Publications | Zhang Yipenghttps://zhangyipeng01.github.io/publication/PublicationsHugo Blox Builder (https://hugoblox.com)en-usThu, 01 May 2025 00:00:00 +0000https://zhangyipeng01.github.io/media/icon_hu_982c5d63a71b2961.pngPublicationshttps://zhangyipeng01.github.io/publication/Rhomboid Tiling for Geometric Graph Deep Learninghttps://zhangyipeng01.github.io/publication/pmlr-v-267-zhang-25-ar/Thu, 01 May 2025 00:00:00 +0000https://zhangyipeng01.github.io/publication/pmlr-v-267-zhang-25-ar/Join Persistent Homology (JPH)-Based Machine Learning for Metalloprotein--Ligand Binding Affinity Predictionhttps://zhangyipeng01.github.io/publication/wang-2025-join/Wed, 01 Jan 2025 00:00:00 +0000https://zhangyipeng01.github.io/publication/wang-2025-join/Kolmogorov--Arnold graph neural networks for molecular property predictionhttps://zhangyipeng01.github.io/publication/li-2025-kolmogorov/Wed, 01 Jan 2025 00:00:00 +0000https://zhangyipeng01.github.io/publication/li-2025-kolmogorov/TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessmenthttps://zhangyipeng01.github.io/publication/han-2025-topoqa/Wed, 01 Jan 2025 00:00:00 +0000https://zhangyipeng01.github.io/publication/han-2025-topoqa/Molecular topological deep learning for polymer property predictionhttps://zhangyipeng01.github.io/publication/shen-2024-molecular/Mon, 01 Jan 2024 00:00:00 +0000https://zhangyipeng01.github.io/publication/shen-2024-molecular/Multi-Cover Persistence (MCP)-based machine learning for polymer property predictionhttps://zhangyipeng01.github.io/publication/zhang-2024-multi/Mon, 01 Jan 2024 00:00:00 +0000https://zhangyipeng01.github.io/publication/zhang-2024-multi/