User profiles for Yurun Ge
Yurun GeUniversity of California,Los Angeles Verified email at ucla.edu Cited by 44 |
[HTML][HTML] Iterative active learning strategies for subgraph matching
The subgraph matching problem arises in a variety of domains including pattern recognition
for segmented images, meshes of 3D objects, biochemical reactions, and security …
for segmented images, meshes of 3D objects, biochemical reactions, and security …
Structural equivalence in subgraph matching
Symmetry plays a major role in subgraph matching both in the description of the graphs in
question and in how it confounds the search process. This work addresses how to quantify …
question and in how it confounds the search process. This work addresses how to quantify …
A knapsack for collective decision-making
Collective decision-making is the process through which diverse stakeholders reach a joint
decision. Within societal settings, one example is participatory budgeting, where constituents …
decision. Within societal settings, one example is participatory budgeting, where constituents …
Active learning for the subgraph matching problem
Y Ge, AL Bertozzi - 2021 IEEE International Conference on Big …, 2021 - ieeexplore.ieee.org
The subgraph matching problem arises in a number of modern machine learning applications
including segmented images and meshes of 3D objects for pattern recognition, bio-…
including segmented images and meshes of 3D objects for pattern recognition, bio-…
Efficient Portfolio Selection through Preference Aggregation with Quicksort and the Bradley--Terry Model
How to allocate limited resources to projects that will yield the greatest long-term benefits is a
problem that often arises in decision-making under uncertainty. For example, organizations …
problem that often arises in decision-making under uncertainty. For example, organizations …
Three-dimensional structure and transport flux of springtime smoke aerosols over the Indochina Peninsula
Y Liu, K Gui, Q Chen, L Feng, H Cai, X Zhang… - Atmospheric …, 2024 - Elsevier
Springtime smoke aerosols attributable to biomass burning on the Indochina Peninsula (ICP)
are a major source of absorbing aerosols globally, and play a nonnegligible perturbing …
are a major source of absorbing aerosols globally, and play a nonnegligible perturbing …
Applications of structural equivalence to subgraph isomorphism on multichannel multigraphs
Structural Equivalence refers to the ability to exchange two vertices in a graph without changing
the structure of the graph. We provide basic definitions and properties applicable to the …
the structure of the graph. We provide basic definitions and properties applicable to the …
Automatic valve segmentation in cardiac ultrasound time series data
We consider the problem of automatically tracking the mitral valve in cardiac ultrasound time
series and present an unsupervised method for decomposing and segmenting the mitral …
series and present an unsupervised method for decomposing and segmenting the mitral …
Prox-STA-LSTM: A sparse representation for the attention-based LSTM networks for industrial soft sensor development
Y Wang, Y Huang, D Chen, L Wang, L Ye… - IEEE Access, 2024 - ieeexplore.ieee.org
… Ge, ‘‘A survey on deep learning for data-driven soft sensors,’’ IEEE Trans. Ind. Informat., vol.
… Ge, ‘‘Probabilistic learning of partial least squares regression model: Theory and industrial …
… Ge, ‘‘Probabilistic learning of partial least squares regression model: Theory and industrial …
Soil Emissions of Reactive Oxidized Nitrogen Reduce the Effectiveness of Anthropogenic Source Control in China
Y Wang, Y Wang, Q Li, Y Tan, M Li… - Environmental …, 2024 - ACS Publications
Nitrogen dioxide (NO 2 ) has decreased by ∼33% across over 1200 monitoring sites in China
during 2015–2023, following a series of clean air policies. However, most of these sites …
during 2015–2023, following a series of clean air policies. However, most of these sites …