Search Results for author: Haoqiang Guo

Found 3 papers, 2 papers with code

MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts

1 code implementation21 Jan 2024 Haoqiang Guo, Sendong Zhao, Haochun Wang, Yanrui Du, Bing Qin

The agent accentuates task-relevant features in the molecular representation by understanding the natural language description of the task, just as a tailor customizes clothes for clients.

Drug Discovery Language Modelling +2

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese

1 code implementation8 Sep 2023 Haochun Wang, Sendong Zhao, Zewen Qiang, Zijian Li, Nuwa Xi, Yanrui Du, MuZhen Cai, Haoqiang Guo, Yuhan Chen, Haoming Xu, Bing Qin, Ting Liu

To address this challenge, we propose knowledge-tuning, which leverages structured medical knowledge bases for the LLMs to grasp domain knowledge efficiently and facilitate reliable response generation.

Domain Adaptation Hallucination +2

Hardware Accelerator for Adversarial Attacks on Deep Learning Neural Networks

no code implementations3 Aug 2020 Haoqiang Guo, Lu Peng, Jian Zhang, Fang Qi, Lide Duan

Recent studies identify that Deep learning Neural Networks (DNNs) are vulnerable to subtle perturbations, which are not perceptible to human visual system but can fool the DNN models and lead to wrong outputs.

Adversarial Attack Computational Efficiency

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