On-line memorry defragmentation for NVM-based persistent heaps. - Lin Li 051; Wei Jiang 016; Rui Pan; Jinyu Zhan; Zili Shao; Xiankui Xiong (NVMSA, 2017)

A Design of 16TOPS Efficient GEMM Module in Deep Learning Accelerator. - Guoning Lu; Dong Xu 015; Ning Wang; Xiao Zhang; Degen Zhen; Hong Lei; Yunlong Bai; Dehui Kong; Hang Ruan; Zhifeng Chi; Xiankui Xiong; Ke Xu 014 (ICTA, 2020)

A Semi-Floating Gate Transistors In-Memory Computing design with 40.14 TOPS/W for matrix-multiplication with frequently updated weight. - Yukai Lin; Yu Wang; Xianwu Hu; Jiayun Feng; Gan Wen; Xiankui Xiong; Haidong Tian; Yufeng Xie (ASICON, 2021)

An Energy Efficient Computing-in-Memory Accelerator With 1T2R Cell and Fully Analog Processing for Edge AI Applications. - Keji Zhou; Chenyang Zhao 008; Jinbei Fang; Jingwen Jiang; Deyang Chen; Yujie Huang; Ming-e Jing; Jun Han 003; Haidong Tian; Xiankui Xiong; Qi Liu 010; Xiaoyong Xue; et al. (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

A 11.6μ W Computing-on-Memory-Boundary Keyword Spotting Processor with Joint MFCC-CNN Ternary Quantization. - Xinru Jia; Haozhe Zhu; Yunzheng Wang; Jinshan Zhang 006; Feng Lin; Xiankui Xiong; Dong Xu 015; Chixiao Chen; Qi Liu 010 (ISCAS, 2022)

An Automated Compiler for RISC-V Based DNN Accelerator. - Zheng Wu; Wuzhen Xie; Xiaoling Yi; Haitao Yang; Ruiyao Pu; Xiankui Xiong; Haidong Yao; Chixiao Chen; Jun Tao 001; Fan Yang 001 (ISCAS, 2022)

NNASIM: An Efficient Event-Driven Simulator for DNN Accelerators with Accurate Timing and Area Models. - Xiaoling Yi; Jiangnan Yu; Zheng Wu; Xiankui Xiong; Dong Xu 015; Chixiao Chen; Jun Tao 001; Fan Yang 001 (ISCAS, 2022)

Performance Error Evaluation of gem5 Simulator for ARM Server. - Yudi Qiu; Shiyan Yi; Ming-e Jing; Xiankui Xiong; Dong Xu 015; Xuanpeng Zhu; Xiaoyang Zeng; Yibo Fan (ASICON, 2023)

Graph Representation Learning for Microarchitecture Design Space Exploration. - Xiaoling Yi; Jialin Lu; Xiankui Xiong; Dong Xu 015; Li Shang; Fan Yang 001 (DAC, 2023)

TPNoC: An Efficient Topology Reconfigurable NoC Generator. - Jiangnan Yu; Fan Yang 001; Xiaoling Yi; Chixiao Chen; Jun Tao 001; Dong Xu 015; Xiankui Xiong; Haitao Yang (ACM Great Lakes Symposium on VLSI, 2023)

Luminance-Preserving Visible and Near-Infrared Image Fusion Network with Edge Guidance. - Ruoxi Zhu; Yi Ling; Xiankui Xiong; Dong Xu 015; Xuanpeng Zhu; Yibo Fan (ICIP, 2023)

A 1T2R1C ReRAM CIM Accelerator With Energy-Efficient Voltage Division and Capacitive Coupling for CNN Acceleration in AI Edge Applications. - Deyang Chen; Zhiwang Guo; Jinbei Fang; Chenyang Zhao 008; Jingwen Jiang; Keji Zhou; Haidong Tian; Xiankui Xiong; Xiaoyong Xue; Xiaoyang Zeng (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

An Emerging NVM CIM Accelerator With Shared-Path Transpose Read and Bit-Interleaving Weight Storage for Efficient On-Chip Training in Edge Devices. - Zhiwang Guo; Deyang Chen; Chenyang Zhao 008; Jinbei Fang; Jingwen Jiang; Yixuan Liu; Haidong Tian; Xiankui Xiong; Keji Zhou; Xiaoyong Xue; Qi Liu 010; Xiaoyang Zeng (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

FullSparse: A Sparse-Aware GEMM Accelerator with Online Sparsity Prediction. - Jiangnan Yu; Fan Yang 001; Hanfei Wang; Yuxuan Qiao; Zheng Wu; Xiankui Xiong; Xiao Yao; Haidong Yao; Yecheng Zhang (CF, 2024)

Aries: A DNN Inference Scheduling Framework for Multi-core Accelerators. - Yunyi Xiang; Zheng Wu; Haidong Yao; Xiankui Xiong; Fan Yang 054 (CNIOT, 2024)

ARCTIC: Agile and Robust Compute-In-Memory Compiler with Parameterized INT/FP Precision and Built-In Self Test. - Hongyi Zhang; Haozhe Zhu; Siqi He; Mengjie Li; Chengchen Wang; Xiankui Xiong; Haidong Tian; Xiaoyang Zeng; Chixiao Chen (DATE, 2024)

Multi-Weather Degradation-Aware Transformer for Image Restoration. - Ruoxi Zhu; Minfeng Wu; Xiankui Xiong; Xuanpeng Zhu; Yibo Fan (ICASSP, 2024)

FSMM: An Efficient Matrix Multiplication Accelerator Supporting Flexible Sparsity. - Yuxuan Qiao; Fan Yang 001; Yecheng Zhang; Xiankui Xiong; Xiao Yao; Haidong Yao (ICCAD, 2024)

SFFTNet: Sparse Feature Fusion Transformer Network for Image Deblurring. - Faxing Lei; Chao Liu; Wei Li; Ming-e Jing; Xiankui Xiong; Xuanpeng Zhu; Yibo Fan (ISCAS, 2024)

LauWS: Local Adaptive Unstructured Weight Sparsity of Load Balance for DNN in Near-Data Processing. - Zixu Li; Wang Wang; Xin Zhong; Manni Li; Jiayu Yang; Yinyin Lin; Guhyun Kim; Yosub Song; Chengchen Wang; Xiankui Xiong (ISCAS, 2024)

Fast Transform Kernel Selection Based on Frequency Matching and Probability Model for AV1. - Zhijian Hao; Heming Sun; Guohao Xu; Jiaming Liu; Xiankui Xiong; Xuanpeng Zhu; Xiaoyang Zeng; Yibo Fan (IEEE Trans. Broadcast., 2024)

OPS: Outlier-Aware Precision-Slice Framework for LLM Acceleration. - Fangxin Liu; Ning Yang; Zongwu Wang; Xuanpeng Zhu; Haidong Yao; Xiankui Xiong; Qi Sun; Li Jiang 002 (DATE, 2025)

CPSnB: Compressing and Processing Spatial Similarity near Memory Bank for DNNs. - Wang Wang; Xin Zhong; Manni Li; Zixu Li; Jiayu Yang; Zijian Huang 017; Yinyin Lin; Chengchen Wang; Xiankui Xiong (ISCAS, 2025)

APCPU: Adaptive-Pooling Compression Processing Unit for Energy-Efficient DNNs Processing. - Wang Wang; Wending Zhao; Manni Li; Zixu Li; Jiayu Yang; Zijian Huang 017; Yinyin Lin; Chengchen Wang; Xiankui Xiong (ISCAS, 2025)