Jiangrong Shen
17 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (11)
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Conference Polyglot
(7)
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Academic Marathon
(7)
🐣
Hot Topic Early Bird
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Dynamic Duo
(14)
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Deep Specialist
(10)
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(17)
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Prolific Year
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Keyword Collector
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Conferences
AAAI (4)
ICML (4)
IJCAI (3)
ICLR (2)
NIPS (2)
CVPR (1)
EMNLP (1)
Top co-authors
Keywords
spiking neural network
(10)
neural network optimization
(2)
feature extraction
(2)
knowledge distillation
(2)
surrogate gradient
(2)
class incremental learning
(2)
continual learning
(1)
reinforcement learning
(1)
neural network pruning
(1)
object detection
(1)
attention mechanism
(1)
knowledge transfer
(1)
structure learning
(1)
network pruning
(1)
image classification
(1)
energy efficiency
(1)
efficient computing
(1)
neuromorphic computing
(1)
membrane potential
(1)
temporal information
(1)
Papers
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
ICLR 2025
Efficient ANN-SNN Conversion with Error Compensation Learning
ICML 2025
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
ICML 2025
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
ICML 2025
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks
AAAI 2025
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning
AAAI 2025
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling
EMNLP 2025
Towards efficient deep spiking neural networks construction with spiking activity based pruning
ICML 2024
Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
ICLR 2024
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning
AAAI 2024
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks
IJCAI 2023
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
NIPS 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks
AAAI 2023
Constructing Deep Spiking Neural Networks From Artificial Neural Networks With Knowledge Distillation
CVPR 2023
EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks
NIPS 2023
CSNN: An Augmented Spiking based Framework with Perceptron-Inception
IJCAI 2018
Jointly Learning Network Connections and Link Weights in Spiking Neural Networks
IJCAI 2018