81 citations · 248 across the 8 of their papers we have counts for
4 papers · 1 filter
3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information
Taojie Kuang, Yiming Ren, Zhixiang Ren
Molecular property prediction, crucial for early drug candidate screening and optimization, has seen advancements with deep learning-based methods. While deep learning-based method…
Dilated convolutional neural network for detecting extreme-mass-ratio inspirals
Tianyu Zhao, Yue Zhou, Ruijun Shi +2
The detection of Extreme Mass Ratio Inspirals (EMRIs) is intricate due to their complex waveforms, extended duration, and low signal-to-noise ratio (SNR), making them more challeng…
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text
Pengfei Liu, Yiming Ren, Jun Tao +1
Large language models have made significant strides in natural language processing, enabling innovative applications in molecular science by processing textual representations of m…
Taiji Data Challenge for Exploring Gravitational Wave Universe
Zhixiang Ren, Tianyu Zhao, Zhoujian Cao +4
The direct observation of gravitational waves (GWs) opens a new window for exploring new physics from quanta to cosmos and provides a new tool for probing the evolution of universe…