Devin Kwok

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Healthcare Providers

Distributed Representations

Statistical Power

Top Venues

IEEE J. Biomed. Health Informatics

Briefings Bioinform.

Nucleic Acids Res.

Publications

Guishen Wang, Xiaoxue Lou, Fang Guo, Devin Kwok, Chen Cao
EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heterogeneous Graph Convolutional Networks in Electronic Health Records. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Ekansh Sharma, Devin Kwok, Tom Denton, Daniel M. Roy, David Rolnick, Gintare Karolina Dziugaite
Simultaneous linear connectivity of neural networks modulo permutation. CoRR (2024)
Devin Kwok, Nikhil Anand, Jonathan Frankle, Gintare Karolina Dziugaite, David Rolnick
Dataset Difficulty and the Role of Inductive Bias. CoRR (2024)
Richard D. Lange, Devin Kwok, Jordan Kyle Matelsky, Xinyue Wang, David Rolnick, Konrad Kording
Deep Networks as Paths on the Manifold of Neural Representations. TAG-ML (2023)
Chen Cao, Jianhua Wang, Devin Kwok, Feifei Cui, Zilong Zhang, Da Zhao, Mulin Jun Li, Quan Zou
webTWAS: a resource for disease candidate susceptibility genes identified by transcriptome-wide association study. Nucleic Acids Res. 50 (D1) (2022)
Richard D. Lange, Jordan Matelsky, Xinyue Wang, Devin Kwok, David S. Rolnick, Konrad P. Kording
Neural Networks as Paths through the Space of Representations. CoRR (2022)
Chen Cao, Devin Kwok, Shannon Edie, Qing Li, Bowei Ding, Pathum Kossinna, Simone Campbell, Jingjing Wu, Matthew Greenberg, Quan Long
kTWAS: integrating kernel machine with transcriptome-wide association studies improves statistical power and reveals novel genes. Briefings Bioinform. 22 (4) (2021)