| 2025 | ICLR | MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation. | Zhongshen Zeng, Pengguang Chen, Shu Liu, Haiyun Jiang, Jiaya Jia |
| 2024 | ECCV | MTMamba: Enhancing Multi-task Dense Scene Understanding by Mamba-Based Decoders. | Baijiong Lin, Weisen Jiang, Pengguang Chen, Yu Zhang, Shu Liu, Ying-Cong Chen |
| 2024 | ECCV | Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics. | Shuai Yang, Zhifei Chen, Pengguang Chen, Xi Fang, Yixun Liang, Shu Liu, Yingcong Chen |
| 2023 | CVPR | Rethinking Out-of-distribution (OOD) Detection: Masked Image Modeling is All You Need. | Jingyao Li, Pengguang Chen, Zexin He, Shaozuo Yu, Shu Liu, Jiaya Jia |
| 2021 | CVPR | Jigsaw Clustering for Unsupervised Visual Representation Learning. | Pengguang Chen, Shu Liu, Jiaya Jia |
| 2021 | CVPR | Distilling Knowledge via Knowledge Review. | Pengguang Chen, Shu Liu, Hengshuang Zhao, Jiaya Jia |
| 2021 | ICCV | Deep Structured Instance Graph for Distilling Object Detectors. | Yixin Chen, Pengguang Chen, Shu Liu, Liwei Wang, Jiaya Jia |
| 2019 | ICCV | Fast and Practical Neural Architecture Search. | Jiequan Cui, Pengguang Chen, Ruiyu Li, Shu Liu, Xiaoyong Shen, Jiaya Jia |