Yuhong Chou
7 papers · 2023–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Research topics
Keywords
spiking neural network
(5)
energy efficiency
(2)
attention mechanism
(2)
neuromorphic hardware
(2)
object detection
(1)
point cloud
(1)
3d vision
(1)
neural network optimization
(1)
parallel computing
(1)
temporal dependencies
(1)
linear approximation
(1)
linear complexity
(1)
state space model
(1)
surrogate gradient
(1)
linear attention
(1)
residual connection
(1)
softmax attention
(1)
gated attention
(1)
sparse convolution
(1)
linear complexity model
(1)
Papers
Efficient 3D Recognition with Event-driven Spike Sparse Convolution
AAAI 2025
MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling
ACL 2025
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks
AAAI 2024
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
ICML 2024
Integer-Valued Training and Spike-driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
ECCV 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
NeurIPS 2024
Deep Directly-Trained Spiking Neural Networks for Object Detection
ICCV 2023