📝 Publications
( * equal contribution, # corresponding author)
🧠 Neuroscience

Inferring mechanisms of auditory attentional modulation with deep neural networks
Ting-Yu Kuo, Yuanda Liao, Kai Li, Bo Hong, Xiaolin Hu.
🎙 Speech Separation

Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model
Héctor Martel, Julius Richter, Kai Li, Xiaolin Hu and Timo Gerkmann.

A Neural State-Space Model Approach to Efficient Speech Separation
Chenchen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku and Eng Siong Chng.

An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits
Kai Li, Fenghua Xie, Hang Chen, Kexin Yuan, Xiaolin Hu.

An efficient encoder-decoder architecture with top-down attention for speech separation
Kai Li, Runxuan Yang, Xiaolin Hu.
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Audio Demo Page |

On the Use of Deep Mask Estimation Module for Neural Source Separation Systems
Kai Li, Xiaolin Hu, Yi Luo.


Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network
Xiaolin Hu*, #, Kai Li$^*$, Weiyi Zhang, Yi Luo, Jean-Marie Lemercier, Timo Gerkmann.

Research on Speech Separation Based on Audio Visual Model
Kai Li, Xiaolin Hu#, Jianqiang Huang#.
🌏 Cloud Removal

Xuechao Zou*, Kai Li*, Junliang Xing, Pin Tao#, Yachao Cui.
📷 Image Super Resolution

Kai Li, Jianqiang Huang#, Jinfang Jia, Yu Zhu, Li Wu, Xiaoying Wang.

A Survey of Single Image Super Resolution Reconstruction
Kai Li, Shenghao Yang, Runting Dong, Jianqiang Huang#, Xiaoying Wang.

Single Image Super-resolution Reconstruction of Enhanced Loss Function with Multi-GPU Training
Jianqiang Huang*, #, Kai Li$^*$, Xiaoying Wang.

Single image super resolution based on generative adversarial networks
Kai Li, Liang Ye, Shenghao Yang, Jianqiang Huang#, Xiaoying Wang.