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Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery
12 January 2022
Xiaoqi Wang
Yingjie Cheng
Yaning Yang
Yue Yu
Fei Li
Shaoliang Peng
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Papers citing
"Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery"
9 / 9 papers shown
Title
Graph Neural Networks for Quantifying Compatibility Mechanisms in Traditional Chinese Medicine
Jingqi Zeng
Xiaobin Jia
58
0
0
18 Nov 2024
Progressive Residual Extraction based Pre-training for Speech Representation Learning
Tianrui Wang
Jin Li
Ziyang Ma
Rui Cao
Xie Chen
...
Meng Ge
Xiaobao Wang
Yuguang Wang
Jianwu Dang
Nyima Tashi
SSL
30
0
0
31 Aug 2024
DrugLLM: Open Large Language Model for Few-shot Molecule Generation
Xianggen Liu
Yan Guo
Haoran Li
Jin Liu
Shudong Huang
Bowen Ke
Jiancheng Lv
23
5
0
07 May 2024
M3H: Multimodal Multitask Machine Learning for Healthcare
Dimitris Bertsimas
Yu Ma
19
0
0
29 Apr 2024
PerCNet: Periodic Complete Representation for Crystal Graphs
Jiao Huang
Qianli Xing
Jinglong Ji
Bo Yang
27
1
0
03 Dec 2023
MolCAP: Molecular Chemical reActivity pretraining and prompted-finetuning enhanced molecular representation learning
Yu Wang
Jing-jing Zhang
Junru Jin
Leyi Wei
21
1
0
13 Jun 2023
Towards Unified AI Drug Discovery with Multiple Knowledge Modalities
Yi Luo
Xing Yi Liu
Kai Yang
Kui Huang
Massimo Hong
Jiahuan Zhang
Yushuai Wu
Zaiqing Nie
OffRL
24
4
0
17 Apr 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability
Zhiqiang Zhong
A. Barkova
Davide Mottin
14
8
0
16 Feb 2023
MoleculeNet: A Benchmark for Molecular Machine Learning
Zhenqin Wu
Bharath Ramsundar
Evan N. Feinberg
Joseph Gomes
C. Geniesse
Aneesh S. Pappu
K. Leswing
Vijay S. Pande
OOD
157
1,748
0
02 Mar 2017
1