（1）Xinkai Song, Tian Zhi, Zhe Fan, Zhenxing Zhang, Xi Zeng, Wei Li, Xing Hu, Zidong Du, Qi Guo, Yunji Chen, Cambricon-G: A polyvalent energy-efficient accelerator for dynamic graph neural networks, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022;
（2）Zidong Du, Qi Guo, Yongwei Zhao, Tian Zhi, Yunji Chen, Zhiwei Xu, Self-Aware Neural Network Systems: A survey and new perspective, Proc. IEEE, 2020;
（3）Yongwei Zhao, Zhe Fan, Zidong Du, Tian Zhi, Ling Li, Qi Guo, Shao li Liu, Zhiwei Xu, Tianshi Chen, Yunji Chen, Machine learning computers with fractal von neumann architecture, IEEE Transactions on Computers, 2020;
（4）Xi Zeng, Tian Zhi, Xuda Zhou, Zidong Du , Qi Guo, Shaoli Liu, Bingrui Wang, Yuanbo Wen, Chao Wang, Xu ehai Zhou, Ling Li, Tianshi Chen, Ninghui Sun, Yunji Chen, "Addressing irregularity in sparse neural networks through a cooperative software/hardware approach", IEEE Transactions on Computers, 2020.

（1）中国科学院战略性先导科技专项（C类）子课题, 支持变长序列特性的基础算子库研发, 2020-01 至 2022-12, 200万元, 在研, 主持；
（2）广东省科技厅高水平创新研究院定向委托项目, 智能计算系统基础软件与应用开发平台, 2019-10 至 2022-10, 50 万元, 在研, 主持；
（3）国家自然科学基金区域联合基金子课题, 受脑启发可动态重构存算融合的类脑计算架构, 2021-01 至 2024-12, 258万元, 在研, 主持。