11 citations · 39 across the 32 of their papers we have counts for
Showing 2024 · cs.AIShow all
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cs.AI2024
ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
Xin He, Shunkang Zhang, Kaijie Tang +8
Sparse Mixture-of-Experts (MoE) models can outperform dense large language models at similar computation by activating only a small set of experts per token. However, stacking many…
cs.AI2024★ 8 cited
Generative AI-based Prompt Evolution Engineering Design Optimization With Vision-Language Model
Melvin Wong, Thiago Rios, Stefan Menzel +1
Engineering design optimization requires an efficient combination of a 3D shape representation, an optimization algorithm, and a design performance evaluation method, which is ofte…
cs.AI2024★ 1 cited
LLM2TEA: An Agentic AI Designer for Discovery with Generative Evolutionary Multitasking
Melvin Wong, Jiao Liu, Thiago Rios +2
This paper presents LLM2TEA, a Large Language Model (LLM) driven MultiTask Evolutionary Algorithm, representing the first agentic AI designer of its kind operating with generative…