MWA-MNN: Multi-patch Wavelet Attention Memristive Neural Network for image restoration. - Dirui Xie; He Xiao; Yue Zhou; Shukai Duan 001; Xiaofang Hu (Expert Syst. Appl., 2024)

MDCNet: Long-term time series forecasting with mode decomposition and 2D convolution. - Jing Su; Dirui Xie; Yuanzhi Duan; Yue Zhou; Xiaofang Hu; Shukai Duan 001 (Knowl. Based Syst., 2024)

Neuromorphic Vision Restoration Network for Advanced Driver Assistance System. - Dirui Xie; He Xiao; Xiaofang Hu; Yue Zhou 015; Guangdong Zhou; Shukai Duan 001 (IEEE Trans. Consumer Electron., 2024)

Brain-Inspired Recognition System Based on Multimodal In-Memory Computing Framework for Edge AI. - He Xiao; Dirui Xie; Xiaofang Hu; Yue Zhou 015; Guangdong Zhou; Shukai Duan 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

A Global Self-Attention Memristive Neural Network for Image Restoration. - Wenhao Zhang; He Xiao; Dirui Xie; Yue Zhou 011; Shukai Duan 001; Xiaofang Hu (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Reffusion: Enhancement Conditional Diffusion Framework with Dual Domain Interaction Transformer for image restoration. - Dirui Xie; Xiaofang Hu; He Xiao; Yue Zhou; Shukai Duan 001 (Knowl. Based Syst., 2025)

Memristive Bi-Path Wavelet Transformer for low-light image enhancement. - Dirui Xie; Qi Cheng; Yue Zhou; Xiaofang Hu (Appl. Intell., 2025)

Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models. - He Xiao; Qingyao Yang; Dirui Xie; Wendong Xu; Wenyong Zhou; Haobo Liu; Zhengwu Liu; Ngai Wong 001 (CoRR, 2025)

All-in-one adverse weather removal via dual state space-based diffusion model with degradation-aware guidance. - Dirui Xie; Xiaofang Hu; Yue Zhou; Shukai Duan 001 (Pattern Recognit., 2026)