Jose Nunez-Yanez
Professor
Publikationer
Jose Luis Nunez-Yanez,
Fused Architecture for Dense and Sparse Matrix Processing in TensorFlow Lite, IEEE Micro 42:55-66 (2022)
https://doi.org/10.1109/MM.2022.3196705
Jose Luis Nunez-Yanez, Hadi Mousanejad Jeddi,
SGRACE: Scalable Architecture for On-Device Inference and Training of Graph Attention and Convolutional Networks, IEEE Transactions on Very Large Scale Integration (vlsi) Systems (2025)
https://doi.org/10.1109/TVLSI.2025.3591522
Abdolvahab Khalili Sadaghiani, Jose Luis Nunez-Yanez,
n-HDP-GNN: community-aware Bayesian clustering for over-smoothing-resilient, communication-efficient distributed GNNs, Journal of Supercomputing 81:1560 (2025)
https://doi.org/10.1007/s11227-025-08017-9
Jose Nunez-Yanez,
Adaptive Quantization of Graph Convolutional Networks with Hardware-Aware On-device Training, 2024 IEEE NORDIC CIRCUITS AND SYSTEMS CONFERENCE, NORCAS, IEEE (2024)
https://doi.org/10.1109/NorCAS64408.2024.10752483
Jose Nunez-Yanez,
Accelerating Graph Neural Networks in Pytorch With HLS and Deep Dataflows, Applied Reconfigurable Computing. Architectures, Tools, and Applications., Francesca Palumbo, Georgios Keramidas, Nikolaos Voros, Pedro C. Diniz (eds.), Lecture Notes in Computer Science, pp. 131-145, Springer, Cham (2023)
https://doi.org/10.1007/978-3-031-42921-7_9