe, Yangfeng Ji, Felix Xiaozhu Lin
To deploy LLMs on resource-contained platforms such as mobile robots and smartphones, non-transformers LLMs have achieved major breakthroughs. Recently, a novel RNN-based LLM famil…
cs.LG2022★ 24 cited
STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining
Liwei Guo, Wonkyo Choe, Felix Xiaozhu Lin
Natural Language Processing (NLP) inference is seeing increasing adoption by mobile applications, where on-device inference is desirable for crucially preserving user data privacy…