Yuxiao Cheng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 19

Top Topics

Causal Discovery

Image Deblurring

Observational Data

Top Venues

IEEE Trans. Image Process.

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)
Zhihong Zhang, Runzhao Yang, Jinli Suo, Yuxiao Cheng, Qionghai Dai
Lightweight High-Speed Photography Built on Coded Exposure and Implicit Neural Representation of Videos. CoRR (2023)
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)
Zhihong Zhang, Yuxiao Cheng, Jinli Suo, Liheng Bian, Qionghai Dai
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-Blind Image Deblurring in Low-Light Conditions. IEEE Trans. Image Process. 32 (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)
Jiayun Li, Yuxiao Cheng, Zhuofan Xia, Yilin Mo, Gao Huang
Generalized Activation via Multivariate Projection. 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)
Kaiming Dong, Yuchen Guo, Runzhao Yang, Yuxiao Cheng, Jinli Suo, Qionghai Dai
Retrieving Object Motions From Coded Shutter Snapshot in Dark Environment. IEEE Trans. Image Process. 32 (2023)
Yuxiao Cheng, Runzhao Yang, Zhihong Zhang, Jinli Suo, Qionghai Dai
A mutually boosting dual sensor computational camera for high quality dark videography. Inf. Fusion 93 (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)
Zhihong Zhang, Yuxiao Cheng, Jinli Suo, Liheng Bian, Qionghai Dai
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions. CoRR (2022)