Towards Memory-Efficient and Sustainable Machine Unlearning on Edge using Zeroth-Order Optimizer. - Ci Zhang; Chence Yang; Qitao Tan; Jun Liu 075; Ao Li 004; Yanzhi Wang; Jin Lu 001; Jinhui Wang; Geng Yuan (ACM Great Lakes Symposium on VLSI, 2025)

Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training. - Qitao Tan; Sung-En Chang; Rui Xia; Huidong Ji; Chence Yang; Ci Zhang; Jun Liu; Zheng Zhan 004; Zhou Zou; Yanzhi Wang; Jin Lu; Geng Yuan (CoRR, 2025)

Rethinking the Potential of Layer Freezing for Efficient DNN Training. - Chence Yang; Ci Zhang; Le Lu 001; Qitao Tan; Sheng Li; Ao Li 004; Xulong Tang; Shaoyi Huang; Jinzhen Wang; Guoming Li; Jundong Li; Xiaoming Zhai; et al. (CoRR, 2025)