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Huiyan Sun
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 16
Top Topics
Observational Data
Inference Process
Feature Selection
Breast Cancer Patients
Top Venues
BIBM
CoRR
Briefings Bioinform.
ECML/PKDD (4)
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Publications
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Qiang Huang
,
Jing Ma
,
Jundong Li
,
Ruocheng Guo
,
Huiyan Sun
,
Yi Chang
Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data.
ACM Trans. Knowl. Discov. Data
18 (3) (2024)
Yonghe Zhao
,
Qiang Huang
,
Siwei Wu
,
Yun Peng
,
Huiyan Sun
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference.
CoRR
(2023)
Yujie Gu
,
Huiyan Sun
,
Yansong Wang
,
Haobo Shi
Improve Robustness of Graph Neural Networks: Multi-hop Neighbors Meet Homophily-based Truncation Defense.
IJCNN
(2023)
Yonghe Zhao
,
Shuai Fu
,
Huiyan Sun
A Study on the Impact of Non-confounding Covariates on the Inferential Performance of Methods based on the Potential Outcome Framework.
CoRR
(2023)
Nan Sheng
,
Lan Huang
,
Yan Wang
,
Ling Gao
,
Huiyan Sun
,
Xuping Xie
Contrastive self-supervised graph convolutional network for detecting the relationship among lncRNAs, miRNAs, and diseases.
BIBM
(2023)
Yonghe Zhao
,
Qiang Huang
,
Haolong Zeng
,
Yun Pen
,
Huiyan Sun
De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network.
CoRR
(2023)
Yijun Liu
,
Ji Sun
,
Huiyan Sun
,
Yi Chang
Identification of key somatic oncogenic mutation based on a confounder-free causal inference model.
PLoS Comput. Biol.
18 (9) (2022)
Qiang Huang
,
Jing Ma
,
Jundong Li
,
Huiyan Sun
,
Yi Chang
SemiITE: Semi-supervised Individual Treatment Effect Estimation via Disagreement-Based Co-training.
ECML/PKDD (4)
(2022)
Yingze Xu
,
Yan Wang
,
Xuping Xie
,
Feilong Wang
,
Qiong Chen
,
Huiyan Sun
An AutoEncoder-Based Matrix Factorization Approach to Estimating Cell Proportion from Bulk Tumor RNA-seq Data.
BIBM
(2021)
Liang Chen
,
Changliang Wang
,
Huiyan Sun
,
Juexin Wang
,
Yanchun Liang
,
Yan Wang
,
Garry Wong
The bioinformatics toolbox for circRNA discovery and analysis.
Briefings Bioinform.
22 (2) (2021)
Wei Xing
,
Kangping Wang
,
Huiyan Sun
,
Yan Wang
A Breast Cancer Patients' Survival Prediction Model Using mRMR Feature Selection with Artificial Neural Network.
CSAE
(2021)
Qiang Huang
,
Tingyu Xia
,
Huiyan Sun
,
Makoto Yamada
,
Yi Chang
Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks.
AAAI
(2020)
Hongyang Jiang
,
Zhihang Wang
,
Chaoyi Yin
,
Peishuo Sun
,
Ying Xu
,
Huiyan Sun
Identification of Cancer Development Related Pathways Based on Co-Expression Analyses.
BIBM
(2020)
Liang Chen
,
Liisa Heikkinen
,
Changliang Wang
,
Yang Yang
,
Huiyan Sun
,
Garry Wong
Trends in the development of miRNA bioinformatics tools.
Briefings Bioinform.
20 (5) (2019)
Huiyan Sun
,
Liang Chen
,
Sha Cao
,
Yanchun Liang
,
Ying Xu
Warburg Effects in Cancer and Normal Proliferating Cells: Two Tales of the Same Name.
Genom. Proteom. Bioinform.
17 (3) (2019)
Hongyang Jiang
,
Qiang Huang
,
Liang Chen
,
Zhi Li
,
Ying Xu
,
Huiyan Sun
,
Yi Chang
Multi-Classification of Cancer Samples Based on Co-Expression Analyses.
BIBM
(2019)
Yuexu Jiang
,
Yan Wang
,
Wei Pang
,
Liang Chen
,
Huiyan Sun
,
Yanchun Liang
,
Enrico Blanzieri
Essential protein identification based on essential protein-protein interaction prediction by integrated edge weights.
BIBM
(2014)