When Spiking Neural Networks Meet Temporal Attention Image Decoding and Adaptive Spiking Neuron. - Xuerui Qiu; Zheng Luan; Zhaorui Wang 005; Rui-Jie Zhu 003 (Tiny Papers @ ICLR, 2023)

OR Residual Connection Achieving Comparable Accuracy to ADD Residual Connection in Deep Residual Spiking Neural Networks. - Yimeng Shan; Xuerui Qiu; Rui-Jie Zhu 003; Ruike Li; Meng Wang; Haicheng Qu (CoRR, 2023)

Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks. - Xuerui Qiu; Rui-Jie Zhu 003; Yuhong Chou; Zhaorui Wang 005; Liang-Jian Deng; Guoqi Li (AAAI, 2024)

Using spiking neural networks to assist fine art and philology study: to classify styles of Chinese calligraphy with minimal computing power. - Zheng Luan; Xiangqi Kong; Shuimu Zeng; Yuke Yao; Yaxuan Zhang; Xuerui Qiu (Tiny Papers @ ICLR, 2024)

High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost. - Jiakui Hu; Man Yao; Xuerui Qiu; Yuhong Chou; Yuxuan Cai; Ning Qiao; Yonghong Tian 001; Bo Xu 002; Guoqi Li (ICML, 2024)

RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding. - Keming Wu; Man Yao; Yuhong Chou; Xuerui Qiu; Rui Yang; Bo Xu 002; Guoqi Li (ACM Multimedia, 2024)

Event-Driven Learning for Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Jilin Zhang; Ammar Belatreche; Jibin Wu; Zijing Xu; Xuerui Qiu; Hong Chen 002; Yang Yang 002; Haizhou Li 001 (CoRR, 2024)

Scalable Autoregressive Image Generation with Mamba. - Haopeng Li; Jinyue Yang; Kexin Wang; Xuerui Qiu; Yuhong Chou; Xin Li; Guoqi Li (CoRR, 2024)

Tensor decomposition based attention module for spiking neural networks. - Haoyu Deng; Rui-Jie Zhu 003; Xuerui Qiu; Yule Duan; Malu Zhang; Liang-Jian Deng (Knowl. Based Syst., 2024)

Efficient 3D Recognition with Event-driven Spike Sparse Convolution. - Xuerui Qiu; Man Yao; Jieyuan Zhang; Yuhong Chou; Ning Qiao; Shibo Zhou; Bo Xu 002; Guoqi Li (AAAI, 2025)

Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning. - Yimeng Shan; Malu Zhang; Ruijie Zhu 003; Xuerui Qiu; Jason K. Eshraghian; Haicheng Qu (AAAI, 2025)

Quantized Spike-driven Transformer. - Xuerui Qiu; Malu Zhang; Jieyuan Zhang; Wenjie Wei; Honglin Cao; Junsheng Guo; Rui-Jie Zhu 003; Yimeng Shan; Yang Yang 002; Haizhou Li 001 (ICLR, 2025)

UniF2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models. - Junzhe Li; Xuerui Qiu; Linrui Xu; Liya Guo; Delin Qu; Tingting Long; Chun Fan; Ming Li (CoRR, 2025)

Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking. - Ziyi Wang; Songbai Tan; Gang Xu; Xuerui Qiu; Hongbin Xu; Xin Meng; Ming Li 011; Fei Richard Yu (CoRR, 2025)

Scaling Spike-Driven Transformer With Efficient Spike Firing Approximation Training. - Man Yao; Xuerui Qiu; Tianxiang Hu; Jiakui Hu; Yuhong Chou; Keyu Tian; Jianxing Liao; Luziwei Leng; Bo Xu 002; Guoqi Li (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking. - Zihan Su; Xuerui Qiu; Hongbin Xu; Tangyu Jiang; Junhao Zhuang; Chun Yuan; Ming Li; Shengfeng He; Fei Richard Yu (CoRR, 2025)

SVL: Spike-based Vision-language Pretraining for Efficient 3D Open-world Understanding. - Xuerui Qiu; Peixi Wu; Yaozhi Wen; Shaowei Gu; Yuqi Pan; Xinhao Luo; Bo Xu 002; Guoqi Li (CoRR, 2025)