Man Yao
12 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Triple Crown
π
Grand Slam
π€
Dynamic Duo
(12)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(10)
Architectures
(10)
Machine Learning
(9)
Application Areas
(5)
Optimization & Theory Β· Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory Β· Deep Learning
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Cognitive Science
(1)
Learning Types
(1)
Keywords
spiking neural network
(9)
energy efficiency
(4)
transformer architecture
(3)
image classification
(2)
linear attention
(2)
temporal attention
(2)
attention mechanism
(1)
membrane potential
(1)
neuromorphic computing
(1)
efficient computing
(1)
3d vision
(1)
image segmentation
(1)
parallel computing
(1)
neuromorphic hardware
(1)
linear complexity
(1)
model architecture
(1)
linear approximation
(1)
state space model
(1)
temporal dependencies
(1)
point cloud
(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
MVA: Linear Attention with High-order Query-Keys Integration and Multi-level Vocabulary Decomposition
ICML 2025
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
AAAI 2025
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
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
ICLR 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
ACL 2024
Inherent Redundancy in Spiking Neural Networks
ICCV 2023
Spike-driven Transformer
NeurIPS 2023
Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification
ICCV 2021