Conditional Graph Information Bottleneck for Molecular Relational
Learning

Conditional Graph Information Bottleneck for Molecular Relational Learning

29 April 2023

Papers citing "Conditional Graph Information Bottleneck for Molecular Relational Learning"

15 / 15 papers shown

Title
Generalization Capability for Imitation Learning Yixiao Wang 160 0 0 25 Apr 2025
Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors Jielong Lu Zhihao Wu Zhiling Cai Yueyang Pi Shiping Wang GNN 54 0 0 18 Apr 2025
Addressing Model Overcomplexity in Drug-Drug Interaction Prediction With Molecular Fingerprints Manel Gil-Sorribes Alexis Molina 44 0 0 30 Mar 2025
3D Interaction Geometric Pre-training for Molecular Relational Learning Namkyeong Lee Yunhak Oh Heewoong Noh Gyoung S. Na Minkai Xu Hanchen Wang Tianfan Fu Chanyoung Park AI4CE 69 0 0 04 Dec 2024
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge Heewoong Noh Namkyeong Lee Gyoung S. Na Chanyoung Park 26 1 0 28 Oct 2024
Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck Sangwoo Seo Sungwon Kim Jihyeong Jung Yoonho Lee Chanyoung Park 31 4 0 19 Jun 2024
MolTC: Towards Molecular Relational Modeling In Language Models Junfeng Fang Shuai Zhang Chang Wu Zhengyi Yang Zhiyuan Liu Sihang Li Kun Wang Wenjie Du Xiang Wang 34 19 0 06 Feb 2024
Stoichiometry Representation Learning with Polymorphic Crystal Structures Namkyeong Lee Heewoong Noh Gyoung S. Na Tianfan Fu Jimeng Sun Chanyoung Park 17 0 0 17 Nov 2023
Interpretable Prototype-based Graph Information Bottleneck Sangwoo Seo Sungwon Kim Chanyoung Park 13 12 0 30 Oct 2023
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer Namkyeong Lee Heewoong Noh Sungwon Kim Dongmin Hyun Gyoung S. Na Chanyoung Park 29 5 0 24 Oct 2023
Drug Discovery with Dynamic Goal-aware Fragments Seul Lee Seanie Lee Kenji Kawaguchi Sung Ju Hwang 20 5 0 02 Oct 2023
Task-Equivariant Graph Few-shot Learning Sungwon Kim Junseok Lee Namkyeong Lee Wonjoon Kim Seung-Deok Choi Chanyoung Park 29 6 0 30 May 2023
Shift-Robust Molecular Relational Learning with Causal Substructure Namkyeong Lee Kanghoon Yoon Gyoung S. Na Sein Kim Chanyoung Park 26 15 0 29 May 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review Ravid Shwartz-Ziv Yann LeCun SSL 35 71 0 19 Apr 2023
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 93 224 0 24 Oct 2020