A retina-inspired neural model for single image haze removal. - Yun Zhang; Qian Sun 014; Keyu Du; Hong Qu 002 (ACAI, 2023)

Spiking Vision Transformer with Saccadic Attention. - Shuai Wang 058; Malu Zhang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Yu Liang; Yimeng Shan; Qian Sun 014; Enqi Zhang; Yang Yang 002 (ICLR, 2025)

Temporal-coded Spiking Transformer. - Qian Sun 014; Chengzhuo Lu; Wenyu Chen 001; Wenjie Wei; Jingya Wang; Jieyuan Zhang; Xiaoli Liu; Yalan Ye; Yang Yang 002; Malu Zhang (ACM Multimedia, 2025)

ESTSformer: Efficient spatio-temporal spiking transformer. - Chengzhuo Lu; Huilin Du; Wenjie Wei; Qian Sun 014; Yuchen Wang; Dingyi Zeng; Wenyu Chen 001; Malu Zhang; Yang Yang 002 (Neural Networks, 2025)

Retina-Inspired Lightweight Spiking Convolutional Neural Network for Single-Image Dehazing. - Ya Zhang; Xiaoling Luo 001; Qian Sun 014; Yuchen Wang; Hong Qu 002; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformer. - Jingya Wang; Xin Deng; Wenjie Wei; Dehao Zhang; Shuai Wang 058; Qian Sun 014; Jieyuan Zhang; Hanwen Liu; Ning Xie; Malu Zhang (CoRR, 2025)

Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks. - Jieyuan Zhang; Xiaolong Zhou; Shuai Wang 058; Wenjie Wei; Hanwen Liu; Qian Sun 014; Malu Zhang; Yang Yang 002; Haizhou Li 001 (CoRR, 2025)

Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers. - Jingya Wang; Xin Deng; Wenjie Wei; Dehao Zhang; Shuai Wang 058; Qian Sun 014; Jieyuan Zhang; Hanwen Liu; Ning Xie; Malu Zhang (AAAI, 2026)

TP-Spikformer: Token Pruned Spiking Transformer. - Wenjie Wei; Xiaolong Zhou; Malu Zhang; Ammar Belatreche; Qian Sun 014; Yimeng Shan; Dehao Zhang; Zijian Zhou 005; Zeyu Ma 002; Yang Yang 002; Haizhou Li 001 (CoRR, 2026)