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Jiamin Li

2 accepted papers

2025

StitchLLM: Serving LLMs, One Block at a Time

ACL 2025long

The rapid evolution of large language models (LLMs) has revolutionized natural language processing (NLP) tasks such as text generation, translation, and comprehension. However, the increasing computational demands and inference costs of these models present significant challenges. This study investi…

Cited by 0SourcePDFScholar
2023

Adaptive Gating in Mixture-of-Experts based Language Models

EMNLP 2023long main

Large language models have demonstrated exceptional language understanding capabilities in many NLP tasks. Sparsely activated mixture-of-experts (MoE) has emerged as a promising solution for scaling models while maintaining a constant number of computational operations. Existing MoE models adopt a f…

Cited by 0SourceScholar