Pre-training with Fractional Denoising to Enhance Molecular Property Prediction

14 July 2024

Papers citing "Pre-training with Fractional Denoising to Enhance Molecular Property Prediction"

7 / 7 papers shown

Title
NaFM: Pre-training a Foundation Model for Small-Molecule Natural Products Yuheng Ding Bo Qiang Yiran Zhou Jie Yu Qi Li Liangren Zhang Yusong Wang Zhenmin Liu 249 0 0 22 Mar 2025
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules Shikun Feng Yuyan Ni Yan Lu Zhi-Ming Ma Wei-Ying Ma Yanyan Lan 45 5 0 14 Oct 2024
Geometric Representation Condition Improves Equivariant Molecule Generation Zian Li Cai Zhou Xiyuan Wang Xingang Peng Muhan Zhang 50 2 0 04 Oct 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,503 0 11 Nov 2021
Pre-training Molecular Graph Representation with 3D Geometry Shengchao Liu Hanchen Wang Weiyang Liu Joan Lasenby Hongyu Guo Jian Tang 126 304 0 07 Oct 2021
Multilingual Molecular Representation Learning via Contrastive Pre-training Zhihui Guo P. Sharma Andy Martinez Liang Du Robin Abraham 43 29 0 18 Sep 2021
Robust Optimization as Data Augmentation for Large-scale Graphs Kezhi Kong Ge Li Mucong Ding Zuxuan Wu Chen Zhu Guohao Li Gavin Taylor Tom Goldstein 106 75 0 19 Oct 2020