| 2026 | INFOCOM | Global Convergence for Multi-agent Reinforcement Learning in Unreliable Communication Networks. | Pengcheng Dai, Lingjie Duan |
| 2021 | RTAS | Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. | Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu |
| 2020 | DAC | SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training. | Pengcheng Dai, Jianlei Yang, Xucheng Ye, Xingzhou Cheng, Junyu Luo, Linghao Song, Yiran Chen, Weisheng Zhao |
| 2020 | ECCV | Accelerating CNN Training by Pruning Activation Gradients. | Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen |
| 2019 | ICCE | Supporting Japanese Language Learners with an Onomatopoeia Learning Site. | Noriko Uosaki, Pengcheng Dai, Hye Rin Kong, Jacky Chun Kit Lam, Mehrasa Alizadeh |
| 2018 | UIC | Improving the Station-Level Demand Prediction by Using Feature Engineering in Bike Sharing Systems. | Mu Hu, Pengcheng Dai, Huiping Lin, Guanlan Kong |
| 2017 | ICCAD | Thermosiphon: A thermal aware NUCA architecture for write energy reduction of the STT-MRAM based LLCs. | Bi Wu, Yuanqing Cheng, Pengcheng Dai, Jianlei Yang, Youguang Zhang, Dijun Liu, Ying Wang, Weisheng Zhao |
| 2007 | ACC | Synthesis Method for Hierarchical Interface-based Supervisory Control. | Ryan J. Leduc, Pengcheng Dai |