Multi-Vision Services Acceleration Framework for IoT Devices. - Jianhang Xie; Chuntao Ding; Shenyuan Ren; Yidong Li (ICWS, 2024)

LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices. - Chuntao Ding; Xu Cao; Jianhang Xie; Linlin Fan; Shangguang Wang; Zhichao Lu (CoRR, 2024)

ReFrame: A Resource-Friendly Cloud-Assisted On-Device Deep Learning Framework for Vision Services. - Jianhang Xie; Chuntao Ding; Qingji Guan; Ao Zhou 001; Yidong Li (IEEE Trans. Serv. Comput., 2025)

GroupNL: Low-Resource and Robust CNN Design over Cloud and Device. - Chuntao Ding; Jianhang Xie; Junna Zhang; Salman Raza; Shangguang Wang; Jiannong Cao 001 (CoRR, 2025)

NestQuant: Post-Training Integer-Nesting Quantization for On-Device DNN. - Jianhang Xie; Chuntao Ding; Xiaqing Li; Shenyuan Ren; Yidong Li; Zhichao Lu (CoRR, 2025)