Yingjie Qi

According to our database, Yingjie Qi authored at least 23 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ACE-GNN: Adaptive GNN Co-Inference With System-Aware Scheduling in Dynamic Edge Environments.

Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Xinming Wei, Cenlin Duan, Weisheng Zhao, Chunming Hu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2026

Efficient SRAM-PIM Co-Design by Joint Exploration of Value-Level and Bit-Level Sparsity.

Cenlin Duan, Jianlei Yang, Yikun Wang, Yiou Wang, Yingjie Qi, Xiaolin He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weisheng Zhao

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2026

GCoDE: Efficient Device-Edge Co-Inference for GNNs via Architecture-Mapping Co-Search.

Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu

IEEE Trans. Computers, January, 2026

CIMinus: Empowering Sparse DNN Workloads Modeling and Exploration on SRAM-Based CIM Architectures.

Yingjie Qi, Jianlei Yang, Rubing Yang, Cenlin Duan, Xiaolin He, Ziyan He, Weitao Pan, Weisheng Zhao

IEEE Trans. Computers, January, 2026

MIREDO: MIP-Driven Resource-Efficient Dataflow Optimization for Computing-in-Memory Accelerator.

Xiaolin He, Cenlin Duan, Yingjie Qi, Xiao May, Jianlei Yang

Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

2025

MIREDO: MIP-Driven Resource-Efficient Dataflow Optimization for Computing-in-Memory Accelerator.

Xiaolin He, Cenlin Duan, Yingjie Qi, Xiao Ma, Jianlei Yang

CoRR, October, 2025

HPIM: Heterogeneous Processing-In-Memory-based Accelerator for Large Language Models Inference.

Cenlin Duan, Jianlei Yang, Rubing Yang, Yikun Wang, Yiou Wang, Lingkun Long, Yingjie Qi, Xiaolin He, Ao Zhou, Xueyan Wang, Weisheng Zhao

CoRR, September, 2025

Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms.

Tong Qiao, Ao Zhou, Yingjie Qi, Yiou Wang, Han Wan, Jianlei Yang, Chunming Hu

Proceedings of the 43rd IEEE International Conference on Computer Design, 2025

CIMFlow: An Integrated Framework for Systematic Design and Evaluation of Digital CIM Architectures.

Yingjie Qi, Jianlei Yang, Yiou Wang, Yikun Wang, Dayu Wang, Ling Tang, Cenlin Duan, Xiaolin He, Weisheng Zhao

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices.

Ao Zhou, Jianlei Yang, Yingjie Qi, Tong Qiao, Yumeng Shi, Cenlin Duan, Weisheng Zhao, Chunming Hu

IEEE Trans. Computers, December, 2024

DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory.

Cenlin Duan, Jianlei Yang, 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., March, 2024

Architectural Implications of GNN Aggregation Programming Abstractions.

Yingjie Qi, Jianlei Yang, Ao Zhou, Tong Qiao, Chunming Hu

IEEE Comput. Archit. Lett., 2024

Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems.

Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration.

Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity.

Cenlin Duan, Jianlei Yang, Yiou Wang, Yikun Wang, Yingjie Qi, Xiaolin He, Bonan Yan, Xueyan Wang, Xiaotao Jia, Weisheng Zhao

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms.

Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Eventor: an efficient event-based monocular multi-view stereo accelerator on FPGA platform.

Mingjun Li, Jianlei Yang, Yingjie Qi, Meng Dong, Yuhao Yang, Runze Liu, Weitao Pan, Bei Yu, Weisheng Zhao

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

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

Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.

Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu

CoRR, 2021

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.

Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu

Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

2020

Accelerating CNN Training by Pruning Activation Gradients.

Xucheng Ye, Pengcheng Dai, Junyu Luo, Xin Guo, Yingjie Qi, Jianlei Yang, Yiran Chen

Proceedings of the Computer Vision - ECCV 2020, 2020

TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture.

Xueyan Wang, Jianlei Yang, Yinglin Zhao, Yingjie Qi, Meichen Liu, Xingzhou Cheng, Xiaotao Jia, Xiaoming Chen, Gang Qu, Weisheng Zhao

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2008

Utility-based adaptive multi-frame iterative algorithm for resource scheduling in OFDMA networks.

Zongrui Ding, Guopeng Ding, Yingjie Qi, Limin Xiao, Jing Wang

Proceedings of the 2008 International Conference on Telecommunications, 2008