Shi, Xinyu

11 publications

ICLR 2026 CaRe-BN: Precise Moving Statistics for Stabilizing Spiking Neural Networks in Reinforcement Learning Zijie Xu, Xinyu Shi, Yiting Dong, Zihan Huang, Zhaofei Yu

ICLR 2026 How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining Kairong Luo, Zhenbo Sun, Haodong Wen, Xinyu Shi, Jiarui Cui, Chenyi Dang, Kaifeng Lyu, Wenguang Chen

NeurIPS 2025 Activity Pruning for Efficient Spiking Neural Networks Tong Bu, Xinyu Shi, Zhaofei Yu

NeurIPS 2025 SCAN: Self-Denoising Monte Carlo Annotation for Robust Process Reward Learning Yuyang Ding, Xinyu Shi, Juntao Li, Xiaobo Liang, Zhaopeng Tu, Min Zhang

ICLR 2024 A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-Hierarchical Model Zecheng Hao, Xinyu Shi, Zihan Huang, Tong Bu, Zhaofei Yu, Tiejun Huang

NeurIPS 2024 LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart Through Learnable Multi-Hierarchical Threshold Model Zecheng Hao, Xinyu Shi, Yujia Liu, Zhaofei Yu, Tiejun Huang

NeurIPS 2024 Spiking Transformer with Experts Mixture Zhaokun Zhou, Yijie Lu, Yanhao Jia, Kaiwei Che, Jun Niu, Liwei Huang, Xinyu Shi, Yuesheng Zhu, Guoqi Li, Zhaofei Yu, Li Yuan

CVPR 2024 SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks Xinyu Shi, Zecheng Hao, Zhaofei Yu

ICLR 2024 Threaten Spiking Neural Networks Through Combining Rate and Temporal Information Zecheng Hao, Tong Bu, Xinyu Shi, Zihan Huang, Zhaofei Yu, Tiejun Huang

ICLR 2024 Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework Xinyu Shi, Jianhao Ding, Zecheng Hao, Zhaofei Yu

ECCV 2022 Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng