Lujia Chen

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 4

Top Topics

Unsupervised Learning

Hierarchical Representation

Causal Inference

Top Venues

PLoS Comput. Biol.

Publications

Abir Alabani, Raul Negrin Sanchez, Lujia Chen, Ian Cotton
Estimation of High Frequency Arc Conductance in High Voltage Aircraft Systems Using Modified Mayr Model. IAS (2023)
Xueer Chen, Lujia Chen, Cornelius H. L. Kürten, Fattaneh Jabbari, Lazar Vujanovic, Ying Ding, Binfeng Lu, Kevin Lu, Aditi Kulkarni, Tracy Tabib, Robert Lafyatis, Gregory F. Cooper, Robert Ferris, Xinghua Lu
An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors. PLoS Comput. Biol. 18 (12) (2022)
Chunhui Cai, Gregory F. Cooper, Kevin N. Lu, Xiaojun Ma, Shuping Xu, Zhenlong Zhao, Xueer Chen, Yifan Xue, Adrian V. Lee, Nathan Clark, Vicky Chen, Songjian Lu, Lujia Chen, Liyue Yu, Harry Hochheiser, Xia Jiang, Q. Jane Wang, Xinghua Lu
Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference. PLoS Comput. Biol. 15 (7) (2019)
Lujia Chen, Chunhui Cai, Vicky Chen, Xinghua Lu
Learning a hierarchical representation of the yeast transcriptomic machinery using an autoencoder model. BMC Bioinform. 17 (S-1) (2016)
Lujia Chen, Chunhui Cai, Vicky Chen, Xinghua Lu
Trans-species learning of cellular signaling systems with bimodal deep belief networks. Bioinform. 31 (18) (2015)
Lujia Chen, Bao-Gang Hu
An Implementation of Web Based Query by Humming System. ICME (2007)