Huang, Yinan

6 publications

NeurIPS 2025 Differentially Private Relational Learning with Entity-Level Privacy Guarantees Yinan Huang, Haoteng Yin, Eli Chien, Rongzhe Wei, Pan Li

ICLR 2025 What Are Good Positional Encodings for Directed Graphs? Yinan Huang, Haoyu Peter Wang, Pan Li

ICLR 2024 On the Stability of Expressive Positional Encodings for Graphs Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li

ICLR 2023 Boosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang

NeurIPS 2023 Is Distance Matrix Enough for Geometric Deep Learning? Zian Li, Xiyuan Wang, Yinan Huang, Muhan Zhang

ICML 2022 3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang