L1/2 Norm and Spatial Continuity Regularized Low-Rank Approximation for Moving Object Detection in Dynamic Background. - Lin Zhu 012; Yuanhong Hao; Yuejin Song (IEEE Signal Process. Lett., 2018)

An Efficient Coding Method for Spike Camera Using Inter-Spike Intervals. - Siwei Dong; Lin Zhu 012; Daoyuan Xu; Yonghong Tian 001; Tiejun Huang 001 (DCC, 2019)

A Retina-Inspired Sampling Method for Visual Texture Reconstruction. - Lin Zhu 012; Siwei Dong; Tiejun Huang 001; Yonghong Tian 001 (ICME, 2019)

Retina-Like Visual Image Reconstruction via Spiking Neural Model. - Lin Zhu 012; Siwei Dong; Jianing Li 001; Tiejun Huang 001; Yonghong Tian 001 (CVPR, 2020)

NeuSpike-Net: High Speed Video Reconstruction via Bio-inspired Neuromorphic Cameras. - Lin Zhu 012; Jianing Li 001; Xiao Wang 014; Tiejun Huang 001; Yonghong Tian 001 (ICCV, 2021)

Retinomorphic Sensing: A Novel Paradigm for Future Multimedia Computing. - Zhaodong Kang; Jianing Li 001; Lin Zhu 012; Yonghong Tian 001 (ACM Multimedia, 2021)

Learning event guided network for salient object detection. - Xiurong Jiang; Lin Zhu 012; Hui Tian 003 (Pattern Recognit. Lett., 2021)

Hybrid Coding of Spatiotemporal Spike Data for a Bio-Inspired Camera. - Lin Zhu 012; Siwei Dong; Tiejun Huang 001; Yonghong Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Motion-Aware Structured Matrix Factorization for Foreground Detection in Complex Scenes. - Lin Zhu 012; Xiurong Jiang; Jianing Li 001; Yuanhong Hao; Yonghong Tian 001 (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Retinomorphic Object Detection in Asynchronous Visual Streams. - Jianing Li 001; Xiao Wang 014; Lin Zhu 012; Jia Li 003; Tiejun Huang 001; Yonghong Tian 001 (AAAI, 2022)

Event-based Video Reconstruction via Potential-assisted Spiking Neural Network. - Lin Zhu 012; Xiao Wang 014; Yi Chang 002; Jianing Li 001; Tiejun Huang 001; Yonghong Tian 001 (CVPR, 2022)

Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. - Yuntong Ye; Changfeng Yu; Yi Chang 002; Lin Zhu 012; Xi-Le Zhao; Luxin Yan; Yonghong Tian 001 (CVPR, 2022)

Learning Stereo Depth Estimation with Bio-Inspired Spike Cameras. - Yixuan Wang; Jianing Li 001; Lin Zhu 012; Xijie Xiang; Tiejun Huang 001; Yonghong Tian 001 (ICME, 2022)

Temporal Up-Sampling for Asynchronous Events. - Xijie Xiang; Lin Zhu 012; Jianing Li 001; Yonghong Tian 001; Tiejun Huang 001 (ICME, 2022)

1000x Faster Camera and Machine Vision with Ordinary Devices. - Tiejun Huang 001; Yajing Zheng; Zhaofei Yu; Rui Chen 006; Yuan Li 014; Ruiqin Xiong; Lei Ma 008; Junwei Zhao; Siwei Dong; Lin Zhu 012; Jianing Li 001; Shanshan Jia 001; et al. (CoRR, 2022)

Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric. - Chuanming Tang; Xiao Wang 014; Ju Huang; Bo Jiang 002; Lin Zhu 012; Jianlin Zhang 001; Yaowei Wang 001; Yonghong Tian 001 (CoRR, 2022)

Asynchronous Spatio-Temporal Memory Network for Continuous Event-Based Object Detection. - Jianing Li 001; Jia Li 003; Lin Zhu 012; Xijie Xiang; Tiejun Huang 001; Yonghong Tian 001 (IEEE Trans. Image Process., 2022)

E2NeRF: Event Enhanced Neural Radiance Fields from Blurry Images. - Yunshan Qi; Lin Zhu 012; Yu Zhang 035; Jia Li 003 (ICCV, 2023)

Recurrent Spike-based Image Restoration under General Illumination. - Lin Zhu 012; Yunlong Zheng; Mengyue Geng; Lizhi Wang 001; Hua Huang 001 (ACM Multimedia, 2023)

Point-Voxel Absorbing Graph Representation Learning for Event Stream based Recognition. - Bo Jiang 002; Chengguo Yuan; Xiao Wang 014; Zhimin Bao; Lin Zhu 012; Bin Luo 001 (CoRR, 2023)

SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition. - Xiao Wang 014; Zongzhen Wu; Yao Rong; Lin Zhu 012; Bo Jiang 002; Jin Tang 001; Yonghong Tian 001 (CoRR, 2023)

Ultra-High Temporal Resolution Visual Reconstruction From a Fovea-Like Spike Camera via Spiking Neuron Model. - Lin Zhu 012; Siwei Dong; Jianing Li 001; Tiejun Huang 001; Yonghong Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning Super-Resolution Reconstruction for High Temporal Resolution Spike Stream. - Xijie Xiang; Lin Zhu 012; Jianing Li 001; Yixuan Wang; Tie-Jun Huang 001; Yonghong Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors. - Xiao Wang 014; Zongzhen Wu; Bo Jiang 002; Zhimin Bao; Lin Zhu 012; Guoqi Li; Yaowei Wang 001; Yonghong Tian 001 (AAAI, 2024)

Finding Visual Saliency in Continuous Spike Stream. - Lin Zhu 012; Xianzhang Chen; Xiao Wang 014; Hua Huang 001 (AAAI, 2024)

SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream. - Lin Zhu 012; Kangmin Jia; Yifan Zhao 002; Yunshan Qi; Lizhi Wang 001; Hua Huang 001 (CVPR, 2024)

Event-Based Visible and Infrared Fusion via Multi-Task Collaboration. - Mengyue Geng; Lin Zhu 012; Lizhi Wang 001; Wei Zhang 161; Ruiqin Xiong; Yonghong Tian 001 (CVPR, 2024)

Computational Spectral Imaging with Unified Encoding Model and Beyond. - Xinyuan Liu; Lingen Li; Lin Zhu 012; Lizhi Wang 001 (CVPR Workshops, 2024)

Seeing Motion at Nighttime with an Event Camera. - Haoyue Liu; Shihan Peng; Lin Zhu 012; Yi Chang 002; Hanyu Zhou; Luxin Yan (CVPR, 2024)

In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging. - Xin Wang; Lizhi Wang 001; Xiangtian Ma; Maoqing Zhang; Lin Zhu 012; Hua Huang 001 (CVPR, 2024)

Event Stream-Based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline. - Xiao Wang 014; Shiao Wang; Chuanming Tang; Lin Zhu 012; Bo Jiang 002; Yonghong Tian 001; Jin Tang 001 (CVPR, 2024)

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction. - Lin Zhu 012; Yunlong Zheng; Yijun Zhang 003; Xiao Wang 014; Lizhi Wang 001; Hua Huang 001 (ECCV (40), 2024)

Deblurring Neural Radiance Fields with Event-driven Bundle Adjustment. - Yunshan Qi; Lin Zhu 012; Yifan Zhao 002; Nan Bao; Jia Li 003 (ACM Multimedia, 2024)

CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras. - Yabin Zhu; Xiao Wang 014; Chenglong Li 002; Bo Jiang 002; Lin Zhu 012; Zhixiang Huang; Yonghong Tian 001; Jin Tang 001 (CoRR, 2024)

Physics-Inspired Degradation Models for Hyperspectral Image Fusion. - Jie Lian; Lizhi Wang 001; Lin Zhu 012; Renwei Dian; Zhiwei Xiong; Hua Huang 001 (CoRR, 2024)

LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising. - Yuxing Duan; Shihan Peng; Lin Zhu 012; Wei Zhang 161; Yi Chang 002; Sheng Zhong 001; Luxin Yan (CoRR, 2024)

Exploiting Frequency Correlation for Hyperspectral Image Reconstruction. - Muge Yan; Lizhi Wang 001; Lin Zhu 012; Hua Huang 001 (CoRR, 2024)

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction. - Lin Zhu 012; Yunlong Zheng; Yijun Zhang; Xiao Wang; Lizhi Wang 001; Hua Huang 001 (CoRR, 2024)

Unifying Event-based Flow, Stereo and Depth Estimation via Feature Similarity Matching. - Pengjie Zhang; Lin Zhu 012; Lizhi Wang 001; Hua Huang 001 (CoRR, 2024)

E3NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images. - Yunshan Qi; Jia Li 003; Yifan Zhao 002; Yu Zhang 035; Lin Zhu 012 (CoRR, 2024)

Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms. - Xiao Wang 014; Shiao Wang; Pengpeng Shao; Bo Jiang 002; Lin Zhu 012; Yonghong Tian 001 (CoRR, 2024)

MambaEVT: Event Stream based Visual Object Tracking using State Space Model. - Xiao Wang 014; Chao Wang; Shiao Wang; Xixi Wang; Zhicheng Zhao; Lin Zhu 012; Bo Jiang 002 (CoRR, 2024)

Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm. - Xiao Wang 014; Yao Rong; Fuling Wang; Jianing Li 001; Lin Zhu 012; Bo Jiang 002; Yaowei Wang 001 (CoRR, 2024)

Learning a physics-based filter attachment for hyperspectral imaging with RGB cameras. - Maoqing Zhang; Lizhi Wang 001; Lin Zhu 012; Hua Huang 001 (Neurocomputing, 2024)

Learning Adaptive Parameter Representation for Event-Based Video Reconstruction. - Daxin Gu; Jia Li 003; Lin Zhu 012 (IEEE Signal Process. Lett., 2024)

Prompt-Based Learning for Unpaired Image Captioning. - Peipei Zhu; Xiao Wang 014; Lin Zhu 012; Zhenglong Sun 001; Wei-Shi Zheng 001; Yaowei Wang 001; Changwen Chen (IEEE Trans. Multim., 2024)

Mirror complementary transformer network for RGB-thermal salient object detection. - Xiurong Jiang; Yifan Hou; Hui Tian 003; Lin Zhu 012 (IET Comput. Vis., 2024)

Reliable Event Generation With Invertible Conditional Normalizing Flow. - Daxin Gu; Jia Li 003; Lin Zhu 012; Yu Zhang 035; Jimmy S. Ren (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows. - Xiao Wang 014; Jianing Li 001; Lin Zhu 012; Zhipeng Zhang; Zhe Chen 013; Xin Li 034; Yaowei Wang 001; Yonghong Tian 001; Feng Wu 001 (IEEE Trans. Cybern., 2024)

Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity. - Yi Chang 002; Yun Guo; Yuntong Ye; Changfeng Yu; Lin Zhu 012; Xile Zhao; Luxin Yan; Yonghong Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling. - Tong Li 016; Hansen Feng; Lizhi Wang 001; Lin Zhu 012; Zhiwei Xiong; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising. - Tong Li 016; Lizhi Wang 001; Zhiyuan Xu; Lin Zhu 012; Wanxuan Lu; Hua Huang 001 (CVPR, 2025)

Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset. - Xiao Wang 014; Yu Jin; Wentao Wu; Wei Zhang; Lin Zhu 012; Bo Jiang 002; Yonghong Tian 001 (CVPR, 2025)

Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising. - Yuchen Wang; Hongyuan Wang; Lizhi Wang 001; Xin Wang; Lin Zhu 012; Wanxuan Lu; Hua Huang 001 (CVPR, 2025)

Event-Enhanced Snapshot Mosaic Hyperspectral Frame Deblurring. - Mengyue Geng; Lizhi Wang 001; Lin Zhu 012; Wei Zhang 161; Ruiqin Xiong; Yonghong Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark. - Shiao Wang; Xiao Wang 014; Chao Wang; Liye Jin; Lin Zhu 012; Bo Jiang 002; Yonghong Tian 001; Jinhui Tang 001 (CoRR, 2025)

EventSTR: A Benchmark Dataset and Baselines for Event Stream based Scene Text Recognition. - Xiao Wang 014; Jingtao Jiang; Dong Li; Futian Wang; Lin Zhu 012; Yaowei Wang 001; Yongyong Tian; Jin Tang 001 (CoRR, 2025)

Continuous-Time Object Segmentation Using High Temporal Resolution Event Camera. - Lin Zhu 012; Xianzhang Chen; Lizhi Wang 001; Xiao Wang 014; Yonghong Tian 001; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset. - Shiao Wang; Xiao Wang 014; Bo Jiang 002; Lin Zhu 012; Guoqi Li; Yaowei Wang 001; Yonghong Tian 001; Jin Tang 001 (CoRR, 2025)

Adversarial Attack for RGB-Event based Visual Object Tracking. - Qiang Chen 007; Xiao Wang 014; Haowen Wang; Bo Jiang 002; Lin Zhu 012; Dawei Zhang 002; Yonghong Tian 001; Jin Tang 001 (CoRR, 2025)

Towards Ultra High-Speed Hyperspectral Imaging by Integrating Compressive and Neuromorphic Sampling. - Mengyue Geng; Lizhi Wang 001; Lin Zhu 012; Wei Zhang 161; Ruiqin Xiong; Yonghong Tian 001 (Int. J. Comput. Vis., 2025)

PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement. - Tong Li 016; Lizhi Wang 001; Hansen Feng; Lin Zhu 012; Hua Huang 001 (CoRR, 2025)

Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach. - Shiao Wang; Xiao Wang 014; Liye Jin; Bo Jiang 002; Lin Zhu 012; Lan Chen; Yonghong Tian 001; Bin Luo 001 (CoRR, 2025)

Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object Detection. - Xiao Wang 014; Yu Jin; Lan Chen; Bo Jiang 002; Lin Zhu 012; Yonghong Tian 001; Jin Tang 001; Bin Luo 001 (CoRR, 2025)

Enhancing Real-Time Object Detection With Optical Flow-Guided Streaming Perception. - Tongbo Wang; Lin Zhu 012; Hua Huang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency. - Hansen Feng; Lizhi Wang 001; Yiqi Huang; Tong Li 016; Lin Zhu 012; Hua Huang 001 (CoRR, 2025)

NER-Net+: Seeing Motion at Nighttime With an Event Camera. - Haoyue Liu; Jinghan Xu; Shihan Peng; Yi Chang 002; Hanyu Zhou; Yuxing Duan; Lin Zhu 012; Yonghong Tian 001; Luxin Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Simultaneous Learning Intensity and Optical Flow From High-Speed Spike Stream. - Lin Zhu 012; Weiquan Yan; Yi Chang 002; Yonghong Tian 001; Hua Huang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

ESTR-CoT: Towards Explainable and Accurate Event Stream based Scene Text Recognition with Chain-of-Thought Reasoning. - Xiao Wang 014; Jingtao Jiang; Qiang Chen 007; Lan Chen; Lin Zhu 012; Yaowei Wang 001; Yonghong Tian 001; Jin Tang 001 (CoRR, 2025)