| 2025 | COLT | Identifiability and Estimation in High-Dimensional Nonparametric Latent Structure Models. | Yichen Lyu, Pengkun Yang |
| 2025 | COLT | Fast and Multiphase Rates for Nearest Neighbor Classifiers. | Pengkun Yang, Jingzhao Zhang |
| 2025 | ICML | Sample Complexity of Correlation Detection in the Gaussian Wigner Model. | Dong Huang, Pengkun Yang |
| 2024 | AAAI | Deep Active Learning with Noise Stability. | Xingjian Li, Pengkun Yang, Yangcheng Gu, Xueying Zhan, Tianyang Wang, Min Xu, Chengzhong Xu |
| 2024 | COLT | Information-Theoretic Thresholds for the Alignments of Partially Correlated Graphs. | Dong Huang, Xianwen Song, Pengkun Yang |
| 2023 | ISIT | On the best approximation by finite Gaussian mixtures. | Yun Ma, Yihong Wu, Pengkun Yang |
| 2022 | AAAI | Boosting Active Learning via Improving Test Performance. | Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu |
| 2021 | COLT | Modeling from Features: a Mean-field Framework for Over-parameterized Deep Neural Networks. | Cong Fang, Jason D. Lee, Pengkun Yang, Tong Zhang |
| 2015 | ISIT | Optimal entropy estimation on large alphabets via best polynomial approximation. | Yihong Wu, Pengkun Yang |
| 2013 | CoNEXT | Per-packet load-balanced, low-latency routing for clos-based data center networks. | Jiaxin Cao, Rui Xia, Pengkun Yang, Chuanxiong Guo, Guohan Lu, Lihua Yuan, Yixin Zheng, Haitao Wu, Yongqiang Xiong, David A. Maltz |
| 2013 | SIGCOMM | Software defined radio implementation of signaling splitting in hyper-cellular network. | Tao Zhao, Pengkun Yang, Huimin Pan, Ruichen Deng, Sheng Zhou, Zhisheng Niu |