Yimeng Shan
7 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
⭐
Rising Star
(7)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
spiking neural network
(7)
energy efficiency
(4)
attention mechanism
(2)
neuromorphic computing
(2)
transformer architecture
(2)
neural network quantization
(2)
visual object tracking
(1)
knowledge distillation
(1)
model pruning
(1)
spatio-temporal learning
(1)
edge computing
(1)
hardware acceleration
(1)
structured pruning
(1)
similarity measure
(1)
multi-scale attention
(1)
integer-only inference
(1)
spatio-temporal representation
(1)
event data
(1)
spatio-temporal interaction
(1)
fpga deployment
(1)
Papers
HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference
AAAI 2026
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks
CVPR 2026
Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning
AAAI 2025
QP-SNN: Quantized and Pruned Spiking Neural Networks
ICLR 2025
Quantized Spike-driven Transformer
ICLR 2025
Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers
CVPR 2025
Spiking Vision Transformer with Saccadic Attention
ICLR 2025