Samuel Hsia

According to our database1, Samuel Hsia authored at least 9 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Is Flash Attention Stable?
CoRR, 2024

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024

MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023
Characterizing the Scalability of Graph Convolutional Networks on Intel<sup>®</sup> PIUMA.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2023

MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2021
RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance.
Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

RecSSD: near data processing for solid state drive based recommendation inference.
Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020
DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference.
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Cross-Stack Workload Characterization of Deep Recommendation Systems.
Proceedings of the IEEE International Symposium on Workload Characterization, 2020


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