FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via
Large Language Models

FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models

9 February 2024

Yuting Hu

Jinjun Xiong

Papers citing "FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models"

8 / 8 papers shown

Title
SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models Zicheng Cai Yaohua Tang Yutao Lai Hua Wang Z. Chen Hao Chen LLMAG VLM LRM 40 0 0 27 Feb 2025
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge Ruiyang Qin Dancheng Liu Gelei Xu Zheyu Yan Chenhui Xu Yuting Hu Xiaolin Hu Jinjun Xiong Yiyu Shi AuLLM 101 1 0 21 Nov 2024
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices Ruiyang Qin Dancheng Liu Zheyu Yan Zhaoxuan Tan Zixuan Pan Zhenge Jia Meng-Long Jiang Ahmed Abbasi Jinjun Xiong Yiyu Shi 45 10 0 06 Jun 2024
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures Ruiyang Qin Zheyu Yan Dewen Zeng Zhenge Jia Dancheng Liu ... Zhi Zheng N. Cao Kai Ni Jinjun Xiong Yiyu Shi 18 4 0 07 May 2024
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices Yi Sheng Junhuan Yang Yawen Wu Kevin Mao Yiyu Shi Jingtong Hu Weiwen Jiang Lei Yang 56 28 0 23 Feb 2022
A Survey on Evolutionary Neural Architecture Search Yuqiao Liu Y. Sun Bing Xue Mengjie Zhang Gary G. Yen Kay Chen Tan 112 401 0 25 Aug 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016