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Ning Gui — most-cited papers & profile · Graph Learning
← authors
·
overview
Ning Gui
4
papers ·
19
citations ·
15
h-index
Central South University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
2024 · 15 citations
Are Large Language Models Really Robust to Word-Level Perturbations?
2023 · 4 citations
Parametric Prior Mapping Framework for Non-stationary Probabilistic Time Series Forecasting
2026
Non-stationary Diffusion For Probabilistic Time Series Forecasting
2025
Topics
Probabilistic
Evaluation
RAG
Fine-Tuning
Reinforcement Learning
Safety & Alignment
Anomaly Detection
eess.SP
Linear & Patch Models