Hanqiu Chen

According to our database, Hanqiu Chen authored at least 9 papers between 2022 and 2024.

Collaborative distances:

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

2024

Survey of Machine Learning for Software-assisted Hardware Design Verification: Past, Present, and Prospect.

Nan Wu, Yingjie Li, Hang Yang, Hanqiu Chen, Steve Dai, Cong Hao, Cunxi Yu, Yuan Xie

ACM Trans. Design Autom. Electr. Syst., 2024

Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural Representation.

Hanqiu Chen, Xuebin Yao, Pradeep Subedi, Cong Hao

CoRR, 2024

HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond.

Stefan Abi-Karam, Rishov Sarkar, Allison Seigler, Sean Lowe, Zhigang Wei, Hanqiu Chen, Nanditha Rao, Lizy Kurian John, Aman Arora, Cong Hao

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.

Hanqiu Chen, Yitu Wang, Luis Vitório Cargnini, Mohammadreza Soltaniyeh, Dongyang Li, Gongjin Sun, Pradeep Subedi, Andrew Chang, Yiran Chen, Cong Hao

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

2023

Rapid-INR: Storage Efficient CPU-Free DNN Training Using Implicit Neural Representation.

Hanqiu Chen, Hang Yang, Stephen B. R. Fitzmeyer, Cong Hao

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Hardware/Software Co-design for Machine Learning Accelerators.

Hanqiu Chen, Cong Hao

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference.

Hanqiu Chen, Cong Hao

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

2022

Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU.

Hanqiu Chen, Yahya Alhinai, Yihan Jiang, Eunjee Na, Cong Hao

Proceedings of the IEEE International Symposium on Workload Characterization, 2022

Mask-Net: A Hardware-efficient Object Detection Network with Masked Region Proposals.

Hanqiu Chen, Cong Hao

Proceedings of the 33rd IEEE International Conference on Application-specific Systems, 2022