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Multi-task Joint Strategies of Self-supervised Representation Learning
  on Biomedical Networks for Drug Discovery

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
ArXivPDFHTML

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
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
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
M3H: Multimodal Multitask Machine Learning for Healthcare
Dimitris Bertsimas
Yu Ma
19
0
0
29 Apr 2024
PerCNet: Periodic Complete Representation for Crystal Graphs
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
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
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
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
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