| 2026 | DCC | Scene-Aware Diffusion Semantic Coding for Surveillance Video Compression. | Liming Wang, Xiaoyan Xie, Yan Huang, Yukun Zhang, Tao Fu, Peng Lei |
| 2021 | TrustCom | A Filter Rank Based Pruning Method for Convolutional Neural Networks. | Hao Liu, Zhenyu Guan, Peng Lei |
| 2020 | CVPR | Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment. | Qiuyu Chen, Wei Zhang, Ning Zhou, Peng Lei, Yi Xu, Yu Zheng, Jianping Fan |
| 2020 | ECCV | DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation. | Xuefei Ning, Tianchen Zhao, Wenshuo Li, Peng Lei, Yu Wang, Huazhong Yang |
| 2019 | ICCV | Weakly Supervised Energy-Based Learning for Action Segmentation. | Jun Li, Peng Lei, Sinisa Todorovic |
| 2018 | CVPR | Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion. | Peng Lei, Fuxin Li, Sinisa Todorovic |
| 2018 | CVPR | Temporal Deformable Residual Networks for Action Segmentation in Videos. | Peng Lei, Sinisa Todorovic |
| 2017 | ICIG | Deep Residual Convolutional Neural Network for Hyperspectral Image Super-Resolution. | Chen Wang, Yun Liu, Xiao Bai, Wenzhong Tang, Peng Lei, Jun Zhou |
| 2016 | ECCV | Recurrent Temporal Deep Field for Semantic Video Labeling. | Peng Lei, Sinisa Todorovic |
| 2016 | ICPR | Modeling human-skeleton motion patterns using conditional deep Boltzmann machine. | Peng Lei, Sinisa Todorovic |
| 2014 | ECCV | HiRF: Hierarchical Random Field for Collective Activity Recognition in Videos. | Mohamed Rabie Amer, Peng Lei, Sinisa Todorovic |
| 2013 | CIS | Application of the Hybrid SVM-KNN Model for Credit Scoring. | Hanhai Zhou, Jinjin Wang, Jiadong Wu, Long Zhang, Peng Lei, Xiaoyun Chen |
| 2013 | ICIG | Development of Submarine Pipeline 3D GIS Platform. | Peng Lei, Kun Yang |
| 2012 | ICPR | Robust tracking by accounting for hard negatives explicitly. | Peng Lei, Tianfu Wu, Mingtao Pei, Anlong Ming, Zhenyu Yao |
| 2011 | IGARSS | Radar micro-Doppler analysis and rotation parameter estimation for rigid targets with complicated micro-motions. | Peng Lei, Jun Wang, Jinping Sun |