Tianming Liang

Review of classical dimensionality reduction and sample selection methods for large-scale data processing

Xinzheng Xu, Tianming Liang, Jiong Zhu et al. · Neurocomputing · 2018 · 137 citations

Large-scale Data Processing, Engineering, Machine Learning +12

A new image classification method based on modified condensed nearest neighbor and convolutional neural networks

Tianming Liang, Xinzheng Xu, Pengcheng Xiao · Pattern Recognition Letters · 2017 · 40 citations

Data Classification, Classification Method, Image Classification +12

Pinoresinol diglucoside (PDG) attenuates cardiac hypertrophy via AKT/mTOR/NF-κB signaling in pressure overload-induced rats

Yusha Chen, Ruiyan Pan, Juanjuan Zhang et al. · Journal of Ethnopharmacology · 2021 · 37 citations

Cardiomyopathy, Heart Failure, Molecular Physiology +11

Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs

Tianming Liang, Yang Liu, Xiaoyan Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 28 citations

Natural Language Processing, Structured Prediction, Graph Neural Network +15

Self-Adaptive PCNN Based on the ACO Algorithm and its Application on Medical Image Segmentation

Xinzheng Xu, Tianming Liang, Guanying Wang et al. · Intelligent Automation & Soft Computing · 2016 · 25 citations

Search Optimization, Medical Image Segmentation, Engineering +19