A Parameter Communication Optimization Strategy for Distributed Machine Learning in Sensors. - Jilin Zhang; Hangdi Tu; Yong-Jian Ren; Jian Wan 001; Li Zhou 008; Mingwei Li; Jue Wang 013; Lifeng Yu; Chang Zhao; Lei Zhang 196 (Sensors, 2017)

Research on Named Entity Recognition of Electronic Medical Records Based on RoBERTa and Radical-Level Feature. - Yue Wu; Jie Huang 014; Caie Xu; Huilin Zheng; Lei Zhang 196; Jian Wan 001 (Wirel. Commun. Mob. Comput., 2021)

A blockchain-based fine-grained data sharing scheme for e-healthcare system. - Gaofan Lin; Haijiang Wang 003; Jian Wan 001; Lei Zhang 196; Jie Huang 014 (J. Syst. Archit., 2022)

An Intelligent Epileptic Prediction System Based on Synchrosqueezed Wavelet Transform and Multi-Level Feature CNN for Smart Healthcare IoT. - Kunpeng Song; Jiajia Fang; Lei Zhang 196; Fangni Chen; Jian Wan 001; Neal N. Xiong (Sensors, 2022)

A Joint Extraction System Based on Conditional Layer Normalization for Health Monitoring. - Binbin Shi; Rongli Fan; Lijuan Zhang 004; Jie Huang 014; Neal Xiong 001; Athanasios V. Vasilakos; Jian Wan 001; Lei Zhang 196 (Sensors, 2023)

An Inner Product Predicate-Based Medical Data-Sharing and Privacy Protection System. - Zigang Wu; Haijiang Wang 003; Jian Wan 001; Lei Zhang 196; Jie Huang 014 (IEEE Access, 2024)

A Named Entity Recognition Method Based on Knowledge Distillation and Efficient GlobalPointer for Chinese Medical Texts. - Zhengwei Zhai; Rongli Fan; Jie Huang 014; Neal N. Xiong; Lijuan Zhang 004; Jian Wan 001; Lei Zhang 196 (IEEE Access, 2024)

A novel joint extraction model based on cross-attention mechanism and global pointer using context shield window. - Zhengwei Zhai; Rongli Fan; Jie Huang 014; Neal Xiong 001; Lijuan Zhang 004; Jian Wan 001; Lei Zhang 196 (Comput. Speech Lang., 2024)

A Novel Negative Sample Generation Method for Contrastive Learning in Hierarchical Text Classification. - Juncheng Zhou; Lijuan Zhang 004; Yachen He; Rongli Fan; Lei Zhang 196; Jian Wan 001 (COLING, 2025)

DCT-DiffPose: A Lightweight Diffusion Model With Multi-Hypothesis for 3D Human Pose Estimation. - Linzhan Zhong; Fangni Chen; Bolun Zheng; Rui Feng; Lei Zhang 196; Jian Wan 001 (IEEE Access, 2025)

An improved two-stage zero-shot relation triplet extraction model with hybrid cross-entropy loss and discriminative reranking. - Diyou Li; Lijuan Zhang 004; Juncheng Zhou; Jie Huang 014; Neal N. Xiong; Lei Zhang 196; Jian Wan 001 (Expert Syst. Appl., 2025)