Jin Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

High Dimensional Problems

Constrained Least Squares

Generalized Linear Models

Summary Statistics

Top Venues

IEEE Trans. Inf. Theory

Briefings Bioinform.

Publications

Jian Huang, Yuling Jiao, Xu Liao, Jin Liu, Zhou Yu
Deep Dimension Reduction for Supervised Representation Learning. IEEE Trans. Inf. Theory 70 (5) (2024)
Lican Kang, Xu Liao, Jin Liu, Yuan Luo
with minimax Bellman error minimization. Inf. Sci. 648 (2023)
Junyu Zhu, Xu Liao, Changshi Li, Yuling Jiao, Jin Liu, Xiliang Lu
Invariant and Sufficient Supervised Representation Learning. IJCNN (2023)
Xinyi Yu, Jiashun Xiao, Mingxuan Cai, Yuling Jiao, Xiang Wan, Jin Liu, Can Yang
PALM: a powerful and adaptive latent model for prioritizing risk variants with functional annotations. Bioinform. 39 (2) (2023)
Qing Cheng, Tingting Qiu, Xiaoran Chai, Baoluo Sun, Yingcun Xia, Xingjie Shi, Jin Liu
MR-Corr2: a two-sample Mendelian randomization method that accounts for correlated horizontal pleiotropy using correlated instrumental variants. Bioinform. 38 (2) (2022)
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu
regularized generalized linear models with statistical guarantee. Comput. Stat. 37 (1) (2022)
Qibin Fan, Cui Jia, Jin Liu, Yuan Luo
-constrained least squares. Signal Process. 179 (2021)
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Jerry Zhijian Yang
Generative Learning With Euler Particle Transport. CoRR (2020)
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu
A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models. CoRR (2020)
Yi Yang, Xingjie Shi, Yuling Jiao, Jian Huang, Min Chen, Xiang Zhou, Lei Sun, Xinyi Lin, Can Yang, Jin Liu
CoMM-S2: a collaborative mixed model using summary statistics in transcriptome-wide association studies. Bioinform. 36 (7) (2020)
Jia Zhao, Jingsi Ming, Xianghong Hu, Gang Chen, Jin Liu, Can Yang
Bayesian weighted Mendelian randomization for causal inference based on summary statistics. Bioinform. 36 (5) (2020)
Jian Huang, Yuling Jiao, Lican Kang, Jin Liu, Yanyan Liu, Xiliang Lu, Yuanyuan Yang
On Newton Screening. CoRR (2020)
Jian Huang, Yuling Jiao, Xu Liao, Jin Liu, Zhou Yu
Deep Dimension Reduction for Supervised Representation Learning. CoRR (2020)
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu
Learning Implicit Generative Models with Theoretical Guarantees. CoRR (2020)
Can Yang, Xiang Wan, Xinyi Lin, Mengjie Chen, Xiang Zhou, Jin Liu
CoMM: a collaborative mixed model to dissecting genetic contributions to complex traits by leveraging regulatory information. Bioinform. 35 (10) (2019)
Mingwei Dai, Xiang Wan, Hao Peng, Yao Wang, Yue Liu, Jin Liu, Zongben Xu, Can Yang
Joint analysis of individual-level and summary-level GWAS data by leveraging pleiotropy. Bioinform. 35 (10) (2019)
Shunkang Zhang, Yuan Gao, Yuling Jiao, Jin Liu, Yang Wang, Can Yang
Wasserstein-Wasserstein Auto-Encoders. CoRR (2019)
Xingjie Shi, Yuling Jiao, Yi Yang, Ching-Yu Cheng, Can Yang, Xinyi Lin, Jin Liu
VIMCO: variational inference for multiple correlated outcomes in genome-wide association studies. Bioinform. 35 (19) (2019)
Jingsi Ming, Mingwei Dai, Mingxuan Cai, Xiang Wan, Jin Liu, Can Yang
LSMM: a statistical approach to integrating functional annotations with genome-wide association studies. Bioinform. 34 (16) (2018)
Mingwei Dai, Jingsi Ming, Mingxuan Cai, Jin Liu, Can Yang, Xiang Wan, Zongben Xu
IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies. Bioinform. 33 (18) (2017)
Jin Liu, Xiang Wan, Chaolong Wang, Chao Yang, Xiaowei Zhou, Can Yang
LLR: a latent low-rank approach to colocalizing genetic risk variants in multiple GWAS. Bioinform. 33 (24) (2017)
Jin Liu, Xiang Wan, Shuangge Ma, Can Yang
EPS: an empirical Bayes approach to integrating pleiotropy and tissue-specific information for prioritizing risk genes. Bioinform. 32 (12) (2016)
Xingjie Shi, Shihao Shen, Jin Liu, Jian Huang, Yong Zhou, Shuangge Ma
Similarity of markers identified from cancer gene expression studies: observations from GEO. Briefings Bioinform. 15 (5) (2014)