Author

Samuel Hsia

Observed name: Hsia, Samuel

Institutions: Harvard University, Meta (United States)

Observed institutions: Harvard University, Meta (United Kingdom), Meta (United States)

ORCID: 0000-0003-4053-2100

Observed ORCID: 0000-0003-4053-2100

OpenAlex ID: A5047381366

DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference

2020 · Udit Gupta, Samuel Hsia, et al. · Proceedings - International Symposium on Computer Architecture/Proceedings · 175

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RecSSD: near data processing for solid state drive based recommendation inference

2021 · Mark Wilkening, Udit Gupta, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 105

Cross-Stack Workload Characterization of Deep Recommendation Systems

2020 · Samuel Hsia, Udit Gupta, et al. · IEEE International Symposium on Workload Characterization · 33

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RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance

2021 · Udit Gupta, Samuel Hsia, et al. · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 31

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Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

2024 · Alicia Golden, Samuel Hsia, et al. · IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) · 12

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MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation

2023 · Samuel Hsia, Udit Gupta, et al. · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · 10

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MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems

2024 · Samuel Hsia, Alicia Golden, et al. · Proceedings - International Symposium on Computer Architecture/Proceedings · 8

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Characterizing the Scalability of Graph Convolutional Networks on Intel ® PIUMA

2023 · Matthew Joseph Adiletta, Jesmin Jahan Tithi, et al. · IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) · 6

Characterizing and Efficiently Accelerating Multimodal Generation Model Inference

2025 · Yejin Lee, Alicia Golden, et al. · IEEE Micro · 5

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RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference

2021 · Wilkening, Mark, Gupta, Udit, et al. · arXiv (Cornell University) · 4

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Replication Package for Article -- RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference

2021 · Mark Wilkening, Udit Gupta, et al. · Artifact Digital Object Group · 1

WeightBridge: An Efficient Weight Transfer Library for Reinforcement Learning

2026 · Jiang, Xuanlin, Hsia, Samuel, et al. · arXiv (Cornell University)

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KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta