Tingxiong Xiao

1. CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery
   2023/10/03 by Yuxiao Cheng, Cheng, Yuxiao, Ziqian Wang +9 · 14 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
2. CUTS+: High-dimensional Causal Discovery from Irregular Time-series
   2023/05/10 by Yuxiao Cheng, Lianglong Li, Cheng, Yuxiao +10 · 10 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
3. TINC: Tree-structured Implicit Neural Compression
   2022/11/12 by Runzhao Yang, Yang, Runzhao, Tingxiong Xiao +7 · 3 citations
   Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #E.4 #FOS: Computer and information sciences #I.4.2 #Image Enhancement Techniques #Image and Signal Denoising Methods
4. SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data
   2022/09/30 by Runzhao Yang, Tingxiong Xiao, Yang, Runzhao +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.10 #I.4.2 #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Neural Networks and Applications #electronic engineering #information engineering
5. HOPE: High-order Polynomial Expansion of Black-box Neural Networks
   2023/07/17 by Tingxiong Xiao, Weihang Zhang, Xiao, Tingxiong +5 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Polynomial and algebraic computation
6. A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging
   2023/11/30 by Ruoran Li, Li, Ruoran, Runzhao Yang +9 · 1 citation
   Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Functional Brain Connectivity Studies