publications

2026

1. 

   AE2VID: Event-based Video Reconstruction via Aperture Modulation

   Chenxu Bai^*, Boyu Li^*, Peiqi Duan, Xinyu Zhou, Hanyue Lou, and Boxin Shi

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

   HTML PDF

2. 

   Coded Event Focal Stack for Continuous Refocusing in Dynamic Scene

   Minggui Teng^*, Suhang Xuan^*, Zhiang Yan, Hanyue Lou, Boyu Li, Bin Fan, and Boxin Shi

   IEEE Transactions on Pattern Analysis and Machine Intelligence (Early Access), 2026

   PDF

2025

1. 

   Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting

   Boyu Li, Peiqi Duan, Zhaojun Huang, Xinyu Zhou, Yifei Xia, and Boxin Shi

   In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025

   HTML PDF

2. 

   EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset

   Peiqi Duan^*, Boyu Li^*, Yixin Yang, Hanyue Lou, Minggui Teng, Xinyu Zhou, Yi Ma, and Boxin Shi

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

   DOI HTML PDF

3. 

   Monochromatic Event Guided Image Deblurring with Event-triggering-aware Decomposition

   Minggui Teng, Boyu Li, Yixin Yang, Chu Zhou, Yan Chen, Jimmy S. Ren, and Boxin Shi

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Oct 2025

   PDF

2024

1. 

   EvDiG: Event-guided Direct and Global Components Separation

   Xinyu Zhou, Peiqi Duan, Boyu Li, Chu Zhou, Chao Xu, and Boxin Shi

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

   PDF

2023

1. 

   Coherent Event Guided Low-Light Video Enhancement

   Jinxiu Liang, Yixin Yang, Boyu Li, Peiqi Duan, Yong Xu, and Boxin Shi

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023

   PDF