Zhengyu Ma
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Conference Polyglot (5) π Interdisciplinary Bridge
π
Cross-Pollinator
(9)
π
Keyword Champion
(2)
π
Grand Slam
π
Century Club
(10)
Conferences
AAAI (4)
NIPS (3)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
spiking neural network
(7)
neuromorphic hardware
(2)
spiking transformer
(2)
energy efficiency
(2)
computational neuroscience
(1)
visual cortex
(1)
contrastive learning
(1)
temporal information
(1)
self-attention mechanism
(1)
brain-computer interface
(1)
network pruning
(1)
neural representation
(1)
multi-view learning
(1)
gradient computation
(1)
visual pathway
(1)
natural language generation
(1)
hierarchical structure
(1)
feedback connections
(1)
vision transformer
(1)
image classification
(1)
Papers
Spikingformer: A Key Foundation Model for Spiking Neural Networks
AAAI 2026
Parallel Training Time-to-First-Spike Spiking Neural Networks
AAAI 2026
SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition
AAAI 2026
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
NIPS 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder
ACL 2024
QKFormer: Hierarchical Spiking Transformer using Q-K Attention
NIPS 2024
A Unified Framework for Soft Threshold Pruning
ICLR 2023
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse
AAAI 2023
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
NIPS 2023
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks
ICML 2022