发表/录用的部分论文
发布时间：2025-08-18
点击次数：
- 发布时间：
- 2025-08-18
- 文章标题：
- 发表/录用的部分论文
- 内容：
- 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，清华推荐A类)
- 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)
- 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)
- 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：14.5，JCR 1区)
- 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)
- 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. (Accepted, 第一作者，中科院1区)
- 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)
- Jiangrong Shen, Jian K. Liu, Yueming Wang. Dynamic Spatiotemporal Pattern Recognition With Recurrent Spiking Neural Network. Neural Computation. 33 (11): 2971–2995. 2021. (第一作者，影响因子：2.03，CCF-B)
- 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)
- 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）
- Chang Liu#, Jiangrong Shen#, Xuming Ran, Mingkun Xu, Qi Xu, Yi Xu, Gang Pan. Efficient ANN-SNN Conversion with Error Compensation Learning. ICML 2025. (共同一作，CCF-A)
- Wei Miao#, Jiangrong Shen#, Qi Xu, Timo Hamalainen, Yi Xu, Fengyu Cong. SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2025. (共同一作，CCF-A)
- Wei Miao#, Jiangrong Shen#, Hongming Xu, Tommi Kärkkäinen, Qi Xu, Yi Xu, Fengyu Cong. Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer. ACMMM 2025. (第一作者，CCF-A)
- Wenyao Ni, Jiangrong Shen*, Qi Xu, Huajin Tang*. ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2025. (共同通讯作者，CCF-A)
- Shuang Lian, Jiangrong Shen*, Ziming Wang, and Huajin Tang. IM-LIF: Improved Neuronal Dynamics with Attention Mechanism for Direct Training Deep Spiking Neural Network. IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI). 8(2):2075 - 2085. 2024. (通讯作者，影响因子：5.3)
- Qi Xu, Jie Deng, Jiangrong Shen*, Biwu Chen, Huajin Tang, Gang Pan*. Hybrid Spiking Vision Transformer for Object Detection with Event Cameras. ICML 2025. （共同通讯， CCF-A）
- Jiayu Zhang, Jiangrong Shen*, Zeke Wang, Qinghai Guo, Rui Yan, Gang Pan & Huajin Tang*. SpikingMiniLM: Energy-efficient Spiking Transformer for Natural Language Understanding. Science China information Science. 2024.（CCF-B；共同通讯作者）
- Qi Xu, Yaxin Li, Jiangrong Shen*, Pingping Zhang, Jian K. Liu, Huajin Tang, Gang Pan*. Hierarchical Spiking-Based Model for Efficient Image Classification with Enhanced Feature Extraction and Encoding. IEEE Transactions on Neural Networks and Learning Systems. 35(7).9277 - 9285. 2024 (共同通讯，影响因子：14.5，JCR1区)
- Qi Xu, Yaxin Li, Jiangrong Shen*, Jian K Liu, Huajin Tang, Gang Pan*. Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation. CVPR. 2023. (共同通讯, CCF-A)
- Wei Gao#, Jiangrong Shen#, Yipeng Lin, Kejun Wang, Zheng Lin, Huajin Tang, Xiaodong Chen. Sequential sparse autoencoder for dynamic heading representation in ventral intraparietal area[J]. Computers in Biology and Medicine, 2023: 107114. (共同一作，影响因子6.698，JCR1区，中科院二区)
- Jianing Han, Jiangrong Shen*, Qi Xu, Jian Liu, Huajin Tang. The Balanced Multi-Modal Spiking Neural Networks with Online Loss Adjustment and Time Alignment. IEEE Conference on Multimedia Expo. 2024. (Accept, 通讯作者，CCF-B)