Jiani Ma

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
CDFE-Net: Causality-inspired channel-masked feature disentanglement and enhancement for domain-generalizable optic cup/disc segmentation.
Biomed. Signal Process. Control.
Puzhen Sun, Hui Liu, Ya Liao, Jiaoli Liu, Jiani Ma, Lin Zhang
2026 J jnl
scDBImpute: Dual-Branch Imputation for Single-Cell RNA-Seq Data Dropouts.
IEEE Trans. Comput. Biol. Bioinform.
Lin Zhang, Feng Wang, Jiani Ma, Hui Liu
2025 J jnl
PathoRM: Computational inference of pathogenic RNA methylation sites by incorporating multi-view features.
PLoS Comput. Biol.
Hui Liu, Jiani Ma, Xianjun Ma, Lin Zhang
2025 J jnl
pMHChat, characterizing the interactions between major histocompatibility complex class II molecules and peptides with large language models and deep hypergraph learning.
Briefings Bioinform.
Jiani Ma, Zhikang Wang, Cen Tong, Qi Yang, Lin Zhang, Hui Liu
2024 J jnl
'Bingo' - a large language model- and graph neural network-based workflow for the prediction of essential genes from protein data.
Briefings Bioinform.
Jiani Ma, Jiangning Song, Neil D. Young, Bill C. H. Chang, Pasi K. Korhonen, Tulio L. Campos, Hui Liu, Robin B. Gasser
2024 J jnl
Dual-stream multi-dependency graph neural network enables precise cancer survival analysis.
Medical Image Anal.
Zhikang Wang, Jiani Ma, Qian Gao, Chris Bain, Seiya Imoto, Pietro Liò, Hongmin Cai, Hao Chen, Jiangning Song
2024 — conf
scDBImpute: Dual-branch imputation for single-cell RNA-seq data dropouts.
BCB
Lin Zhang, Feng Wang, Jiani Ma, Hui Liu
2023 J jnl
Changes in Vegetation Resistance and Resilience under Different Drought Disturbances Based on NDVI and SPEI Time Series Data in Jilin Province, China.
Remote. Sens.
Jiani Ma, Chao Zhang, Shaner Li, Cuicui Yang, Chang Chen, Wenju Yun
2023 J jnl
MULGA, a unified multi-view graph autoencoder-based approach for identifying drug-protein interaction and drug repositioning.
Bioinform.
Jiani Ma, Chen Li, Yiwen Zhang, Zhikang Wang, Shanshan Li, Yuming Guo, Lin Zhang, Hui Liu, Xin Gao, Jiangning Song
2022 J jnl
BRPCA: Bounded Robust Principal Component Analysis to Incorporate Similarity Network for N7-Methylguanosine(m
IEEE ACM Trans. Comput. Biol. Bioinform.
Jiani Ma, Lin Zhang, Shaojie Li, Hui Liu
2022 J jnl
LRTCLS: low-rank tensor completion with Laplacian smoothing regularization for unveiling the post-transcriptional machinery of
Briefings Bioinform.
Jiani Ma, Hui Liu, Yumeng Mao, Lin Zhang
2021 J jnl
m7GDisAI: N7-methylguanosine (m7G) sites and diseases associations inference based on heterogeneous network.
BMC Bioinform.
Jiani Ma, Lin Zhang, Jin Chen, Bowen Song, Chenxuan Zang, Hui Liu
2020 J jnl
Analyzing Ecological Vulnerability and Vegetation Phenology Response Using NDVI Time Series Data and the BFAST Algorithm.
Remote. Sens.
Jiani Ma, Chao Zhang, Hao Guo, Wanling Chen, Wenju Yun, Lulu Gao, Huan Wang
2020 J jnl
The Delineation and Grading of Actual Crop Production Units in Modern Smallholder Areas Using RS Data and Mask R-CNN.
Remote. Sens.
Yahui Lv, Chao Zhang, Wenju Yun, Lulu Gao, Huan Wang, Jiani Ma, Hongju Li, Dehai Zhu
2007 — conf
Make Highly Clustered Grid a Small World with Shorter Diameter.
GCC
Shaohua Liu, Junsheng Yu, Yuan'an Liu, Jun Wei, Peng Gao, Wei Li, Jiani Ma