9 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.CL2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression
Haowen Hou, Fei Ma, Binwen Bai +2
Large Language Models (LLMs) have garnered widespread attention due to their remarkable performance across various tasks. However, to mitigate the issue of hallucinations, LLMs oft…
cs.LG2024★ 9 cited
RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks
Haowen Hou, F. Richard Yu
Traditional Recurrent Neural Network (RNN) architectures, such as LSTM and GRU, have historically held prominence in time series tasks. However, they have recently seen a decline i…