Bi-level Contrastive Learning for Knowledge-Enhanced Molecule
Representations

Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations

2 June 2023

Pengcheng Jiang

Jimeng Sun

Papers citing "Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations"

8 / 8 papers shown

Title
Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge Yizhen Luo Kai Yang Massimo Hong Xing Yi Liu Zikun Nie Hao Zhou Zaiqing Nie 38 2 0 14 Jun 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang Lang Cao Cao Xiao Parminder Bhatia Jimeng Sun Jiawei Han AI4MH 33 2 0 26 May 2024
Graph AI in Medicine Ruth Johnson Michelle M. Li Ayush Noori Owen Queen Marinka Zitnik 16 3 0 20 Oct 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl Andreu Vall Sepp Hochreiter G. Klambauer 55 35 0 06 Mar 2023
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language Bing-Huang Su Dazhao Du Zhao-Qing Yang Yujie Zhou Jiangmeng Li Anyi Rao Haoran Sun Zhiwu Lu Ji-Rong Wen 40 107 0 12 Sep 2022
Chemical-Reaction-Aware Molecule Representation Learning Hongwei Wang Weijian Li Xiaomeng Jin Kyunghyun Cho Heng Ji Jiawei Han Martin Burke 95 46 0 21 Sep 2021
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 154 1,748 0 02 Mar 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013