Utility-based adaptive multi-frame iterative algorithm for resource scheduling in OFDMA networks. - Zongrui Ding; Guopeng Ding; Yingjie Qi; Limin Xiao; Jing Wang (ICT, 2008)

TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture. - Xueyan Wang; Jianlei Yang 001; Yinglin Zhao; Yingjie Qi; Meichen Liu; Xingzhou Cheng; Xiaotao Jia; Xiaoming Chen; Gang Qu 001; Weisheng Zhao (DAC, 2020)

Accelerating CNN Training by Pruning Activation Gradients. - Xucheng Ye; Pengcheng Dai; Junyu Luo 002; Xin Guo 008; Yingjie Qi; Jianlei Yang 001; Yiran Chen 001 (ECCV (25), 2020)

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. - Ao Zhou; Jianlei Yang 001; Yeqi Gao; Tong Qiao; Yingjie Qi; Xiaoyi Wang; Yunli Chen; Pengcheng Dai; Weisheng Zhao; Chunming Hu (RTAS, 2021)

Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. - Ao Zhou; Jianlei Yang 001; Yeqi Gao; Tong Qiao; Yingjie Qi; Xiaoyi Wang; Yunli Chen; Pengcheng Dai; Weisheng Zhao; Chunming Hu (CoRR, 2021)

Rapid analysis and detection algorithm and prevention countermeasures of urban traffic accidents under artificial intelligence. - Zhao Yang; Yingjie Qi (Int. J. Grid Util. Comput., 2021)

Eventor: an efficient event-based monocular multi-view stereo accelerator on FPGA platform. - Mingjun Li; Jianlei Yang 001; Yingjie Qi; Meng Dong; Yuhao Yang; Runze Liu 001; Weitao Pan; Bei Yu 001; Weisheng Zhao (DAC, 2022)

Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. - Ao Zhou; Jianlei Yang 001; Yingjie Qi; Yumeng Shi; Tong Qiao; Weisheng Zhao; Chunming Hu (DAC, 2023)

Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity. - Cenlin Duan; Jianlei Yang 001; Yiou Wang; Yikun Wang; Yingjie Qi; Xiaolin He; Bonan Yan; Xueyan Wang; Xiaotao Jia; Weisheng Zhao (DAC, 2024)

GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration. - Tong Qiao; Jianlei Yang 001; Yingjie Qi; Ao Zhou; Chen Bai; Bei Yu 001; Weisheng Zhao; Chunming Hu (DAC, 2024)

Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems. - Ao Zhou; Jianlei Yang 001; Tong Qiao; Yingjie Qi; Zhi Yang 001; Weisheng Zhao; Chunming Hu (DAC, 2024)

Architectural Implications of GNN Aggregation Programming Abstractions. - Yingjie Qi; Jianlei Yang 001; Ao Zhou; Tong Qiao; Chunming Hu (IEEE Comput. Archit. Lett., 2024)

DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory. - Cenlin Duan; Jianlei Yang 001; Xiaolin He; Yingjie Qi; Yikun Wang; Yiou Wang; Ziyan He; Bonan Yan; Xueyan Wang; Xiaotao Jia; Weitao Pan; Weisheng Zhao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices. - Ao Zhou; Jianlei Yang 001; Yingjie Qi; Tong Qiao; Yumeng Shi; Cenlin Duan; Weisheng Zhao; Chunming Hu (IEEE Trans. Computers, 2024)

CIMFlow: An Integrated Framework for Systematic Design and Evaluation of Digital CIM Architectures. - Yingjie Qi; Jianlei Yang 001; Yiou Wang; Yikun Wang; Dayu Wang; Ling Tang; Cenlin Duan; Xiaolin He; Weisheng Zhao (CoRR, 2025)

Efficient SRAM-PIM Co-design by Joint Exploration of Value-Level and Bit-Level Sparsity. - Cenlin Duan; Jianlei Yang 001; Yikun Wang; Yiou Wang; Yingjie Qi; Xiaolin He; Bonan Yan; Xueyan Wang; Xiaotao Jia; Weisheng Zhao (CoRR, 2025)