PPaperPicks

Zhaofei Yu

42 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

CVPR ×9AAAI ×7ICML ×7NeurIPS ×6ICLR ×5ACM MM ×4ICCV ×2ECCV ×1IJCAI ×1

Frequent coauthors

Tiejun Huang
×29
Zecheng Hao
×11
Tong Bu
×9
Jianhao Ding
×9
Yajing Zheng
×7
Jiyuan Zhang
×7
Zihan Huang
×6
Xinyu Shi
×6
Kang Chen
×6
Shiyan Chen
×5
Ruiqin Xiong
×4
You Zhou
×3

Papers

  1. Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion
    AAAI 2026 ·
    Wenhan Zhang
    ,
    Zihan Huang
    ,
    Tong Bu
    ,
    Tiejun Huang
    , Zhaofei Yu
  2. Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Streams
    AAAI 2026 ·
    Yunzhong Zhang
    ,
    You Zhou
    ,
    Changqing Su
    ,
    Zhen Cheng
    , Zhaofei Yu,
    Bo Xiong
    ,
    Tiejun Huang
    ,
    Xun Cao
  3. A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing
    ICML 2025 ·
    Yu Chen
    ,
    Jing Lian
    , Zhaofei Yu,
    Jizhao Liu
    ,
    Jisheng Dang
    ,
    Gang Wang
  4. Activity Pruning for Efficient Spiking Neural Networks
    NeurIPS 2025 ·
    Tong Bu
    ,
    Xinyu Shi
    , Zhaofei Yu
  5. Differential Coding for Training-Free ANN-to-SNN Conversion
    ICML 2025 ·
    Zihan Huang
    ,
    Wei Fang
    ,
    Tong Bu
    ,
    Peng Xue
    ,
    Zecheng Hao
    ,
    Wenxuan Liu
    ,
    Yuanhong Tang
    , Zhaofei Yu,
    Tiejun Huang
  6. Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
    ICML 2025 ·
    Zecheng Hao
    ,
    Qichao Ma
    ,
    Kang Chen
    ,
    Yi Zhang
    , Zhaofei Yu,
    Tiejun Huang
  7. Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
    CVPR 2025 ·
    Tong Bu
    ,
    Maohua Li
    , Zhaofei Yu
  8. Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control
    NeurIPS 2025 ·
    Zijie Xu
    ,
    Tong Bu
    ,
    Zecheng Hao
    ,
    Jianhao Ding
    , Zhaofei Yu
  9. Rethinking High-speed Image Reconstruction Framework with Spike Camera
    AAAI 2025 ·
    Kang Chen
    ,
    Yajing Zheng
    ,
    Tiejun Huang
    , Zhaofei Yu
  10. SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videos
    IJCAI 2025 ·
    Wenxuan Liu
    ,
    Yao Deng
    ,
    Kang Chen
    ,
    Xian Zhong
    , Zhaofei Yu,
    Tiejun Huang
  11. Self-Supervised Learning for Color Spike Camera Reconstruction
    CVPR 2025 ·
    Yanchen Dong
    ,
    Ruiqin Xiong
    ,
    Xiaopeng Fan
    , Zhaofei Yu,
    Yonghong Tian
    ,
    Tiejun Huang
  12. SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition
    ICCV 2025 ·
    Zeqi Zheng
    ,
    Yanchen Huang
    ,
    Yingchao Yu
    ,
    Zizheng Zhu
    ,
    Junfeng Tang
    , Zhaofei Yu,
    Yaochu Jin
  13. SpikeDiff: Zero-Shot High-Quality Video Reconstruction from Chromatic Spike Camera and Sub-Millisecond Spike Streams
    ICCV 2025 ·
    Siqi Yang
    ,
    Jinxiu Liang
    ,
    Zhaojun Huang
    ,
    Yeliduosi Xiaokaiti
    ,
    Yakun Chang
    , Zhaofei Yu,
    Boxin Shi
  14. TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
    ICML 2025 ·
    Lusen Zhao
    ,
    Zihan Huang
    ,
    Jianhao Ding
    , Zhaofei Yu
  15. USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting
    CVPR 2025 ·
    Kang Chen
    ,
    Jiyuan Zhang
    ,
    Zecheng Hao
    ,
    Yajing Zheng
    ,
    Tiejun Huang
    , Zhaofei Yu
  16. A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model
    ICLR 2024 ·
    Zecheng Hao
    ,
    Xinyu Shi
    ,
    Zihan Huang
    ,
    Tong Bu
    , Zhaofei Yu,
    Tiejun Huang
  17. Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
    ICML 2024 ·
    Lihao Wang
    , Zhaofei Yu
  18. Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
    CVPR 2024 ·
    Rui Zhao
    ,
    Ruiqin Xiong
    ,
    Jing Zhao
    ,
    Jian Zhang
    ,
    Xiaopeng Fan
    , Zhaofei Yu,
    Tiejun Huang
  19. Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation
    NeurIPS 2024 ·
    Yajing Zheng
    ,
    Jiyuan Zhang
    , Zhaofei Yu,
    Tiejun Huang
  20. Enhancing Adversarial Robustness in SNNs with Sparse Gradients
    ICML 2024 ·
    Yujia Liu
    ,
    Tong Bu
    ,
    Jianhao Ding
    ,
    Zecheng Hao
    ,
    Tiejun Huang
    , Zhaofei Yu
  21. Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms
    AAAI 2024 ·
    Jianhao Ding
    , Zhaofei Yu,
    Tiejun Huang
    ,
    Jian K. Liu
  22. Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios
    CVPR 2024 ·
    Shiyan Chen
    ,
    Jiyuan Zhang
    , Zhaofei Yu,
    Tiejun Huang
  23. Intensity-Robust Autofocus for Spike Camera
    CVPR 2024 ·
    Changqing Su
    ,
    Zhiyuan Ye
    ,
    Yongsheng Xiao
    ,
    You Zhou
    ,
    Zhen Cheng
    ,
    Bo Xiong
    , Zhaofei Yu,
    Tiejun Huang
  24. LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
    NeurIPS 2024 ·
    Zecheng Hao
    ,
    Xinyu Shi
    ,
    Yujia Liu
    , Zhaofei Yu,
    Tiejun Huang
  25. One Forward is Enough for Neural Network Training via Likelihood Ratio Method
    ICLR 2024 ·
    Jinyang Jiang
    ,
    Zeliang Zhang
    ,
    Chenliang Xu
    , Zhaofei Yu,
    Yijie Peng
  26. Online Stabilization of Spiking Neural Networks
    ICLR 2024 ·
    Yaoyu Zhu
    ,
    Jianhao Ding
    ,
    Tiejun Huang
    ,
    Xiaodong Xie
    , Zhaofei Yu
  27. Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion
    AAAI 2024 ·
    Rui Zhao
    ,
    Ruiqin Xiong
    ,
    Jian Zhang
    ,
    Xinfeng Zhang
    , Zhaofei Yu,
    Tiejun Huang
  28. Real-Data-Driven 2000 FPS Color Video from Mosaicked Chromatic Spikes
    ECCV 2024 ·
    Siqi Yang
    ,
    Zhaojun Huang
    ,
    Yakun Chang
    ,
    Bin Fan
    , Zhaofei Yu,
    Boxin Shi
  29. Real-time Parameter Evaluation of High-speed Microfluidic Droplets using Continuous Spike Streams
    ACM MM 2024 ·
    Bo Xiong
    ,
    Changqing Su
    ,
    Zihan Lin
    ,
    Yanqin Chen
    ,
    You Zhou
    ,
    Zhen Cheng
    , Zhaofei Yu,
    Tiejun Huang
  30. Recognizing Ultra-High-Speed Moving Objects with Bio-Inspired Spike Camera
    AAAI 2024 ·
    Junwei Zhao
    ,
    Shiliang Zhang
    , Zhaofei Yu,
    Tiejun Huang
  31. Robust Stable Spiking Neural Networks
    ICML 2024 ·
    Jianhao Ding
    ,
    Zhiyu Pan
    ,
    Yujia Liu
    , Zhaofei Yu,
    Tiejun Huang
  32. Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment
    CVPR 2024 ·
    Jiyuan Zhang
    ,
    Shiyan Chen
    ,
    Yajing Zheng
    , Zhaofei Yu,
    Tiejun Huang
  33. SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion
    ACM MM 2024 ·
    Jiyuan Zhang
    ,
    Kang Chen
    ,
    Shiyan Chen
    ,
    Yajing Zheng
    ,
    Tiejun Huang
    , Zhaofei Yu
  34. SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
    NeurIPS 2024 ·
    Kang Chen
    ,
    Shiyan Chen
    ,
    Jiyuan Zhang
    ,
    Baoyue Zhang
    ,
    Yajing Zheng
    ,
    Tiejun Huang
    , Zhaofei Yu
  35. Spiking Transformer with Experts Mixture
    NeurIPS 2024 ·
    Zhaokun Zhou
    ,
    Yijie Lu
    ,
    Yanhao Jia
    ,
    Kaiwei Che
    ,
    Jun Niu
    ,
    Liwei Huang
    ,
    Xinyu Shi
    ,
    Yuesheng Zhu
    ,
    Guoqi Li
    , Zhaofei Yu,
    Li Yuan
  36. SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
    CVPR 2024 ·
    Xinyu Shi
    ,
    Zecheng Hao
    , Zhaofei Yu
  37. Super-Resolution Reconstruction from Bayer-Pattern Spike Streams
    CVPR 2024 ·
    Yanchen Dong
    ,
    Ruiqin Xiong
    ,
    Jian Zhang
    , Zhaofei Yu,
    Xiaopeng Fan
    ,
    Shuyuan Zhu
    ,
    Tiejun Huang
  38. Threaten Spiking Neural Networks through Combining Rate and Temporal Information
    ICLR 2024 ·
    Zecheng Hao
    ,
    Tong Bu
    ,
    Xinyu Shi
    ,
    Zihan Huang
    , Zhaofei Yu,
    Tiejun Huang
  39. Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework
    ICLR 2024 ·
    Xinyu Shi
    ,
    Jianhao Ding
    ,
    Zecheng Hao
    , Zhaofei Yu
  40. Towards High-performance Spiking Transformers from ANN to SNN Conversion
    ACM MM 2024 ·
    Zihan Huang
    ,
    Xinyu Shi
    ,
    Zecheng Hao
    ,
    Tong Bu
    ,
    Jianhao Ding
    , Zhaofei Yu,
    Tiejun Huang
  41. Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks
    ACM MM 2024 ·
    Xian Zhong
    ,
    Shengwang Hu
    ,
    Wenxuan Liu
    ,
    Wenxin Huang
    ,
    Jianhao Ding
    , Zhaofei Yu,
    Tiejun Huang
  42. Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera
    AAAI 2024 ·
    Jiyuan Zhang
    ,
    Shiyan Chen
    ,
    Yajing Zheng
    , Zhaofei Yu,
    Tiejun Huang