Search Results for author: Qin Xie

Found 4 papers, 0 papers with code

Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs

no code implementations29 Mar 2024 Luchang Li, Sheng Qian, Jie Lu, Lunxi Yuan, Rui Wang, Qin Xie

The Large Language Model (LLM) is widely employed for tasks such as intelligent assistants, text summarization, translation, and multi-modality on mobile phones.

Language Modelling Large Language Model +2

Accelerating Discovery of Novel and Bioactive Ligands With Pharmacophore-Informed Generative Models

no code implementations2 Jan 2024 Weixin Xie, Jianhang Zhang, Qin Xie, Chaojun Gong, Youjun Xu, Luhua Lai, Jianfeng Pei

Deep generative models have gained significant advancements to accelerate drug discovery by generating bioactive chemicals against desired targets.

Drug Discovery

GBG++: A Fast and Stable Granular Ball Generation Method for Classification

no code implementations29 May 2023 Qin Xie, Qinghua Zhang, Shuyin Xia, Fan Zhao, Chengying Wu, Guoyin Wang, Weiping Ding

Second, considering the influence of the sample size within the GB on the GB's quality, based on the GBG++ method, an improved GB-based $k$-nearest neighbors algorithm (GB$k$NN++) is presented, which can reduce misclassification at the class boundary.

Outlier Detection

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