Alert button
Picture for Pengyu Hong

Pengyu Hong

Alert button

Solvent-Aware 2D NMR Prediction: Leveraging Multi-Tasking Training and Iterative Self-Training Strategies

Mar 17, 2024
Yunrui Li, Hao Xu, Pengyu Hong

Viaarxiv icon

Graph Multi-Similarity Learning for Molecular Property Prediction

Feb 02, 2024
Hao Xu, Zhengyang Zhou, Pengyu Hong

Viaarxiv icon

GlycoNMR: Dataset and benchmarks for NMR chemical shift prediction of carbohydrates with graph neural networks

Nov 30, 2023
Zizhang Chen, Ryan Paul Badman, Lachele Foley, Robert Woods, Pengyu Hong

Viaarxiv icon

Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR

Nov 23, 2023
Hao Xu, Zhengyang Zhou, Pengyu Hong

Viaarxiv icon

Asymmetric Contrastive Multimodal Learning for Advancing Chemical Understanding

Nov 20, 2023
Hao Xu, Yifei Wang, Yunrui Li, Pengyu Hong

Viaarxiv icon

Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation

May 29, 2023
Yifei Wang, Zhengyang Zhou, Liqin Wang, John Laurentiev, Peter Hou, Li Zhou, Pengyu Hong

Figure 1 for Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation
Figure 2 for Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation
Figure 3 for Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation
Figure 4 for Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation
Viaarxiv icon

Characterizing the Influence of Graph Elements

Oct 14, 2022
Zizhang Chen, Peizhao Li, Hongfu Liu, Pengyu Hong

Figure 1 for Characterizing the Influence of Graph Elements
Figure 2 for Characterizing the Influence of Graph Elements
Figure 3 for Characterizing the Influence of Graph Elements
Figure 4 for Characterizing the Influence of Graph Elements
Viaarxiv icon

Motif-based Graph Representation Learning with Application to Chemical Molecules

Aug 09, 2022
Yifei Wang, Shiyang Chen, Guobin Chen, Ethan Shurberg, Hang Liu, Pengyu Hong

Figure 1 for Motif-based Graph Representation Learning with Application to Chemical Molecules
Figure 2 for Motif-based Graph Representation Learning with Application to Chemical Molecules
Figure 3 for Motif-based Graph Representation Learning with Application to Chemical Molecules
Figure 4 for Motif-based Graph Representation Learning with Application to Chemical Molecules
Viaarxiv icon

Knowledgebra: An Algebraic Learning Framework for Knowledge Graph

Apr 15, 2022
Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong

Figure 1 for Knowledgebra: An Algebraic Learning Framework for Knowledge Graph
Figure 2 for Knowledgebra: An Algebraic Learning Framework for Knowledge Graph
Figure 3 for Knowledgebra: An Algebraic Learning Framework for Knowledge Graph
Viaarxiv icon