Jiangrong Shen

61 papers A* 20A 1B 3Journal 35Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Simple Efficiency Incremental Learning Framework via Vision-Language Model with Nonlinear Multi-Adapters.
CoRR
Haihua Luo, Xuming Ran, Jiangrong Shen, Timo Hämäläinen, Zhonghua Chen, Qi Xu, Fengyu Cong
2026 J jnl
Generic-to-Personalised Learning for Multimodal Image Synthesis With Bidirectional Variational GAN.
IEEE Trans. Multim.
Long Chen, Xirui Dong, Jiangrong Shen, Lu Zhang, Qi Xu, Gang Pan, Qiang Zhang
2026 J jnl
Key-Value Pair-Free Continual Learner via Task-Specific Prompt-Prototype.
CoRR
Haihua Luo, Xuming Ran, Zhengji Li, Huiyan Xue, Tingting Jiang, Jiangrong Shen, Tommi Kärkkäinen, Qi Xu, Fengyu Cong
2026 J jnl
Key-value pair-free continual learner via task-specific prompt-prototype.
Neural Networks
Haihua Luo, Xuming Ran, Zhengji Li, Huiyan Xue, Tingting Jiang, Jiangrong Shen, Tommi Kärkkäinen, Qi Xu, Fengyu Cong
2026 J jnl
Reversible Lifelong Model Editing via Semantic Routing-Based LoRA.
CoRR
Haihua Luo, Xuming Ran, Tommi Kärkkäinen, Zhonghua Chen, Jiangrong Shen, Qi Xu, Fengyu Cong
2025 A* conf
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning.
AAAI
Wenyao Ni, Jiangrong Shen, Qi Xu, Huajin Tang
2025 A* conf
Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer.
ACM Multimedia
Wei Miao, Jiangrong Shen, Hongming Xu, Tommi Kärkkäinen, Qi Xu, Yi Xu, Fengyu Cong
2025 J jnl
BAUODNET for Class Imbalance Learning in Underwater Object Detection.
IEEE Trans. Emerg. Top. Comput. Intell.
Long Chen, Haohan Yu, Xirui Dong, Yaxin Li, Jialie Shen, Jiangrong Shen, Qi Xu
2025 J jnl
Context gating in spiking neural networks: Achieving lifelong learning through integration of local and global plasticity.
Knowl. Based Syst.
Jiangrong Shen, Wenyao Ni, Qi Xu, Gang Pan, Huajin Tang
2025 A* conf
Efficient ANN-SNN Conversion with Error Compensation Learning.
ICML
Chang Liu, Jiangrong Shen, Xuming Ran, Mingkun Xu, Qi Xu, Yi Xu, Gang Pan
2025 J jnl
Efficient ANN-SNN Conversion with Error Compensation Learning.
CoRR
Chang Liu, Jiangrong Shen, Xuming Ran, Mingkun Xu, Qi Xu, Yi Xu, Gang Pan
2025 A* conf
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras.
ICML
Qi Xu, Jie Deng, Jiangrong Shen, Biwu Chen, Huajin Tang, Gang Pan
2025 J jnl
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras.
CoRR
Qi Xu, Jie Deng, Jiangrong Shen, Biwu Chen, Huajin Tang, Gang Pan
2025 A* conf
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency.
ICLR
Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen
2025 J jnl
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency.
CoRR
Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen
2025 J jnl
Neuromorphic Auditory Perception by Neural Spiketrum.
IEEE Trans. Emerg. Top. Comput. Intell.
Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan, Gang Pan
2025 J jnl
Robust Sensory Information Reconstruction and Classification With Augmented Spikes.
IEEE Trans. Neural Networks Learn. Syst.
Qi Xu, Sibo Liu, Xuming Ran, Yaxin Li, Jiangrong Shen, Huajin Tang, Jian K. Liu, Gang Pan, Qiang Zhang
2025 A* conf
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning.
ICML
Qi Xu, Junyang Zhu, Dongdong Zhou, Hao Chen, Yang Liu, Jiangrong Shen, Qiang Zhang
2025 J jnl
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning.
CoRR
Qi Xu, Junyang Zhu, Dongdong Zhou, Hao Chen, Yang Liu, Jiangrong Shen, Qiang Zhang
2025 A* conf
Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning.
ACM Multimedia
Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen
2025 J jnl
Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning.
CoRR
Jiangrong Shen, Yulin Xie, Qi Xu, Gang Pan, Huajin Tang, Badong Chen
2025 A* conf
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks.
AAAI
Wei Miao, Jiangrong Shen, Qi Xu, Timo Hämäläinen, Yi Xu, Fengyu Cong
2025 — conf
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling.
EMNLP (Industry Track)
Xiaoyu Liu, Di Liang, Hongyu Shan, Peiyang Liu, Yonghao Liu, Muling Wu, Yuntao Li, Xianjie Wu, Li Miao, Jiangrong Shen, Minlong Peng
2025 J jnl
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling.
CoRR
Xiaoyu Liu, Di Liang, Hongyu Shan, Peiyang Liu, Yonghao Liu, Muling Wu, Yuntao Li, Xianjie Wu, Li Miao, Jiangrong Shen, Minlong Peng
2025 J jnl
Temporal spiking generative adversarial networks for heading direction decoding.
Neural Networks
Jiangrong Shen, Kejun Wang, Wei Gao, Jian K. Liu, Qi Xu, Gang Pan, Xiaodong Chen, Huajin Tang
2024 J jnl
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning.
CoRR
Wenyao Ni, Jiangrong Shen, Qi Xu, Huajin Tang
2024 A* conf
Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism.
ICLR
Tingting Jiang, Qi Xu, Xuming Ran, Jiangrong Shen, Pan Lv, Qiang Zhang, Gang Pan
2024 J jnl
Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity.
CoRR
Jiangrong Shen, Wenyao Ni, Qi Xu, Gang Pan, Huajin Tang
2024 A* conf
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning.
AAAI
Jiangrong Shen, Wenyao Ni, Qi Xu, Huajin Tang
2024 J jnl
Efficient Structure Slimming for Spiking Neural Networks.
IEEE Trans. Artif. Intell.
Yaxin Li, Xuanye Fang, Yuyuan Gao, Dongdong Zhou, Jiangrong Shen, Jian K. Liu, Gang Pan, Qi Xu
2024 J jnl
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks.
CoRR
Qi Xu, Yuyuan Gao, Jiangrong Shen, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan
2024 J jnl
Hierarchical Spiking-Based Model for Efficient Image Classification With Enhanced Feature Extraction and Encoding.
IEEE Trans. Neural Networks Learn. Syst.
Qi Xu, Yaxin Li, Jiangrong Shen, Pingping Zhang, Jian K. Liu, Huajin Tang, Gang Pan
2024 J jnl
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuang Lian, Jiangrong Shen, Ziming Wang, Huajin Tang
2024 A* conf
RSNN: Recurrent Spiking Neural Networks for Dynamic Spatial-Temporal Information Processing.
ACM Multimedia
Qi Xu, Xuanye Fang, Yaxin Li, Jiangrong Shen, De Ma, Yi Xu, Gang Pan
2024 A* conf
Reversing Structural Pattern Learning with Biologically Inspired Knowledge Distillation for Spiking Neural Networks.
ACM Multimedia
Qi Xu, Yaxin Li, Xuanye Fang, Jiangrong Shen, Qiang Zhang, Gang Pan
2024 J jnl
SpikingMiniLM: energy-efficient spiking transformer for natural language understanding.
Sci. China Inf. Sci.
Jiayu Zhang, Jiangrong Shen, Zeke Wang, Qinghai Guo, Rui Yan, Gang Pan, Huajin Tang
2024 A conf
The Balanced Multi-Modal Spiking Neural Networks with Online Loss Adjustment and Time Alignment.
ICME
Jianing Han, Jiangrong Shen, Qi Xu, Jian K. Liu, Huajin Tang
2024 J jnl
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning.
CoRR
Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan
2024 A* conf
Towards efficient deep spiking neural networks construction with spiking activity based pruning.
ICML
Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan
2023 J jnl
Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks.
CoRR
Qi Xu, Yaxin Li, Xuanye Fang, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan
2023 B conf
Bipolar Population Threshold Encoding for Audio Recognition with Deep Spiking Neural Networks.
IJCNN
Xiaocui Lin, Jiangrong Shen, Jun Wen, Huajin Tang
2023 A* conf
Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation.
CVPR
Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan
2023 J jnl
Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation.
CoRR
Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan
2023 A* conf
EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks.
NeurIPS
Zihang Shao, Xuanye Fang, Yaxin Li, Chaoran Feng, Jiangrong Shen, Qi Xu
2023 A* conf
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks.
AAAI
Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang
2023 J jnl
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks.
CoRR
Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang
2023 A* conf
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks.
NeurIPS
Qi Xu, Yuyuan Gao, Jiangrong Shen, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan
2023 J jnl
HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang
2023 J jnl
LaSNN: Layer-wise ANN-to-SNN Distillation for Effective and Efficient Training in Deep Spiking Neural Networks.
CoRR
Di Hong, Jiangrong Shen, Yu Qi, Yueming Wang
2023 A* conf
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks.
IJCAI
Shuang Lian, Jiangrong Shen, Qianhui Liu, Ziming Wang, Rui Yan, Huajin Tang
2023 J jnl
Neuromorphic Auditory Perception by Neural Spiketrum.
CoRR
Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan
2023 J jnl
Sequential sparse autoencoder for dynamic heading representation in ventral intraparietal area.
Comput. Biol. Medicine
Wei Gao, Jiangrong Shen, Yipeng Lin, Kejun Wang, Zheng Lin, Huajin Tang, Xiaodong Chen
2023 J jnl
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion.
Int. J. Autom. Comput.
Jianing Han, Ziming Wang, Jiangrong Shen, Huajin Tang
2022 B conf
Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance.
IJCNN
Qi Xu, Dongdong Zhou, Jian Wang, Jiangrong Shen, Lauri Kettunen, Fengyu Cong
2022 J jnl
Robust Transcoding Sensory Information With Neural Spikes.
IEEE Trans. Neural Networks Learn. Syst.
Qi Xu, Jiangrong Shen, Xuming Ran, Huajin Tang, Gang Pan, Jian K. Liu
2021 J jnl
Dynamic Spatiotemporal Pattern Recognition With Recurrent Spiking Neural Network.
Neural Comput.
Jiangrong Shen, Jian K. Liu, Yueming Wang
2020 J jnl
Deep CovDenseSNN: A hierarchical event-driven dynamic framework with spiking neurons in noisy environment.
Neural Networks
Qi Xu, Jianxin Peng, Jiangrong Shen, Huajin Tang, Gang Pan
2020 B conf
Recognizing Scoring in Basketball Game from AER Sequence by Spiking Neural Networks.
IJCNN
Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang
2018 A* conf
CSNN: An Augmented Spiking based Framework with Perceptron-Inception.
IJCAI
Qi Xu, Yu Qi, Hang Yu, Jiangrong Shen, Huajin Tang, Gang Pan
2018 A* conf
Jointly Learning Network Connections and Link Weights in Spiking Neural Networks.
IJCAI
Yu Qi, Jiangrong Shen, Yueming Wang, Huajin Tang, Hang Yu, Zhaohui Wu, Gang Pan
2017 — conf
Character recognition from trajectory by recurrent spiking neural networks.
EMBC
Jiangrong Shen, Kang Lin, Yueming Wang, Gang Pan