Efficient On-Device Incremental Learning by Weight Freezing. - Ze-Han Wang; Zhenli He; Hui Fang; Yi-Xiong Huang; Ying Sun; Yu Yang; Zhi-Yuan Zhang; Di Liu 002 (ASP-DAC, 2022)

Once For All Skip: Efficient Adaptive Deep Neural Networks. - Yu Yang; Di Liu 002; Hui Fang; Yi-Xiong Huang; Ying Sun; Zhi-Yuan Zhang (DATE, 2022)

Improving Robustness of Convolutional Neural Networks Using Element-Wise Activation Scaling. - Zhi-Yuan Zhang; Di Liu 002 (CoRR, 2022)

Road Recognition and Stability Control for Unmanned Ground Vehicles on Complex Terrain. - Xiang Ao; Li-Ming Wang; Jiaxin Hou; Yu-Quan Xue; Shang-Jun Rao; Zi-Yang Zhou; Fu-Xue Jia; Zhi-Yuan Zhang; Longmei Li (IEEE Access, 2023)

Improving robustness of convolutional neural networks using element-wise activation scaling. - Zhi-Yuan Zhang; Hao Ren; Zhenli He; Wei Zhou 011; Di Liu 002 (Future Gener. Comput. Syst., 2023)

Deep reinforcement learning assisted memetic scheduling of drones for railway catenary deicing. - Yujun Zheng 001; Xi-Cheng Xie; Zhi-Yuan Zhang; Jin-Tang Shi (Swarm Evol. Comput., 2024)

Static gesture recognition based on thermal imaging sensors. - Zhi-Yuan Zhang; Hao Ren; Hao Li; Kang-Hui Yuan; Chu-Feng Zhu (J. Supercomput., 2025)