A 112-765 GOPS/W FPGA-based CNN Accelerator using Importance Map Guided Adaptive Activation Sparsification for Pix2pix Applications. - Wenyu Sun; Chen Tang; Zhuqing Yuan; Zhe Yuan; Huazhong Yang; Yongpan Liu (A-SSCC, 2020)

High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks. - Jingyu Wang 004; Songming Yu; Jinshan Yue; Zhe Yuan; Zhuqing Yuan; Huazhong Yang; Xueqing Li 002; Yongpan Liu (DAC, 2020)

High-Quality Single-Model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation. - Wenyu Sun; Chen Tang; Weigui Li; Zhuqing Yuan; Huazhong Yang; Yongpan Liu (ECCV (30), 2020)

Multi-channel precision-sparsity-adapted inter-frame differential data codec for video neural network processor. - Yixiong Yang; Zhe Yuan; Fang Su; Fanyang Cheng; Zhuqing Yuan; Huazhong Yang; Yongpan Liu (ISLPED, 2020)

ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression. - Xiaoyu Feng; Zhuqing Yuan; Guijin Wang; Yongpan Liu (CoRR, 2020)

High Area/Energy Efficiency RRAM CNN Accelerator with Kernel-Reordering Weight Mapping Scheme Based on Pattern Pruning. - Songming Yu; Yongpan Liu; Lu Zhang; Jingyu Wang 004; Jinshan Yue; Zhuqing Yuan; Xueqing Li 002; Huazhong Yang (CoRR, 2020)

Adaptive Structured Sparse Network for Efficient CNNs with Feature Regularization. - Chen Tang; Wenyu Sun; Zhuqing Yuan; Guijin Wang; Yongpan Liu (CoRR, 2020)

High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping Scheme. - Songming Yu; Lu Zhang; Jingyu Wang 004; Jinshan Yue; Zhuqing Yuan; Xueqing Li 002; Huazhong Yang; Yongpan Liu (NVMSA, 2021)

Efficient Neural Networks with Spatial Wise Sparsity Using Unified Importance Map. - Chen Tang; Wenyu Sun; Wenxun Wang; Zhuqing Yuan; Yongpan Liu (ISCAS, 2022)

A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications. - Yixiong Yang; Yongpan Liu; Zhe Yuan; Wenyu Sun; Ruoyang Liu; Jingyu Wang 004; Jinshan Yue; Xiaoyu Feng; Zhuqing Yuan; Xueqing Li 002; Huazhong Yang (IEEE J. Solid State Circuits, 2022)

PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs. - Jingyu Wang 004; Songming Yu; Zhuqing Yuan; Jinshan Yue; Zhe Yuan; Ruoyang Liu; Yanzhi Wang; Huazhong Yang; Xueqing Li 002; Yongpan Liu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Modularized Equalization Architecture With Transformer-Based Integrating Voltage Equalizer for the Series-Connected Battery Pack in Electric Bicycles. - Bin Xu; Lizhou Liu; Zhaotian Yan; Zhuqing Yuan; Lu Zhang; Wei Zhou 024; Ruikun Mai; Zhengyou He; Yongpan Liu; Huazhong Yang (IEEE Trans. Ind. Electron., 2023)

An Integer-only Quantization Framework for Edge Deployment of Large Language Models. - Yaqi Hu; Zhuqing Yuan; Weichen Gao; Sheng Zhang; Yongpan Liu (ISCAS, 2025)