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Hsien-Hsin S. Lee

Identifiers

  • name variant Hsien-Hsin S. Lee 0.60 · backfill

Papers (16)

  1. Information Flow Control in Machine Learning through Modular Model Architecture cs.LG · 2023 · author #9
  2. Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference cs.DC · 2023 · author #5
  3. GPU-based Private Information Retrieval for On-Device Machine Learning Inference cs.CR · 2023 · author #10
  4. Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems cs.CE · 2022 · author #7
  5. DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation cs.DC · 2022 · author #5
  6. Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis cs.LG · 2022 · author #7
  7. AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks cs.CR · 2022 · author #8
  8. Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications cs.AR · 2022 · author #4
  9. Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation cs.DC · 2022 · author #5
  10. Sustainable AI: Environmental Implications, Challenges and Opportunities cs.LG · 2021 · author #19
  11. RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance cs.AR · 2021 · author #6
  12. Chasing Carbon: The Elusive Environmental Footprint of Computing cs.AR · 2020 · author #5
  13. Cheetah: Optimizing and Accelerating Homomorphic Encryption for Private Inference cs.CR · 2020 · author #6
  14. DeepRecSys: A System for Optimizing End-To-End At-scale Neural Recommendation Inference cs.DC · 2020 · author #7
  15. RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing cs.DC · 2019 · author #14
  16. The Architectural Implications of Facebook's DNN-based Personalized Recommendation cs.DC · 2019 · author #10

Mentions

  • 2306.03235 #9 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2301.10904 #10 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2303.06182 #5 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2206.06780 #4 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2208.08025 #8 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2212.06264 #7 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2212.00939 #5 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2209.05578 #7 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2203.07424 #5 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2111.00364 #19 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2105.08820 #6 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2011.02839 #5 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2006.00505 #6 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 1906.03109 #10 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 2001.02772 #7 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee
  • 1912.12953 #14 · arxiv_oai · confidence 0.70 Hsien-Hsin S. Lee

Frequent Coauthors