Ning Gui
7 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(3)
Core Methods
(3)
Techniques
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
neural network
(2)
binary classification
(1)
probabilistic forecasting
(1)
causal discovery
(1)
attention mechanism
(1)
supervised learning
(1)
semantic consistency
(1)
message passing
(1)
time series forecasting
(1)
fourier transform
(1)
non-stationary time series
(1)
diffusion model
(1)
high-dimensional data
(1)
tabular data
(1)
feature selection
(1)
frequency domain
(1)
data imputation
(1)
gpu acceleration
(1)
missing modality
(1)
reinforcement learning
(1)
Papers
Generating-Filtering-Ranking: A Three-Stage MultiModal Data Augmentation Framework Under Partial Modality Missing
AAAI 2026
Non-stationary Diffusion For Probabilistic Time Series Forecasting
ICML 2025
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
NeurIPS 2024
NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
NeurIPS 2024
Ordering-Based Causal Discovery for Linear and Nonlinear Relations
NeurIPS 2024
Data Imputation with Iterative Graph Reconstruction
AAAI 2023
AFS: An Attention-Based Mechanism for Supervised Feature Selection
AAAI 2019