7 citations · 14 across the 10 of their papers we have counts for
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cs.LG2024★ 1 cited
Edge Intelligence Optimization for Large Language Model Inference with Batching and Quantization
Xinyuan Zhang, Jiang Liu, Zehui Xiong +3
Generative Artificial Intelligence (GAI) is taking the world by storm with its unparalleled content creation ability. Large Language Models (LLMs) are at the forefront of this move…
cs.LG2024★ 3 cited
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
Xiumei Deng, Jun Li, Kang Wei +6
Adaptive moment estimation (Adam), as a Stochastic Gradient Descent (SGD) variant, has gained widespread popularity in federated learning (FL) due to its fast convergence. However,…