Concepedia

Zhining Liu

ZL

Statistics

Publications

13

Citations

263

H-Index

11

Active since

2015

Affiliations

University of Electronic Science and Technology of China(Current)

Chongqing University of Technology

University of Illinois Urbana-Champaign

Zhining Liu is an author at University of Electronic Science and Technology of China specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningSeismologyComputer ScienceInverse ProblemsPattern RecognitionBusinessNetwork AnalysisCivil Engineering

Publications per year

2015–2023

13

Publications

13

Multi-waveform classification for seismic facies analysis

Chengyun Song, Zhining Liu, Yaojun Wang et al. · Computers & Geosciences · 2016 · 48 citations

Earthquake Engineering, Engineering, Seismic Wave +5

A data-driven amplitude variation with offset inversion method via learned dictionaries and sparse representation

Bin She, Yaojun Wang, Jiandong Liang et al. · Geophysics · 2018 · 43 citations

Numerical Analysis, Engineering, Machine Learning +17

Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk

Zhining Liu, Dawei Zhou, Yada Zhu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 25 citations · Full text

Engineering, Machine Learning, Interaction Network +17

Towards Explainable Representation of Time-Evolving Graphs via Spatial-Temporal Graph Attention Networks

Zhining Liu, Dawei Zhou, Jingrui He · 2019 · 24 citations

Geometric Learning, Dynamic Graphs, Engineering +21

Seismic impedance inversion using dictionary learning-based sparse representation and nonlocal similarity

Bin She, Yaojun Wang, Zhining Liu et al. · Interpretation · 2019 · 19 citations

Engineering, Machine Learning, Patch Window +18

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