Load balancing edge server placement method with QoS requirements in wireless metropolitan area networks. - Xingcun Li; Feng Zeng; Guanyun Fang; Yinan Huang; Xunlin Tao (IET Commun., 2020)

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

Boosting the Cycle Counting Power of Graph Neural Networks with I2-GNNs. - Yinan Huang; Xingang Peng; Jianzhu Ma; Muhan Zhang (CoRR, 2022)

Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database. - Yinan Huang; Ashna Talwar; Ying Lin; Rajender R. Aparasu (BMC Medical Informatics Decis. Mak., 2022)

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

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

On the Stability of Expressive Positional Encodings for Graph Neural Networks. - Yinan Huang; William Lu; Joshua Robinson 001; Yu Yang; Muhan Zhang; Stefanie Jegelka; Pan Li 005 (CoRR, 2023)

On the Stability of Expressive Positional Encodings for Graphs. - Yinan Huang; William Lu; Joshua Robinson 001; Yu Yang; Muhan Zhang; Stefanie Jegelka; Pan Li 005 (ICLR, 2024)

What Can We Learn from State Space Models for Machine Learning on Graphs? - Yinan Huang; Siqi Miao 001; Pan Li 005 (CoRR, 2024)

What Are Good Positional Encodings for Directed Graphs? - Yinan Huang; Haoyu Wang; Pan Li (CoRR, 2024)

A Benchmark on Directed Graph Representation Learning in Hardware Designs. - Haoyu Wang 004; Yinan Huang; Nan Wu; Pan Li 005 (CoRR, 2024)

What Are Good Positional Encodings for Directed Graphs? - Yinan Huang; Haoyu Peter Wang; Pan Li 005 (ICLR, 2025)

Powers of Magnetic Graph Matrix: Fourier Spectrum, Walk Compression, and Applications. - Yinan Huang; David F. Gleich; Pan Li 005 (CoRR, 2025)

Differentially Private Relational Learning with Entity-level Privacy Guarantees. - Yinan Huang; Haoteng Yin; Eli Chien; Rongzhe Wei; Pan Li 005 (CoRR, 2025)