A NoC-Based Spatial DNN Inference Accelerator With Memory-Friendly Dataflow. - Lingxiao Zhu; Wenjie Fan 004; Chenyang Dai; Shize Zhou; Yongqi Xue; Zhonghai Lu; Li Li 003; Yuxiang Fu (IEEE Des. Test, 2023)

TTNNM: Thermal- and Traffic-Aware Neural Network Mapping on 3D-NoC-based Accelerator. - Xinyi Li; Wenjie Fan 004; Heng Zhang 025; Jinlun Ji; Tong Cheng; Shiping Li; Li Li 003; Yuxiang Fu (ACM Great Lakes Symposium on VLSI, 2024)

HAS-RL: A Hierarchical Approximate Scheme Optimized With Reinforcement Learning for NoC-Based NN Accelerators. - Siyue Li; Shize Zhou; Yongqi Xue; Wenjie Fan 004; Tong Cheng; Jinlun Ji; Chenyang Dai; Wenqing Song; Qinyu Chen; Chang Gao 002; Li Li 003; Yuxiang Fu (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Communication Synchronization-Aware Arbitration Policy in NoC-Based DNN Accelerators. - Wenjie Fan 004; Siyue Li; Lingxiao Zhu; Zhonghai Lu; Li Li 003; Yuxiang Fu (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

NAME: NoC-based Accelerators Mapping Exploration for High Performance DNN Inference. - Jinlun Ji; Hengyue Gao; Heng Zhang 025; Yuqi Lu; Kai He; Yulong Song; Wenjie Fan 004; Li Li 003; Yuxiang Fu (ISCAS, 2025)

HengNet: An Ultra-lightweight Model with Two-level Reuse Algorithm for Seizure Detection and Prediction. - Heng Zhang 025; Linxiang Wang; Wenjie Fan 004; Zhenglin Gu; Youbin Luo; Xingjie Zou; Chang Gao 002; Qinyu Chen; Yuxiang Fu; Li Li 003 (ISCAS, 2025)

FAS-NoC: A Real-Time Fused Approximation Scheme Coordinating Communication and Computation for NoC-Based NN Accelerators. - Siyue Li; Chuanzhu Liu; Wenjie Fan 004; Heng Zhang 025; Chenyang Dai; Congyi Sun; Xinyu Wang; Li Li 003; Yuxiang Fu (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)