Hardware and Algorithm Co-Optimization for pointwise convolution and channel shuffle in ShuffleNet V2. - Zimeng Fan 001; Wei Hu 001; Hong Guo 005; Fang Liu 031; Dian Xu (SMC, 2021)

Vis-TOP: Visual Transformer Overlay Processor. - Wei Hu 001; Dian Xu; Zimeng Fan 001; Fang Liu 031; Yanxiang He (CoRR, 2021)

Transfer learning of phase transitions in percolation and directed percolation. - Jianmin Shen; Fei-Yi Liu; Shi-Yang Chen 003; Dian Xu; Xiangna Chen; Shengfeng Deng; Wei Li; Gabor Papp; Chun-Bin Yang (CoRR, 2021)

Speformer: An Efficient Hardware-Software Cooperative Solution for Sparse Spectral Transformer. - Yang Sun; Wei Hu 001; Fang Liu 031; Min Jiang; Feihu Huang 003; Dian Xu (CSCloud/EdgeCom, 2022)

Balance Multi-Head Attention based on Software and Hardware Co-design. - Dian Xu; Wei Hu 001; Fang Liu 031; Zimeng Fan 001; Qingsong Shi (CSCloud/EdgeCom, 2022)

Software and Hardware Fusion Multi-Head Attention. - Wei Hu 001; Dian Xu; Fang Liu 031; Zimeng Fan 001 (KSEM (3), 2022)

Classification of Heads in Multi-head Attention Mechanisms. - Feihu Huang 003; Min Jiang; Fang Liu 031; Dian Xu; Zimeng Fan 001; Yonghao Wang (KSEM (3), 2022)

Autoencoder and Teaching-learning-based Optimizer for Mobile Edge Computing System Optimization Problems. - Dian Xu; Mengchu Zhou; Haitao Yuan 001 (SMC, 2023)

Unsupervised learning of site percolation based on shuffled configurations. - Dian Xu; Shanshan Wang; Feng Gao; Wei Li 100; Jianmin Shen (CoRR, 2023)

Hierarchical Diffusion Teaching-Learning-Based Optimizer with Variational Autoencoder for Mobile Edge Computing System Optimization. - Dian Xu; MengChu Zhou (ICSI, 2024)

Vision Transformer-based overlay processor for Edge Computing. - Fang Liu 031; Zimeng Fan 001; Wei Hu 001; Dian Xu; Min Peng 002; Jing He 001; Yanxiang He (Appl. Soft Comput., 2024)

A Hardware Design Framework for Computer Vision Models Based on Reconfigurable Devices. - Zimeng Fan 001; Wei Hu 001; Fang Liu 031; Dian Xu; Hong Guo 005; Yanxiang He; Min Peng 002 (ACM Trans. Reconfigurable Technol. Syst., 2024)

Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey. - MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah (IEEE CAA J. Autom. Sinica, 2024)

Cooperative Motion Planning for Persistent 3D Visual Coverage With Multiple Quadrotor UAVs. - Hongpeng Wang; Shangyuan Song; Qianghui Guo; Dian Xu; Xiaoyang Zhang; Peizhao Wang (IEEE Trans Autom. Sci. Eng., 2024)

Identifying Ising and percolation phase transitions based on KAN method. - Dian Xu; Shanshan Wang; Wei Li; Weibing Deng; Feng Gao; Jianmin Shen (CoRR, 2025)

Siamese Neural Network for Label-Efficient Critical Phenomena Prediction in 3D Percolation Models. - Shanshan Wang; Dian Xu; Jianmin Shen; Feng Gao; Wei Li; Weibing Deng (CoRR, 2025)