Yinan Huang

17 papers A* 5Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Accelerated Sequential Flow Matching: A Bayesian Filtering Perspective.
CoRR
Yinan Huang, Hans Hao-Hsun Hsu, Junran Wang, Bo Dai, Pan Li
2025 J jnl
Differentially Private Relational Learning with Entity-level Privacy Guarantees.
CoRR
Yinan Huang, Haoteng Yin, Eli Chien, Rongzhe Wei, Pan Li
2025 J jnl
Powers of Magnetic Graph Matrix: Fourier Spectrum, Walk Compression, and Applications.
CoRR
Yinan Huang, David F. Gleich, Pan Li
2025 A* conf
What Are Good Positional Encodings for Directed Graphs?
ICLR
Yinan Huang, Haoyu Peter Wang, Pan Li
2024 J jnl
A Benchmark on Directed Graph Representation Learning in Hardware Designs.
CoRR
Haoyu Wang, Yinan Huang, Nan Wu, Pan Li
2024 A* conf
On the Stability of Expressive Positional Encodings for Graphs.
ICLR
Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li
2024 J jnl
What Are Good Positional Encodings for Directed Graphs?
CoRR
Yinan Huang, Haoyu Wang, Pan Li
2024 J jnl
What Can We Learn from State Space Models for Machine Learning on Graphs?
CoRR
Yinan Huang, Siqi Miao, Pan Li
2023 A* conf
Boosting the Cycle Counting Power of Graph Neural Networks with I$^2$-GNNs.
ICLR
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
2023 A* conf
Is Distance Matrix Enough for Geometric Deep Learning?
NeurIPS
Zian Li, Xiyuan Wang, Yinan Huang, Muhan Zhang
2023 J jnl
Is Distance Matrix Enough for Geometric Deep Learning?
CoRR
Zian Li, Xiyuan Wang, Yinan Huang, Muhan Zhang
2023 J jnl
On the Stability of Expressive Positional Encodings for Graph Neural Networks.
CoRR
Yinan Huang, William Lu, Joshua Robinson, Yu Yang, Muhan Zhang, Stefanie Jegelka, Pan Li
2022 A* conf
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design.
ICML
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
2022 J jnl
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design.
CoRR
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
2022 J jnl
Boosting the Cycle Counting Power of Graph Neural Networks with I
CoRR
Yinan Huang, Xingang Peng, Jianzhu Ma, Muhan Zhang
2022 J jnl
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.
Yinan Huang, Ashna Talwar, Ying Lin, Rajender R. Aparasu
2020 J jnl
Load balancing edge server placement method with QoS requirements in wireless metropolitan area networks.
IET Commun.
Xingcun Li, Feng Zeng, Guanyun Fang, Yinan Huang, Xunlin Tao