Search Results for author: Jiaxin Xu

Found 6 papers, 3 papers with code

Inverse Molecular Design with Multi-Conditional Diffusion Guidance

1 code implementation24 Jan 2024 Gang Liu, Jiaxin Xu, Tengfei Luo, Meng Jiang

We extensively validate our model for multi-conditional polymer and small molecule generation.

Denoising Drug Discovery

Data-Centric Learning from Unlabeled Graphs with Diffusion Model

1 code implementation17 Mar 2023 Gang Liu, Eric Inae, Tong Zhao, Jiaxin Xu, Tengfei Luo, Meng Jiang

A conventional approach is training a model with the unlabeled graphs on self-supervised tasks and then fine-tuning the model on the prediction tasks.

Denoising Graph Property Prediction +2

Graph Rationalization with Environment-based Augmentations

1 code implementation6 Jun 2022 Gang Liu, Tong Zhao, Jiaxin Xu, Tengfei Luo, Meng Jiang

Rationale is defined as a subset of input features that best explains or supports the prediction by machine learning models.

Graph Regression Property Prediction +1

House Price Prediction Using LSTM

no code implementations25 Sep 2017 Xiaochen Chen, Lai Wei, Jiaxin Xu

In this paper, we use the house price data ranging from January 2004 to October 2016 to predict the average house price of November and December in 2016 for each district in Beijing, Shanghai, Guangzhou and Shenzhen.

Time Series Time Series Analysis

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