Publications

(* Equal Contribution)

2023

• Basic Taste Sensation Recognition from EEG Based on Multi-Scale Convolutional Neural Network with Residual Learning
  Han Gao, Shuo Zhao, Huiyan Li, Li Liu, Hengyang Wang, You Wang, Zhiyuan Luo, Jin Zhang, Guang Li
  IEEE Transactions on Instrumentation and Measurement, 2023.

• Bimodal Fusion Network for Basic Taste Sensation Recognition from Electroencephalography and Electromyography
  Han Gao, Shuo Zhao, Huiyan Li, Li Liu, You Wang, Ruifen Hu, Jin Zhang, Guang Li
  ICASSP IEEE International Conference on Acoustics, Speech and Signal Processing, 2023.

• Silent Speech Interface with Vocal Speaker Assistance Based on Convolution-augmented Transformer
  Huiyan Li, Yihao Liang, Han Gao, Li Liu, You Wang, Daqi Chen, Zhiyuan Luo, Guang Li
  IEEE Transactions on Instrumentation and Measurement, 2023.

• SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation
  Yiqing Wang, Zihan Li, Zihao Wei, Jieru Mei, Li Liu, Chen Wang, Shengtian Sang, Alan Yuille, Cihang Xie, Yuyin Zhou.
  MICCAI, 2023.

2022

• CPSC: Conformal Prediction With Shrunken Centroids for Efficient Prediction Reliability Quantification and Data Augmentation, a Case in Alternative Herbal Medicine Classification With Electronic Nose
  Li Liu*, Xianghao Zhan*, Xikai Yang*, Xiaoqing Guan,Rumeng Wu, Zhan Wang,Zhiyuan Luo,You Wang, Guang Li.
  IEEE Transactions on Instrumentation and Measurement, 2022.

• Unsupervised cross-user adaptation in taste sensation recognition based on surface electromyography with conformal prediction and domain regularized component analysis
  Hengyang Wang*, Xianghao Zhan*, Li Liu*, Asif Ullah, Huiyan Li, Han Gao, You Wang, Ruifen Hu, Guang Li.
  IEEE Transactions on Instrumentation and Measurement, 2022.

• Bag of Tricks for FGSM Adversarial Training
  Zichao Li, Li Liu, Zeyu Wang, Yuyin Zhou, Cihang Xie.
  arxiv, 2022.

• Classifying herbal medicine origins by temporal and spectral data mining of electronic nose
  Li Liu*, Xianghao Zhan*, Ziheng Duan*, Yi Wu, Rumeng Wu, Xiaoqing Guan, Zhan Wang, You Wang, Guang Li
  arxiv, 2022.

• A Tri-light Warning System for Hospitalized COVID-19 Patients: Credibility-based Risk Stratification under Data Shift
  Chuanjun Xu*, Qinmei Xu*,Li Liu*, Mu Zhou, Zijian Xing, Zhen Zhou, Changsheng Zhou, Xiao Li, Rong Wang, Yanjun Wu, Jiangtao Wang, Longjiang Zhang, Xianghao Zhan, Olivier Gevaert, Guangming Lu
  MedRxiv, 2022.

2021

• Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose
  Li Liu*, Xianghao Zhan*, Rumeng Wu, Xiaoqing Guan, Zhan Wang, Wei Zhang, Mert Pilanci, You Wang, Zhiyuan Luo, Guang Li.
  IEEE Sensors Jouranl, 2021.

• Quantitatively Recognizing Stimuli Intensity of Primary Taste Based on Surface Electromyography
  Hengyang Wang,Dongcheng Lu,Li Liu, Han Gao,Rumeng Wu,Yueling Zhou,Qing Ai,You Wang, Guang Li.
  Sensors, 2021.