Tingxiong Xiao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Causal Discovery

Biomedical Data

Directed Acyclic Graph

Top Venues

Publications

Yuxiao Cheng, Ziqian Wang, Tingxiong Xiao, Qin Zhong, Jinli Suo, Kunlun He
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery. ICLR (2024)
Yuxiao Cheng, Lianglong Li, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series. AAAI (2024)
Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng, Jinli Suo
SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations. AAAI (2024)
Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng, Jinli Suo, Qionghai Dai
SHoP: A Deep Learning Framework for Solving High-order Partial Differential Equations. CoRR (2023)
Yuxiao Cheng, Ziqian Wang, Tingxiong Xiao, Qin Zhong, Jinli Suo, Kunlun He
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery. CoRR (2023)
Yuxiao Cheng, Lianglong Li, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
CUTS+: High-dimensional Causal Discovery from Irregular Time-series. CoRR (2023)
Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Qianni Cao, Jinyuan Qu, Jinli Suo, Qionghai Dai
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data. AAAI (2023)
Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo
A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging. CoRR (2023)
Yuxiao Cheng, Runzhao Yang, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
CUTS: Neural Causal Discovery from Irregular Time-Series Data. ICLR (2023)
Tingxiong Xiao, Weihang Zhang, Yuxiao Cheng, Jinli Suo
HOPE: High-order Polynomial Expansion of Black-box Neural Networks. CoRR (2023)
Yuxiao Cheng, Runzhao Yang, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai
CUTS: Neural Causal Discovery from Irregular Time-Series Data. CoRR (2023)
Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Jinli Suo, Qionghai Dai
TINC: Tree-structured Implicit Neural Compression. CoRR (2022)
Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Qianni Cao, Jinyuan Qu, Jinli Suo, Qionghai Dai
SCI: A spectrum concentrated implicit neural compression for biomedical data. CoRR (2022)