Publications (manually updated)

2024:

Y. Chen, W. Zhu, D. Chen, O. Mohammed, P. Khound and Z. Lu, "Impact of Image Sensor Input Faults on Pruned Neural Networks for Object Detection," 2024 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), Didcot, United Kingdom, 2024, pp. 1-6, doi: 10.1109/DFT63277.2024.10753547.

Chen, Y., Zhu, W., Lu, Z. Travel Time-Based Task Mapping for NoC-Based DNN Accelerator. In: Carro, L., Regazzoni, F., Pilato, C. (eds) Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2024. Lecture Notes in Computer Science, vol 15226. Springer, Cham. https://doi.org/10.1007/978-3-031-78377-7_6

2022:

Y. Chen, W. Zhu, D. Chen and Z. Lu, "Online Image Sensor Fault Detection for Autonomous Vehicles," 2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Penang, Malaysia, 2022, pp. 120-127, doi: 10.1109/MCSoC57363.2022.00028.

Y. Chen, Y. Nevarez, Z. Lu and A. Garcia-Ortiz, "Accelerating Non-Negative Matrix Factorization on Embedded FPGA with Hybrid Logarithmic Dot-Product Approximation," 2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Penang, Malaysia, 2022, pp. 239-246, doi: 10.1109/MCSoC57363.2022.00070.

2021:

Yizhi Chen , A. Najafi and A. Garcia-Ortiz, "On the Effects of Data Distribution on Small-error Approximate Adders,"  2020 9th International Conference on Modern Circuits and Systems Technologies (MOCAST) , 2020, pp. 1-4, doi: 10.1109/MOCAST49295.2020.9200260.

 

Co-authored publications

2025: 

Wenyao Zhu, Yizhi Chen, and Zhonghai Lu. 2025. NoCDAS: A Cycle-Accurate NoC-Based Deep Neural Network Accelerator Simulator. ACM Trans. Model. Comput. Simul. Just Accepted (April 2025). https://doi.org/10.1145/3729169

2024:

Zhu, W., Chen, Y., Lu, Z. Pooling On-the-Go for NoC-Based Convolutional Neural Network Accelerator. In: Carro, L., Regazzoni, F., Pilato, C. (eds) Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2024. Lecture Notes in Computer Science, vol 15227. Springer, Cham. https://doi.org/10.1007/978-3-031-78380-7_9

W. Zhu, Z. Liu, Y. Chen, D. Chen and Z. Lu, "Amputee Gait Phase Recognition Using Multiple GMM-HMM," in IEEE Access, vol. 12, pp. 193796-193806, 2024, doi: 10.1109/ACCESS.2024.3516520. 

W. Zhu, Y. Chen and Z. Lu, "Activation in Network for NoC-Based Deep Neural Network Accelerator," in 2024 International VLSI Symposium on Technology, Systems and Applications, VLSI TSA 2024 - Proceedings, 2024.

2022:

Nevarez, Y., Beering, A., Najafi, A., Najafi, A., Yu, W., Chen, Y., ... & Garcia-Ortiz, A. (2023). CNN sensor analytics with hybrid-float6 quantization on low-power embedded FPGAs. IEEE Access, 11, 4852-4868.

Lu Z, Zhu W, Chen Y , et al. Wearable pressure sensing for lower limb amputees[C]//2022 IEEE Biomedical Circuits and Systems Conference (BioCAS). IEEE, 2022: 105-109.

Zhu W, Chen Y , Ko ST, et al. Redundancy Reduction for Sensor Deployment in Prosthetic Socket: A Case Study[J]. Sensors, 2022, 22(9): 3103.

 

Updated on 2025-04-16.