Conference & Journal Publications
MV2MAE: Multi-View Video Masked Autoencoders
Ketul Shah, Robert Crandall, Jie Xu, Peng Zhou, Marian George, Mayank Bansal, and Rama Chellappa. In TMLR 2026. PDF
Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
Junbo Li, Peng Zhou, Rui Meng, Meet P Vadera, Lihong Li, and Yang Li. In EACL findings 2026. PDF
M-LLM Based Video Frame Selection for Efficient Video Understanding
Kai Hu, Feng Gao, Xiaohan Nie, Peng Zhou, Son Tran, Tal Neiman, Lingyun Wang, Mubarak Shah, Raffay Hamid, Bing Yin, and Trishul Chilimbi. In CVPR 2025. PDF
Learning to rank patches for unbiased image redundancy reduction
Yang Luo, Zhineng Chen, Peng Zhou, Yumeng Ma, Zhilong Ji, Jinfeng Bai, Zuxuan Wu, and Yu-Gang Jiang. In CVPR 2024. PDF
Resolving task confusion in dynamic expansion architectures for class incremental learning
Bingchen Huang, Zhineng Chen, Peng Zhou, Jiayin Chen, and Zuxuan Wu. In AAAI 2023. PDF
Deep Video Inpainting Detection
Peng Zhou, Ning Yu, Zuxuan Wu, Larry S Davis, Abhinav Shrivastava and Ser-Nam Lim. In British Machine Vision Conference. BMVC 2021. PDF
$\boldsymbol M^2$KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning
Peng Zhou, Long Mai, Jianming Zhang, Ning Xu, Zuxuan Wu and Larry Davis. In British Machine Vision Conference. BMVC 2020. PDF
Occlusion-Adaptive Deep Network for Robust Facial Expression Recognition
Ding Hui, Peng Zhou and Rama Chellappa. In International Joint Conference on Biometrics. IJCB 2020. PDF
Inclusive GAN: Improving Data and Minority Coverage in Generative Models
Ning Yu, Ke Li, Peng Zhou, Jitendra Malik, Larry Davis and Mario Fritz. In Proceedings of European Conference on Computer Vision. ECCV 2020. PDF Code Media Coverage
DeepStrip: High Resolution Boundary Refinement
Peng Zhou, Brian Price, Scott Cohen, Gregg Wilensky and Larry Davis. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2020. PDF
Generate, Segment and Refine: Towards Generic Manipulation Segmentation
Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi, Abhinav Shrivastava, Ser-Nam Lim and Larry Davis. In Thirty-Fourth AAAI Conference on Artificial Intelligence. AAAI 2020. PDF Code
Learning Rich Features for Image Manipulation Detection
Peng Zhou, Xintong Han, Vlad Morariu and Larry Davis. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2018. PDF Code Media Coverage
Two-stream Neural Networks for Tampered Face Detection
Peng Zhou$ * $, Xintong Han$ * $, Vlad Morariu and Larry Davis. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshop. CVPRW 2017. PDF Dataset
Demonstration of M-ary Encoding/Decoding Using Visible-Light Bessel Beams Carrying Orbital Angular Momentum (OAM) For Free-Space Obstruction-Free Optical Communications
Jing Du, Shuihui Li, Yifan Zhao, Zhidan Xu, Long Zhu, Peng Zhou, Jun Liu and Jian Wang. In Optical Fiber Communications Conference and Exhibition. OFC 2015 PDF
($ * $: Equal contribution)