Geng Tian

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Convergence Analysis

Colorectal Cancer

Anomaly Detection

Top Venues

Comput. Biol. Medicine

Briefings Bioinform.

Publications

Pengchao Han, Chao Huang, Geng Tian, Ming Tang, Xin Liu
Convergence Analysis of Split Federated Learning on Heterogeneous Data. CoRR (2024)
Mengbo Zhu, Changjun Li, Kebo Lv, Hongzhe Guo, Rui Hou, Geng Tian, Jialiang Yang
MLSpatial: A machine-learning method to reconstruct the spatial distribution of cells from scRNA-seq by extracting spatial features. Comput. Biol. Medicine 159 (2023)
Yumeng Zhang, Lei Ji, Huakai Wen, Yuwen Chu, Xingwei Wang, Geng Tian, Yuhua Yao, Jialiang Yang
Pan-cancer analyses reveal the stratification of patient prognosis by viral composition in tumor tissues. Comput. Biol. Medicine 167 (2023)
Yajie Meng, Yi Wang, Junlin Xu, Changcheng Lu, Xianfang Tang, Tao Peng, Bengong Zhang, Geng Tian, Jialiang Yang
Drug repositioning based on weighted local information augmented graph neural network. Briefings Bioinform. 25 (1) (2023)
Zhe Wu, Xinfeng Zhang, Geng Tian, Yaowei Wang, Qingming Huang
Spatial-Temporal Graph Network for Video Crowd Counting. IEEE Trans. Circuits Syst. Video Technol. 33 (1) (2023)
Geng Tian, Amir Rehman, Huanlai Xing, Li Feng, Nighat Gulzar, Abid Hussain
Automatic Intelligent Chronic Kidney Disease Detection in Healthcare 5.0. TrustCom (2023)
Chao Huang, Geng Tian, Ming Tang
When MiniBatch SGD Meets SplitFed Learning: Convergence Analysis and Performance Evaluation. CoRR (2023)
Min Yang, Huandong Yang, Lei Ji, Xuan Hu, Geng Tian, Bing Wang, Jialiang Yang
A multi-omics machine learning framework in predicting the survival of colorectal cancer patients. Comput. Biol. Medicine 146 (2022)
Yuhua Yao, Yaping Lv, Ling Tong, Yuebin Liang, Shuxue Xi, Binbin Ji, Guanglu Zhang, Ling Li, Geng Tian, Min Tang, Xiyue Hu, Shijun Li, Jialiang Yang
ICSDA: a multi-modal deep learning model to predict breast cancer recurrence and metastasis risk by integrating pathological, clinical and gene expression data. Briefings Bioinform. 23 (6) (2022)
Geng Tian, Xiaohang Li, Yi Wu, Ao Liu, Ying Zhang, Yifei Ma, Wenhui Guo, Xiaoli Sun, Bangze Fu, Da Li
Recognition effect of models based on different microscope objectives. ISAIMS (2022)
Kaimei Huang, Binghu Lin, Jinyang Liu, Yankun Liu, Jingwu Li, Geng Tian, Jialiang Yang
Predicting colorectal cancer tumor mutational burden from histopathological images and clinical information using multi-modal deep learning. Bioinform. 38 (22) (2022)
Binsheng He, Kun Wang, Ju Xiang, Pingping Bing, Min Tang, Geng Tian, Cheng Guo, Miao Xu, Jialiang Yang
DGHNE: network enhancement-based method in identifying disease-causing genes through a heterogeneous biomedical network. Briefings Bioinform. 23 (6) (2022)
Junlin Xu, Lingyu Cui, Jujuan Zhuang, Yajie Meng, Pingping Bing, Binsheng He, Geng Tian, Choi Kwok Pui, Taoyang Wu, Bing Wang, Jialiang Yang
Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data. Comput. Biol. Medicine 146 (2022)
Jianan Zhao, Yu Feng, Geng Tian, Cassandra Taylor, N. Sarah Arden
Influences of puff protocols and upper airway anatomy on cannabis pharmacokinetics: A CFPD-PK study. Comput. Biol. Medicine 132 (2021)
Jujuan Zhuang, Lingyu Cui, Tianqi Qu, Changjing Ren, Junlin Xu, Tianbao Li, Geng Tian, Jialiang Yang
A Streamlined scRNA-Seq Data Analysis Framework Based on Improved Sparse Subspace Clustering. IEEE Access 9 (2021)
Caglar Koylu, Geng Tian, Mary Windsor
FlowMapper.org: A web-based framework for designing origin-destination flow maps. CoRR (2021)
Junlin Xu, Wen Zhu, Lijun Cai, Bo Liao, Yajie Meng, Ju Xiang, Dawei Yuan, Geng Tian, Jialiang Yang
LRMCMDA: Predicting miRNA-Disease Association by Integrating Low-Rank Matrix Completion With miRNA and Disease Similarity Information. IEEE Access 8 (2020)
Geng Tian, Abdollah Koolivand, Nilou S. Arden, Sau Lee, Thomas O'Connor
Quality risk assessment and mitigation of pharmaceutical continuous manufacturing using flowsheet modeling approach. Comput. Chem. Eng. 129 (2019)
Geng Tian, Zhiliang Wang, Xia Yin, Jun Chen, Xingang Shi, Chao Zhou, Zimu Li, Yingya Guo
CEFF: An efficient approach for traffic anomaly detection and classification. ISCC (2017)
Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yingya Guo
Adjustable Piecewise Entropy for network traffic anomaly detection. INFOCOM Workshops (2015)
Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yang Yu, Yingya Guo
Mining network traffic anomaly based on adjustable piecewise entropy. IWQoS (2015)
Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yang Yu, Dan Wu
TADOOP: Mining Network Traffic Anomalies with Hadoop. SecureComm (2015)
Geng Tian, Michael Liebelt
An effectiveness-based adaptive cache replacement policy. Microprocess. Microsystems 38 (1) (2014)
Geng Tian, Liping Jing
Recommending scientific articles using bi-relational graph-based iterative RWR. RecSys (2013)
Geng Tian, Hui Peng, Chao Sun, Yijun Li
Analysis of Reputation Speculation Behavior in China's C2C E-Commerce Market. J. Comput. 7 (12) (2012)
Su Yeon Kim, Kirk E. Lohmueller, Anders Albrechtsen, Yingrui Li, Thorfinn Korneliussen, Geng Tian, Niels Grarup, Tao Jiang, Gitte Andersen, Daniel Witte, Torben Jørgensen, Torben Hansen, Oluf Pedersen, Jun Wang, Rasmus Nielsen
Estimation of allele frequency and association mapping using next-generation sequencing data. BMC Bioinform. 12 (2011)
Rashmi Shah, James L. Garrison, Michael S. Grant, Stephen J. Katzberg, Geng Tian
Analysis of the correlation properties of digital satellite signals and their applicability in bistatic remote sensing. IGARSS (2010)