Search Results for author: Hua Gao

Found 4 papers, 1 papers with code

Improved AutoEncoder with LSTM module and KL divergence

no code implementations30 Apr 2024 Wei Huang, Bingyang Zhang, Kaituo Zhang, Hua Gao, Rongchun Wan

The task of anomaly detection is to separate anomalous data from normal data in the dataset.

Anomaly Detection

Analyzing Learned Molecular Representations for Property Prediction

4 code implementations2 Apr 2019 Kevin Yang, Kyle Swanson, Wengong Jin, Connor Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi Jaakkola, Klavs Jensen, Regina Barzilay

In addition, we introduce a graph convolutional model that consistently matches or outperforms models using fixed molecular descriptors as well as previous graph neural architectures on both public and proprietary datasets.

Molecular Property Prediction molecular representation +1

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