Weakly Supervised Attention Inference Generative Adversarial Network for Text-to-Image. - Lingrui Mei; Xuming Ran; Jin Hu (SSCI, 2019)

Bigeminal Priors Variational auto-encoder. - Xuming Ran; Mingkun Xu; Qi Xu; Huihui Zhou; Quanying Liu (CoRR, 2020)

Combining DC-GAN with ResNet for blood cell image classification. - Li Ma; Renjun Shuai; Xuming Ran; Wenjia Liu; Chao Ye (Medical Biol. Eng. Comput., 2020)

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review. - Jie Yuan; Xuming Ran; Keyin Liu; Chen Yao; Yi Yao; Haiyan Wu; Quanying Liu (CoRR, 2021)

Deep Auto-encoder with Neural Response. - Xuming Ran; Jie Zhang; Ziyuan Ye; Haiyan Wu; Qi Xu; Huihui Zhou; Quanying Liu (CoRR, 2021)

Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation. - Xuming Ran; Mingkun Xu; Lingrui Mei; Qi Xu; Quanying Liu (Neural Networks, 2022)

Robust Transcoding Sensory Information With Neural Spikes. - Qi Xu; Jiangrong Shen; Xuming Ran; Huajin Tang; Gang Pan 001; Jian K. Liu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks. - Qi Xu; Yuyuan Gao; Jiangrong Shen; Yaxin Li; Xuming Ran; Huajin Tang; Gang Pan 001 (NeurIPS, 2023)

AdaViPro: Region-Based Adaptive Visual Prompt For Large-Scale Models Adapting. - Mengyu Yang; Ye Tian; Lanshan Zhang; Xiao Liang; Xuming Ran; Wendong Wang (ICIP, 2024)

Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism. - Tingting Jiang; Qi Xu; Xuming Ran; Jiangrong Shen; Pan Lv; Qiang Zhang 008; Gang Pan 001 (ICLR, 2024)

Brain-inspired continual pre-trained learner via silent synaptic consolidation. - Xuming Ran; Juntao Yao; Yusong Wang; Mingkun Xu; Dianbo Liu (CoRR, 2024)

Prioritizing Causation in Decision Trees: A Framework for Interpretable Modeling. - Songming Zhang 002; Xiaofeng Chen 009; Xuming Ran; Zhongshan Li; Wenming Cao 006 (Eng. Appl. Artif. Intell., 2024)

Robust Sensory Information Reconstruction and Classification With Augmented Spikes. - Qi Xu; Sibo Liu; Xuming Ran; Yaxin Li; Jiangrong Shen; Huajin Tang; Jian K. Liu; Gang Pan 001; Qiang Zhang 008 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Efficient ANN-SNN Conversion with Error Compensation Learning. - Chang Liu; Jiangrong Shen; Xuming Ran; Mingkun Xu; Qi Xu; Yi Xu 008; Gang Pan 001 (CoRR, 2025)