 |
申江荣 |
类脑计算；神经拟态计算；脑机接口
工作经历
2025.12 至今，西安交通大学计算机学院，特聘研究员、长聘副教授；
2024.10 至 2025.12，西安交通大学计算机学院，助理教授；
2022.03 至 2024.09，浙江大学，计算机科学与技术学院/脑机智能全国重点实验室博士后、助理研究员。
教育经历
2015.09 至 2022.03, 浙江大学, 计算机科学与技术, 直接攻博；
2019.08 至 2020.03, 莱斯特大学, 系统神经科学中心。
1.国家自然科学基金委员会，青年科学基金项目，主持；
2.科技部，国家科技重大专项，课题负责人；
3.科技部, 国家重点研发计划，子课题负责人；
4.***项目，课题负责人；
5.脑机智能全国重点实验室开放课题，主持；
6.中国博士后科学基金特别资助（站中），主持；
7.国家资助博士后研究人员计划B类资助，主持。
8.中国博士后面上项目，主持；
9.横向课题，上海无线电设备研究所，主持。
[1] Jiangrong Shen, Liang Zhao, Qi Xu, Yuqi Yang, Liangjun Chen, Gang Pan, Badong Chen. Robust Selective Activation with Randomized Temporal K-Winner-Take-All in Spiking Neural Networks for Continual Learning," in International Conference on Learning Representations (ICLR), 2026. (第一作者，CCF-A)
[2] Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen. Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency. ICLR. 2025. (第一作者，CCF-A)
[3] Jiangrong Shen, Wenyao Ni, Qi Xu, Huajin Tang. Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2024. (第一作者，CCF-A)
[4] Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang. ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2023. (第一作者，CCF-A)
[5] Jiangrong Shen, Yu Zhao, Jian K Liu, Yueming Wang. HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks. IEEE Transactions on Neural Networks and Learning Systems. 34(9): 5841 – 5855. 2023. (第一作者，影响因子：10.5，JCR 1区)
[6] Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen. Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning. ACMMM 2025. (第一作者，CCF-A)
[7] Jiangrong Shen, Kejun Wang, Wei Gao, Jian K. Liu, Qi Xu, Gang Pan, Xiaodong Chen, Huajin Tang. Temporal spiking generative adversarial networks for heading direction decoding. Neural Networks. 2024. (第一作者，中科院1区)
[8]Jiangrong Shen , Wenyao Ni, Qi Xu, Gang Pan, Huajin Tang. Context gating in spiking neural networks: Achieving lifelong learning through integration of local and global plasticity. Knowledge-Based Systems. 2025. (第一作者，中科院一区)
[9] Qi Xu, Yuyuan Gao, Jiangrong Shen*, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan. Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks. Advances in Neural Information Processing Systems 36 (NeurIPS). 2023. (通讯作者，CCF-A)
[10]Qi Xu, Junyang Zhu, Dongdong Zhou, Hao Chen, Yang Liu, Jiangrong Shen*, Qiang Zhang. Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning. ICML 2025. （通讯作者，CCF-A）