Ning Gui

1. Frequency Adaptive Normalization For Non-stationary Time Series Forecasting
   2024/09/30 by Weiwei Ye, Ye, Weiwei, Songgaojun Deng +4 · 7 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. Multi-View Graph Representation Learning Beyond Homophily
   2023/04/15 by Bei Lin, Lin, Bei, You Li +7 · 3 citations
   Computer Science · #Advanced Graph Neural Networks
3. Are Large Language Models Really Robust to Word-Level Perturbations?
   2023/09/20 by Guozheng Ma, Wang, Haoyu, Ma, Guozheng +22 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. Ordering-Based Causal Discovery for Linear and Nonlinear Relations
   2024/10/08 by Zhandong Xu, Yujie Li, Xu, Zhuopeng +5 · 5 citations
   Computer Science · #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Rough Sets and Fuzzy Logic
5. Non-stationary Diffusion For Probabilistic Time Series Forecasting
   2025/05/07 by Weiwei Ye, Zhandong Xu, Ye, Weiwei +3 · 5 citations
   Computer Science · Decision Sciences · #Generative Adversarial Networks and Image Synthesis #Forecasting Techniques and Applications #Stock Market Forecasting Methods