Shize Zhou

According to our database, Shize Zhou authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Automatic Generation and Optimization Framework of NoC-Based Neural Network Accelerator Through Reinforcement Learning.

Yongqi Xue, Jinlun Ji, Xinming Yu, Shize Zhou, Siyue Li, Xinyi Li, Tong Cheng, Shiping Li, Kai Chen, Zhonghai Lu, Li Li, Yuxiang Fu

IEEE Trans. Computers, December, 2024

HAS-RL: A Hierarchical Approximate Scheme Optimized With Reinforcement Learning for NoC-Based NN Accelerators.

Siyue Li, Shize Zhou, Yongqi Xue, Wenjie Fan, Tong Cheng, Jinlun Ji, Chenyang Dai, Wenqing Song, Qinyu Chen, Chang Gao, Li Li, Yuxiang Fu

IEEE Trans. Circuits Syst. I Regul. Pap., April, 2024

Understanding the AI-powered Binary Code Similarity Detection.

Lirong Fu, Peiyu Liu, Wenlong Meng, Kangjie Lu, Shize Zhou, Xuhong Zhang, Wenzhi Chen, Shouling Ji

CoRR, 2024

2023

A NoC-Based Spatial DNN Inference Accelerator With Memory-Friendly Dataflow.

Lingxiao Zhu, Wenjie Fan, Chenyang Dai, Shize Zhou, Yongqi Xue, Zhonghai Lu, Li Li, Yuxiang Fu

IEEE Des. Test, December, 2023

2022

AOME: Autonomous Optimal Mapping Exploration Using Reinforcement Learning for NoC-based Accelerators Running Neural Networks.

Yongqi Xue, Jinlun Ji, Xinyi Li, Siyue Li, Shize Zhou, Tong Cheng, Li Li, Yuxiang Fu

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Work in Progress: ACAC: An Adaptive Congestion-aware Approximate Communication Mechanism for Network-on-Chip Systems.

Shize Zhou, Yongqi Xue, Siyue Li, Jinlun Ji, Tong Cheng, Li Li, Yuxiang Fu

Proceedings of the International Conference on Compilers, 2022