Deep Neural Network Interlayer Feature Map Compression Based on Least-Squares Fitting. - Chenjia Xie; Zhuang Shao; Hang Xu; Xiaoliang Chen; Li Du; Yuan Du; Zhongfeng Wang 001 (ISCAS, 2022)

SVR: A Shard-aware Vertex Reordering Method for Efficient GNN Execution and Memory Access. - Xingyuan Hu; Zhuang Shao; Chenjia Xie; Li Du; Yuan Du (ISOCC, 2022)

Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression. - Zhuang Shao; Xiaoliang Chen; Li Du; Lei Chen; Yuan Du; Wei Zhuang; Huadong Wei; Chenjia Xie; Zhongfeng Wang 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Memory-Efficient Compression Based on Least-Squares Fitting in Convolutional Neural Network Accelerators. - Hang Xu; Chenjia Xie; Xin Lu; Li Du; Yuan Du (ASICON, 2023)

Graph Neural Network Assisted S-Parameter Inference and Control-Word Generation of Terahertz Reconfigurable Intelligent Surface. - Zihan Ning; Tong Sun; Jizhao Li; Yanfei Ren; Chenjia Xie; Li Du; Lianggong Wen; Yuan Du (ICTA, 2023)

An Efficient CNN Inference Accelerator Based on Intra- and Inter-Channel Feature Map Compression. - Chenjia Xie; Zhuang Shao; Ning Zhao; Yuan Du; Li Du (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

An Efficient On-Chip Storage Solution for CNN Accelerator Based on Self-tuning and Co-scheduling. - Chengrui Li; Ning Zhao; Xiaopeng Zhang; Wei Gao; Chenjia Xie; Yuan Du; Li Du (APCCAS, 2024)

A Streaming Transformer Accelerator with Efficient On-Chip Normalization. - Ning Zhao; Jiayuan Chen; Jingjing Lv; Chenjia Xie; Yuan Du; Li Du (APCCAS, 2024)

An Efficient GCN Accelerator Based on Workload Reorganization and Feature Reduction. - Zhuang Shao; Chenjia Xie; Zihan Ning; Qi Wu; Liang Chang 002; Yuan Du; Li Du (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

An Energy-Efficient Spiking Neural Network Accelerator Based on Spatio-Temporal Redundancy Reduction. - Chenjia Xie; Zhuang Shao; Zhichao Chen; Yuan Du; Li Du (IEEE Trans. Very Large Scale Integr. Syst., 2024)

A Fast-Convergence Near-Memory-Computing Accelerator for Solving Partial Differential Equations. - Chenjia Xie; Zhuang Shao; Ning Zhao; Xingyuan Hu; Yuan Du; Li Du (IEEE Trans. Very Large Scale Integr. Syst., 2025)