Molecular Contrastive Learning with Chemical Element Knowledge Graph.
Yin FangQiang ZhangHaihong YangXiang ZhuangShumin DengWen ZhangMing QinZhuo ChenXiaohui FanHuajun ChenPublished in: AAAI (2022)
Keyphrases
- learning systems
- learning process
- acquire knowledge
- knowledge sharing
- prior knowledge
- background knowledge
- knowledge level
- knowledge transfer
- learning tasks
- knowledge acquisition
- machine learning
- knowledge base
- supervised learning
- effective learning
- learning algorithm
- active learning
- online learning
- domain knowledge
- neural network
- mobile learning
- training data
- three dimensional
- human experts
- graph theory
- reinforcement learning
- inductive inference
- graph representation
- subject matter
- drug discovery
- procedural knowledge