Tingxiong Xiao

According to our database, Tingxiong Xiao authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks.

Tingxiong Xiao, Weihang Zhang, Yuxiao Cheng, Jinli Suo

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery.

Yuxiao Cheng, Ziqian Wang, Tingxiong Xiao, Qin Zhong, Jinli Suo, Kunlun He

Proceedings of the Twelfth International Conference on Learning Representations, 2024

SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations.

Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng, Jinli Suo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series.

Yuxiao Cheng, Lianglong Li, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging.

Ruoran Li, Runzhao Yang, Wenxin Xiang, Yuxiao Cheng, Tingxiong Xiao, Jinli Suo

CoRR, 2023

SHoP: A Deep Learning Framework for Solving High-order Partial Differential Equations.

Tingxiong Xiao, Runzhao Yang, Yuxiao Cheng, Jinli Suo, Qionghai Dai

CoRR, 2023

CUTS: Neural Causal Discovery from Irregular Time-Series Data.

Yuxiao Cheng, Runzhao Yang, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai

Proceedings of the Eleventh International Conference on Learning Representations, 2023

SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data.

Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Qianni Cao, Jinyuan Qu, Jinli Suo, Qionghai Dai

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

TINC: Tree-structured Implicit Neural Compression.

Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Jinli Suo, Qionghai Dai

CoRR, 2022