Yinan Huang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Nearest Neighbour

Machine Learning Methods

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Yinan Huang, Siqi Miao, Pan Li
What Can We Learn from State Space Models for Machine Learning on Graphs? CoRR (2024)
Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li
On the Stability of Expressive Positional Encodings for Graphs. ICLR (2024)
Yinan Huang, Haoyu Wang, Pan Li
What Are Good Positional Encodings for Directed Graphs? CoRR (2024)
Zian Li, Xiyuan Wang, Yinan Huang, Muhan Zhang
Is Distance Matrix Enough for Geometric Deep Learning? CoRR (2023)
Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li
On the Stability of Expressive Positional Encodings for Graph Neural Networks. CoRR (2023)
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
Boosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs. ICLR (2023)
Zian Li, Xiyuan Wang, Yinan Huang, Muhan Zhang
Is Distance Matrix Enough for Geometric Deep Learning? NeurIPS (2023)
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design. CoRR (2022)
Yinan Huang, Ashna Talwar, Ying Lin, Rajender R. Aparasu
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
-GNNs. CoRR (2022)
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design. ICML (2022)
Xingcun Li, Feng Zeng, Guanyun Fang, Yinan Huang, Xunlin Tao
Load balancing edge server placement method with QoS requirements in wireless metropolitan area networks. IET Commun. 14 (21) (2020)