output
20092026
most cited6G White Paper on Edge Intelligence

126 citations

researchers with a paper here
collaborating institutions
Showing 2026 · cs.LGShow all

2 papers · 2 filters

cs.LG2026

EFQ-Softmax: Exp-Free Quantization for Softmax

Haohui Han, Yuming Wan, Hongni Wang +4

Low-bit attention accelerates Transformer inference by moving the and matrix multiplications to FP8 or FP4 matrix engines. However, the softmax path often evaluates…

cs.LG2026

Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models

Longteng Zhang, Sen Wu, Shuai Hou +7

Adapting large pre-trained language models to downstream tasks often entails fine-tuning millions of parameters or deploying costly dense weight updates, which hinders their use in…