V-SOINN: A topology preserving visualization method for multidimensional data. - Hui Dou 001; Baile Xu; Furao Shen; Jian Zhao 013 (Neurocomputing, 2021)

Understanding neural network through neuron level visualization. - Hui Dou 001; Furao Shen; Jian Zhao 013; Xinyu Mu (Neural Networks, 2023)

Approximate attention with MLP: a pruning strategy for attention-based model in multivariate time series forecasting. - Suhan Guo; Jiahong Deng; Yi Wei; Hui Dou 001; Furao Shen; Jian Zhao 013 (CoRR, 2024)

Explaining Model Overfitting in CNNs via GMM Clustering. - Hui Dou 001; Xinyu Mu; Mengjun Yi; Feng Han; Jian Zhao 013; Furao Shen (CoRR, 2024)

CS-QCFS: Bridging the performance gap in ultra-low latency spiking neural networks. - Hongchao Yang; Suorong Yang; Lingming Zhang; Hui Dou 001; Furao Shen; Jian Zhao 013 (Neural Networks, 2025)

CacheFL: Privacy-Preserving and Efficient Federated Cache Model Fine-Tuning for Vision-Language Models. - Mengjun Yi; Hanwen Zhang; Hui Dou 001; Jian Zhao 013; Furao Shen (CoRR, 2025)