Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation. - Ziluo Ding; Rui Zhao 010; Jiyuan Zhang 005; Tianxiao Gao; Ruiqin Xiong; Zhaofei Yu; Tiejun Huang 001 (AAAI, 2022)

Spike Transformer: Monocular Depth Estimation for Spiking Camera. - Jiyuan Zhang 005; Lulu Tang; Zhaofei Yu; Jiwen Lu; Tie-Jun Huang 001 (ECCV (7), 2022)

Uncertainty Guided Depth Fusion for Spike Camera. - Jianing Li 001; Jiaming Liu 003; Xiaobao Wei; Jiyuan Zhang 005; Ming Lu 002; Lei Ma 008; Li Du; Tiejun Huang 001; Shanghang Zhang (CoRR, 2022)

Decoding Pixel-Level Image Features From Two-Photon Calcium Signals of Macaque Visual Cortex. - Yijun Zhang 003; Tong Bu; Jiyuan Zhang 005; Shiming Tang; Zhaofei Yu; Jian K. Liu; Tiejun Huang 001 (Neural Comput., 2022)

Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms. - Jiyuan Zhang 005; Shanshan Jia 001; Zhaofei Yu; Tiejun Huang 001 (AAAI, 2023)

Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams. - Shiyan Chen; Jiyuan Zhang 005; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (NeurIPS, 2023)

Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera. - Lujie Xia; Ziluo Ding; Rui Zhao 010; Jiyuan Zhang 005; Lei Ma 008; Zhaofei Yu; Tiejun Huang 001; Ruiqin Xiong (NeurIPS, 2023)

SpikeCV: Open a Continuous Computer Vision Era. - Yajing Zheng; Jiyuan Zhang 005; Rui Zhao 010; Jianhao Ding; Shiyan Chen; Ruiqin Xiong; Zhaofei Yu; Tiejun Huang 001 (CoRR, 2023)

Exploring Asymmetric Tunable Blind-Spots for Self-supervised Denoising in Real-World Scenarios. - Shiyan Chen; Jiyuan Zhang 005; Zhaofei Yu; Tiejun Huang 001 (CoRR, 2023)

Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views. - Jiyuan Zhang 005; Shiyan Chen; Yajing Zheng; Zhaofei Yu; Tiejun Huang 001 (CoRR, 2023)

Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera. - Jiyuan Zhang 005; Shiyan Chen; Yajing Zheng; Zhaofei Yu; Tiejun Huang 001 (AAAI, 2024)

Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios. - Shiyan Chen; Jiyuan Zhang 005; Zhaofei Yu; Tiejun Huang 001 (CVPR, 2024)

Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment. - Jiyuan Zhang 005; Shiyan Chen; Yajing Zheng; Zhaofei Yu; Tiejun Huang 001 (CVPR, 2024)

SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion. - Jiyuan Zhang 005; Kang Chen; Shiyan Chen; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (ACM Multimedia, 2024)

SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams. - Kang Chen; Shiyan Chen; Jiyuan Zhang 005; Baoyue Zhang; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (NeurIPS, 2024)

Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation. - Yajing Zheng; Jiyuan Zhang 005; Zhaofei Yu; Tiejun Huang 001 (NeurIPS, 2024)

SpikeMM: Flexi-Magnification of High-Speed Micro-Motions. - Baoyue Zhang; Yajing Zheng; Shiyan Chen; Jiyuan Zhang 005; Kang Chen; Zhaofei Yu; Tiejun Huang 001 (CoRR, 2024)

USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting. - Kang Chen; Jiyuan Zhang 005; Zecheng Hao; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (CVPR, 2025)

Spike Camera Image Reconstruction Based on an Efficient Spiking Transformer. - Rui Zhao 010; Jiyuan Zhang 005; Yanchen Dong 001; Wenrui Li 001; Yajing Zheng (MMAsia Workshops, 2025)

Decoding natural visual scenes via learnable representations of neural spiking sequences. - Jing Peng; Shanshan Jia 001; Jiyuan Zhang 005; Yongxing Wang; Zhaofei Yu; Jian K. Liu (Neural Networks, 2025)

Assisting Training of Deep Spiking Neural Networks With Parameter Initialization. - Jianhao Ding; Jiyuan Zhang 005; Tiejun Huang 001; Jian K. Liu; Zhaofei Yu (IEEE Trans. Neural Networks Learn. Syst., 2025)

SpikeCV: open a continuous computer vision era. - Yajing Zheng; Jiyuan Zhang 005; Rui Zhao 010; Jianhao Ding; Shiyan Chen; Weijian Wu; Ruiqin Xiong; Zhaofei Yu; Tiejun Huang 001 (Sci. China Inf. Sci., 2026)

SNNTracker: Online High-Speed Multi-Object Tracking With Spike Camera. - Yajing Zheng; Chengen Li; Jiyuan Zhang 005; Zhaofei Yu; Tie-Jun Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2026)