Jinlun Ji

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Function Approximation

Direct Policy Search

Reinforcement Learning

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

ACM Great Lakes Symposium on VLSI

Publications

Xinyi Li, Wenjie Fan, Heng Zhang, Jinlun Ji, Tong Cheng, Shiping Li, Li Li, Yuxiang Fu
TTNNM: Thermal- and Traffic-Aware Neural Network Mapping on 3D-NoC-based Accelerator. ACM Great Lakes Symposium on VLSI (2024)
Siyue Li, Shize Zhou, Yongqi Xue, Wenjie Fan, Tong Cheng, Jinlun Ji, Chenyang Dai, Wenqing Song, Qinyu Chen, Chang Gao, Li Li, Yuxiang Fu
HAS-RL: A Hierarchical Approximate Scheme Optimized With Reinforcement Learning for NoC-Based NN Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Shize Zhou, Yongqi Xue, Siyue Li, Jinlun Ji, Tong Cheng, Li Li, Yuxiang Fu
Work in Progress: ACAC: An Adaptive Congestion-aware Approximate Communication Mechanism for Network-on-Chip Systems. CASES (2022)
Yongqi Xue, Jinlun Ji, Xinyi Li, Siyue Li, Shize Zhou, Tong Cheng, Li Li, Yuxiang Fu
AOME: Autonomous Optimal Mapping Exploration Using Reinforcement Learning for NoC-based Accelerators Running Neural Networks. ICCD (2022)