Lastest Update: 2023-12-02

Arxiv Paper

• From Beginner to Expert: Modeling Medical Knowledge into General LLMs
  Qiang Li, XiaoYan Yang, HaoWen Wang, Qin Wang, Lei Liu (Corresponding Author), Junjie Wang, Yang Zhang, Mingyuan Chu, Sen Hu, Yicheng Chen, Yue Shen, Cong Fan, Wangshu Zhang, Teng Xu, JinJie Gu, Jing Zheng, GuanNan Zhang
  

• Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory
  Lei Liu, Xiaoyan Yang, Yue Shen, Binbin Hu, Zhiqiang Zhang, Jinjie Gu, Guannan Zhang
  

Conference Paper

• Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning
  Lei Liu, Li Liu, Yawen Cui
  Accepted by ACMMM 2024
  
  

• Towards Automatic Evaluation for LLMs’ Clinical Capabilities: Metric, Data, and Algorithm
  Lei Liu, Xiaoyan Yang, Fangzhou Li, Chenfei Chi, Yue Shen, Shiwei Lyu, Ming Zhang, Xiaowei Ma, Xiangguo Lyu, Liya Ma, Zhiqiang Zhang, Wei Xue, Yiran Huang, Jinjie Gu
  Accepted by KDD 2024
  
  

• Cuing Without Sharing: A Federated Cued Speech Recognition Framework via Mutual Knowledge Distillation
  Yuxuan Zhang, Lei Liu (Co-first Author), Li Liu
  Accepted by ACMMM 2023
  
  

• Global Balanced Experts for Federated Long-Tailed Learning
  Yaopei Zeng, Lei Liu (Co-first Author), Li Liu, Li Shen, Shaoguo Liu, Baoyuan Wu
  Accepted by ICCV 2023
  
  

• Cross-modal Mutual Learning for Cued Speech Recognition
  Lei Liu (First Author), Li Liu
  Accepted by ICASSP 2023
  
  

• Spatio-Temporal Structure Consistency for Semi-Supervised Medical Image Classification
  Wentao Lei, Lei Liu (Co-first Author), Li Liu
  Accepted by ICASSP 2023
  
  

• Semi-supervised active learning for COVID-19 lung ultrasound multi-symptom classification
  Lei Liu (Co-first Author), Wentao Lei, Xiang Wan, Li Liu, Yongfang Luo, Cheng Feng
  Accepted by ICTAI 2020
  
  

• CBR Based Educational Method for the Postgraduate Course Image Processing and Machine Vision
  Xin Xu, Lei Liu (Supervisor as First Author)
  Accepted by ICIC 2018
  
  

Journal Paper

• Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition
  Lei Liu, Li Liu, Haizhou Li
  Published by IEEE TASLP.
  
  

• A Survey of CAPTCHA Technologies to Distinguish Between Human and Computer
  Xin Xu, Lei Liu (Supervisor as First Author), Bo Li
  Published by Neurocomputing.
  
  

• Rethinking Data Collection for Person Re-identification: Active Redundancy Reduction
  Xin Xu, Lei Liu (Supervisor as First Author), Xiaolong Zhang, Weili Guan, Ruimin Hu
  Published by Pattern Recognition.
  
  

• Multi-level Feature Fusion Model-based Real-time Person Re-identification for Forensics
  Shiqin Wang, Xin Xu, Lei Liu, Jing Tian
  Published by Journal of Real-Time Image Processing.
  
  

• Deep Camera-Aware Metric Learning for Person Reidentification
  Wei Liu, Ping Liang, Lei Liu, Zhiqiang Hao, Xin Xu
  Published by Wireless Communications and Mobile Computing.
  
  

• Slimmable Transformer with Hybrid Axial-attention for Medical Image Segmentation
  Yiyue Hu, Nan Mu, Lei Liu, Lei Zhang, Jingfeng Jiang, Xiaoning Li
  Published by Computers in Biology and Medicine.