Search Results for author: Yunqing Liu

Found 5 papers, 3 papers with code

Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective

1 code implementation11 Jun 2023 Jiatong Li, Yunqing Liu, Wenqi Fan, Xiao-Yong Wei, Hui Liu, Jiliang Tang, Qing Li

In this work, we propose a novel LLM-based framework (MolReGPT) for molecule-caption translation, where an In-Context Few-Shot Molecule Learning paradigm is introduced to empower molecule discovery with LLMs like ChatGPT to perform their in-context learning capability without domain-specific pre-training and fine-tuning.

In-Context Learning Molecule Captioning +3

Improving User Controlled Table-To-Text Generation Robustness

1 code implementation20 Feb 2023 Hanxu Hu, Yunqing Liu, Zhongyi Yu, Laura Perez-Beltrachini

In this work we study user controlled table-to-text generation where users explore the content in a table by selecting cells and reading a natural language description thereof automatically produce by a natural language generator.

Table-to-Text Generation

Generative Diffusion Models on Graphs: Methods and Applications

1 code implementation6 Feb 2023 Chengyi Liu, Wenqi Fan, Yunqing Liu, Jiatong Li, Hang Li, Hui Liu, Jiliang Tang, Qing Li

Given the great success of diffusion models in image generation, increasing efforts have been made to leverage these techniques to advance graph generation in recent years.

Denoising Graph Generation +2

Satellite Image Small Target Application Based on Deep Segmented Residual Neural Network

no code implementations26 Oct 2020 Zikang Wei, Yunqing Liu

This study employs a deep segmented residual neural network model to analyze the super-resolution of a single satellite image.

satellite image super-resolution SSIM +1

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