← Authors

Man Yao

12 papers · 2021–2025 · 7 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (15) 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🀝 Dynamic Duo (12) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ’Ž Century Club (12) ⚑ Prolific Year (5)

Conferences

AAAI (2) ACL (2) ICCV (2) ICML (2) NIPS (2) ECCV (1) ICLR (1)

Top co-authors

Guoqi Li (12) Bo Xu (10) JiaKui Hu (5) Yuhong Chou (5) Yonghong Tian (3) Kexin Wang (3) Xuerui Qiu (2) Zhaokun Zhou (2) Jiahong Zhang (2) Di Shang (2)

Keywords

spiking neural network (7) energy efficiency (4) transformer architecture (2) temporal attention (2) image segmentation (1) attention mechanism (1) point cloud (1) 3d vision (1) efficient computing (1) image classification (1) membrane potential (1) parallel computing (1) neuromorphic hardware (1) temporal dependencies (1) linear approximation (1) linear complexity (1) state space model (1) sequence modeling (1) dendritic neuron (1) linear attention (1)

Papers

Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation 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
Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025
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 NIPS 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips ICLR 2024
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcalO(L)$ Training Memory and $\mathcalO(1)$ Inference Cost ICML 2024
Spike-driven Transformer NIPS 2023
Inherent Redundancy in Spiking Neural Networks ICCV 2023
Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification ICCV 2021