Yingjie Qi

Orcid: 0009-0009-2785-4480

According to our database1, Yingjie Qi authored at least 14 papers between 2008 and 2024.

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Bibliography

2024
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices.
IEEE Trans. Computers, December, 2024

DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2024

Architectural Implications of GNN Aggregation Programming Abstractions.
IEEE Comput. Archit. Lett., 2024

Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
Eventor: an efficient event-based monocular multi-view stereo accelerator on FPGA platform.
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.
Int. J. Grid Util. Comput., 2021

Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
CoRR, 2021

Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms.
Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

2020
Accelerating CNN Training by Pruning Activation Gradients.
Proceedings of the Computer Vision - ECCV 2020, 2020

TCIM: Triangle Counting Acceleration With Processing-In-MRAM Architecture.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2008
Utility-based adaptive multi-frame iterative algorithm for resource scheduling in OFDMA networks.
Proceedings of the 2008 International Conference on Telecommunications, 2008


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