Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-Performance and Energy-Efficient Object Detection. - Xinhao Luo; Man Yao; Yuhong Chou; Bo Xu 002; Guoqi Li (ECCV (32), 2024)

Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation. - Zhenxin Lei; Man Yao; Jiakui Hu; Xinhao Luo; Yanye Lu; Bo Xu 002; Guoqi Li (AAAI, 2025)

VQ-LLM: High-performance Code Generation for Vector Quantization Augmented LLM Inference. - Zihan Liu 002; Xinhao Luo; Junxian Guo; Wentao Ni; Yangjie Zhou 001; Yue Guan 003; Cong Guo 003; Weihao Cui; Yu Feng 007; Minyi Guo; Yuhao Zhu 001; Minjia Zhang; et al. (HPCA, 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)