Wenzhe Guo

14 papers A 1B 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
A System Level Performance Evaluation for Superconducting Digital Systems.
DATE
Joyjit Kundu, Debjyoti Bhattacharjee, Nathan Josephsen, Ankit Pokhrel, Udara De Silva, Wenzhe Guo, Steven Van Winckel, Steven Brebels, Quentin Herr, Anna Herr, Manu Perumkunnil
2025 B conf
Energon: A Sustainability-Driven Modeling Framework for AI Data Centers.
ISPASS
Wenzhe Guo, Joyjit Kundu, Uras Tos, Giuliano Sisto, Cedric Rolin, Lars-Åke Ragnarsson, Timon Evenblij
2025 — conf
Keeping up with Large Language Models: A Holistic Methodology of Compute, Memory, Communication, and Cost Modeling.
IISWC
Wenzhe Guo, Joyjit Kundu, Uras Tos, Weijiang Kong, Giuliano Sisto, Timon Evenblij, Manu Perumkunnil
2025 J jnl
System-performance and cost modeling of Large Language Model training and inference.
CoRR
Wenzhe Guo, Joyjit Kundu, Uras Tos, Weijiang Kong, Giuliano Sisto, Timon Evenblij, Manu Perumkunnil
2024 J jnl
A System Level Performance Evaluation for Superconducting Digital Systems.
CoRR
Joyjit Kundu, Debjyoti Bhattacharjee, Nathan Josephsen, Ankit Pokhrel, Udara De Silva, Wenzhe Guo, Steven Van Winckel, Steven Brebels, Manu Perumkunnil, Quentin Herr, Anna Herr
2024 J jnl
An End-To-End Neuromorphic Radio Classification System With an Efficient Sigma-Delta-Based Spike Encoding Scheme.
IEEE Trans. Artif. Intell.
Wenzhe Guo, Kuilian Yang, Haralampos-G. Stratigopoulos, Hassan Aboushady, Khaled Nabil Salama
2024 — conf
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference.
IISWC
Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik
2024 J jnl
Performance Modeling and Workload Analysis of Distributed Large Language Model Training and Inference.
CoRR
Joyjit Kundu, Wenzhe Guo, Ali BanaGozar, Udari De Alwis, Sourav Sengupta, Puneet Gupta, Arindam Mallik
2024 J jnl
Supervised Local Training With Backward Links for Deep Neural Networks.
IEEE Trans. Artif. Intell.
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
2022 J jnl
BackLink: Supervised Local Training with Backward Links.
CoRR
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled N. Salama
2022 — conf
Efficient Hardware Implementation for Online Local Learning in Spiking Neural Networks.
AICAS
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
2022 J jnl
Efficient Neuromorphic Hardware Through Spiking Temporal Online Local Learning.
IEEE Trans. Very Large Scale Integr. Syst.
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
2022 J jnl
Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time.
CoRR
Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama
2022 J jnl
Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Wenzhe Guo, Hasan Erdem Yantir, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama