PPaperPicks

Zhengyu Ma

10 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

NeurIPS ×5AAAI ×3ACL ×1ACM MM ×1

Frequent coauthors

Yonghong Tian
×7
Liutao Yu
×5
Huihui Zhou
×5
Jiaqi Wang
×4
Chenlin Zhou
×4
Zhiguo Zhang
×3
Zhaokun Zhou
×3
Han Zhang
×3
Liwei Huang
×3
Wei Fang
×2
Peng Xue
×2
Xiongri Shen
×2

Papers

  1. Parallel Training Time-to-First-Spike Spiking Neural Networks
    AAAI 2026 ·
    Kaiwei Che
    ,
    Wei Fang
    ,
    Peng Xue
    ,
    Yifan Huang
    , Zhengyu Ma,
    Yonghong Tian
  2. SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition
    AAAI 2026 ·
    Jiaqi Wang
    ,
    Liutao Yu
    ,
    Xiongri Shen
    ,
    Sihang Guo
    ,
    Chenlin Zhou
    ,
    Leilei Zhao
    ,
    Yi Zhong
    ,
    Zhiguo Zhang
    , Zhengyu Ma
  3. Spikingformer: A Key Foundation Model for Spiking Neural Networks
    AAAI 2026 ·
    Chenlin Zhou
    ,
    Liutao Yu
    ,
    Zhaokun Zhou
    ,
    Han Zhang
    ,
    Jiaqi Wang
    ,
    Huihui Zhou
    , Zhengyu Ma,
    Yonghong Tian
  4. DSF-Net: Dynamic Sparse Fusion of Event-RGB via Spike-Triggered Attention for High-Speed Detection
    ACM MM 2025 ·
    Dongyang Ma
    , Zhengyu Ma,
    Wei Zhang
    ,
    Yonghong Tian
  5. Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
    NeurIPS 2025 ·
    Peng Xue
    ,
    Wei Fang
    , Zhengyu Ma,
    Zihan Huang
    ,
    Zhaokun Zhou
    ,
    Yonghong Tian
    ,
    Timothée Masquelier
    ,
    Huihui Zhou
  6. S$2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection
    NeurIPS 2025 ·
    Jiaqi Wang
    , Zhengyu Ma,
    Xiongri Shen
    ,
    Chenlin Zhou
    ,
    Leilei Zhao
    ,
    Han Zhang
    ,
    Yi Zhong
    ,
    Siqi Cai
    ,
    Zhenxi Song
    ,
    Zhiguo Zhang
  7. Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
    NeurIPS 2025 ·
    Liwei Huang
    , Zhengyu Ma,
    Liutao Yu
    ,
    Huihui Zhou
    ,
    Yonghong Tian
  8. Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder
    ACL 2024 ·
    Jiaqi Wang
    ,
    Zhenxi Song
    , Zhengyu Ma,
    Xipeng Qiu
    ,
    Min Zhang
    ,
    Zhiguo Zhang
  9. Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
    NeurIPS 2024 ·
    Liwei Huang
    , Zhengyu Ma,
    Liutao Yu
    ,
    Huihui Zhou
    ,
    Yonghong Tian
  10. QKFormer: Hierarchical Spiking Transformer using Q-K Attention
    NeurIPS 2024 ·
    Chenlin Zhou
    ,
    Han Zhang
    ,
    Zhaokun Zhou
    ,
    Liutao Yu
    ,
    Liwei Huang
    ,
    Xiaopeng Fan
    ,
    Li Yuan
    , Zhengyu Ma,
    Huihui Zhou
    ,
    Yonghong Tian