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Lianqiang Li

2 accepted papers

2025

HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing

ICLR 2025poster

The frequent retrieval of Key-Value (KV) cache data has emerged as a significant factor contributing to the inefficiency of the inference process in large language models. Previous research has demonstrated that a small subset of critical KV cache tokens largely influences attention outcomes, leadin…

2020

Spatial Attentional Bilinear 3D Convolutional Network for Video-Based Autism Spectrum Disorder Detection

ICASSP 2020accepted

Video-based Autism Spectrum Disorder (ASD) detection is a challenge to most video classification networks due to the high degree of similarity between categories. Bilinear pooling is a second-order method, which is widely used in fine-grained visual recognition. However, the average summation in bil…

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