> publications

Research papers, conference proceedings, and academic contributions

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publications — academic research
researcher@academia:~$
6
Publications
335
Total Citations
3
Conferences
1
Journals
filter:
// Found 6 publication(s) matching criteria
FEATURED
conference[2024]ICML

>Efficient Neural Architecture Search for Edge Device Deployment

Param, Jane Smith, John Doe
International Conference on Machine Learning
#NAS#Edge Computing#AutoML
citations:47
[DOI][arXiv][CODE]
FEATURED
conference[2024]PLDI

>LLM-Guided Code Generation for Hardware Description Languages

Param, Alice Chen
ACM SIGPLAN Conference on Programming Language Design and Implementation
#LLM#HDL#Code Generation
citations:23
[DOI][arXiv][PDF]
conference[2023]S&P

>Secure Information Flow Analysis in Hardware Security Modules

John Doe, Param, Bob Wilson
IEEE Symposium on Security and Privacy
#Security#Hardware#Information Flow
citations:89
[DOI][CODE]
journal[2023]JMLR

>Real-Time Object Detection on Resource-Constrained Embedded Systems

Param
Journal of Machine Learning Research
#Computer Vision#Embedded#Optimization
citations:156
[DOI][PDF]
preprint[2024]arXiv

>Towards Efficient Transformer Inference on FPGAs

Param, Emily Zhang, Mike Brown
arXiv preprint
#FPGA#Transformers#Acceleration
citations:12
[arXiv][CODE]
workshop[2023]FL@NeurIPS

>Privacy-Preserving Federated Learning for IoT Networks

Sarah Lee, Param
NeurIPS Workshop on Federated Learning
#Federated Learning#Privacy#IoT
citations:8
[arXiv]
[GOOGLE_SCHOLAR][ORCID][SEMANTIC_SCHOLAR]
researcher@academia:~$

> cat research_interests.txt

// Machine Learning
  • ► Neural Architecture Search
  • ► Efficient Deep Learning
  • ► AutoML & Meta-Learning
// Systems & Hardware
  • ► Hardware Security
  • ► FPGA Acceleration
  • ► Edge Computing
// AI Applications
  • ► LLM for Code Generation
  • ► Computer Vision
  • ► Federated Learning

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║                    OPEN FOR COLLABORATION                         ║
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Interested in collaborating on research? I'm always open to discussing new ideas in ML systems, hardware security, and efficient AI.

[SEND_RESEARCH_INQUIRY]

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    ║  "Research is what I'm doing when I don't know what I'm doing."   ║
    ║                                        - Wernher von Braun        ║
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