Shan, Yimeng

7 publications

AAAI 2025 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan, Malu Zhang, Ruijie Zhu, Xuerui Qiu, Jason K. Eshraghian, Haicheng Qu

NeurIPS 2025 Bipolar Self-Attention for Spiking Transformers Shuai Wang, Malu Zhang, Jingya Wang, Dehao Zhang, Yimeng Shan, Jieyuan Zhang, Yichen Xiao, Honglin Cao, Haonan Zhang, Zeyu Ma, Yang Yang, Haizhou Li

ICLR 2025 QP-SNN: Quantized and Pruned Spiking Neural Networks Wenjie Wei, Malu Zhang, Zijian Zhou, Ammar Belatreche, Yimeng Shan, Yu Liang, Honglin Cao, Jieyuan Zhang, Yang Yang

ICLR 2025 Quantized Spike-Driven Transformer Xuerui Qiu, Malu Zhang, Jieyuan Zhang, Wenjie Wei, Honglin Cao, Junsheng Guo, Rui-Jie Zhu, Yimeng Shan, Yang Yang, Haizhou Li

CVPR 2025 Rethinking Spiking Self-Attention Mechanism: Implementing A-XNOR Similarity Calculation in Spiking Transformers Yichen Xiao, Shuai Wang, Dehao Zhang, Wenjie Wei, Yimeng Shan, Xiaoli Liu, Yulin Jiang, Malu Zhang

NeurIPS 2025 S$^2$NN: Sub-Bit Spiking Neural Networks Wenjie Wei, Malu Zhang, Jieyuan Zhang, Ammar Belatreche, Shuai Wang, Yimeng Shan, Hanwen Liu, Honglin Cao, Guoqing Wang, Yang Yang, Haizhou Li

ICLR 2025 Spiking Vision Transformer with Saccadic Attention Shuai Wang, Malu Zhang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Yu Liang, Yimeng Shan, Qian Sun, Enqi Zhang, Yang Yang