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

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

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

Hierarchical Diffusion Teaching-Learning-Based Optimizer with Variational Autoencoder for Mobile Edge Computing System Optimization - Dian Xu; MengChu Zhou (Advances in Swarm Intelligence - 15th International Conference on Swarm Intelligence, ICSI 2024, Xining, China, August 23-26, 2024, Proceedings, Part II, 2024)

Autoencoder and Teaching-learning-based Optimizer for Mobile Edge Computing System Optimization Problems - Dian Xu; Mengchu Zhou; Haitao Yuan (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023, Honolulu, Oahu, HI, USA, October 1-4, 2023, 2023)

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

Balance Multi-Head Attention based on Software and Hardware Co-design - Dian Xu; Wei Hu; Fang Liu; Zimeng Fan; Qingsong Shi (9th IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2022/8th IEEE International Conference on Edge Computing and Scalable Cloud, EdgeCom 2022, Xi'an, China, June 25-27, 2022, 2022)

Speformer: An Efficient Hardware-Software Cooperative Solution for Sparse Spectral Transformer - Yang Sun; Wei Hu; Fang Liu; Min Jiang; Feihu Huang; Dian Xu (9th IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2022/8th IEEE International Conference on Edge Computing and Scalable Cloud, EdgeCom 2022, Xi'an, China, June 25-27, 2022, 2022)

Software and Hardware Fusion Multi-Head Attention - Wei Hu; Dian Xu; Fang Liu; Zimeng Fan (Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part III, 2022)

Classification of Heads in Multi-head Attention Mechanisms - Feihu Huang; Min Jiang; Fang Liu; Dian Xu; Zimeng Fan; Yonghao Wang (Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part III, 2022)

Hardware and Algorithm Co-Optimization for pointwise convolution and channel shuffle in ShuffleNet V2 - Zimeng Fan; Wei Hu; Hong Guo; Fang Liu; Dian Xu (2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021, Melbourne, Australia, October 17-20, 2021, 2021)

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

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