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76 lines
2.9 KiB
Markdown
76 lines
2.9 KiB
Markdown
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# the default layout is 'page'
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icon: fas fa-info-circle
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order: 4
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---
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# Sungchan Yi
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- Email: [calofmijuck at snu dot ac dot kr](mailto:calofmijuck@snu.ac.kr)
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- Website: [this](https://blog.zxcvber.com/about)
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**Research Interests**: Computer architecture and hardware-software co-design
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## Education
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**Seoul National University** (2024. 9 ~ Present)
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- M.S. in Computer Science and Engineering at [Architecture and Code Optimization Lab](https://arc.snu.ac.kr)
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- **Advisor**: Professor Jae W. Lee
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- GPA: 4.0/4.3
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**Seoul National University** (2017. 3 ~ 2024. 2)
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- B.S. in Computer Science and Engineering, Minor in Mathematics
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- GPA: 3.96/4.3 (Summa Cum Laude)
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## Experience
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**Undergraduate Research Intern**
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- [**Cryptography & Privacy Lab**](https://crypto.snu.ac.kr) (2024. 1 ~ 2024. 2)
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- Implementation of BFV homomorphic encryption scheme and bootstrapping over large message space
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- [**Software Foundations Lab**](https://sf.snu.ac.kr) (2023. 7 ~ 2023. 10)
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- Studies on verifying concurrency models and compilers with Coq
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- [**Architecture and Code Optimization Lab**](https://arc.snu.ac.kr) (2023. 1 ~ 2023. 3)
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- Experiments on efficient knowledge distillation with activation functions
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[**Scatterlab**](https://scatterlab.co.kr) (2020. 11 ~ 2022. 9)
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- Backend/Security/SRE Engineer
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- Spring Boot (Java) Backend, Docker/Kubernetes, AWS Cloud Security and Operations
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[**Logpresso**](https://logpresso.com/en) (2019. 7 ~ 2020. 10)
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- Big Data Platform Engineer
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- Java Backend, Data/Query Processing Interface Development
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## Publications
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- **[ACCV'24]** Soosung Kim, Yeonhong Park, Hyunseung Lee, **Sungchan Yi**, and Jae W. Lee, "ReLUifying Smooth Functions: Low-Cost Knowledge Distillation to Obtain High-Performance ReLU Networks", *Asian Conference on Computer Vision (ACCV)*, Hanoi, Vietnam, December 2024. ([PDF](https://arc.snu.ac.kr/pubs/ACCV24_ReLU.pdf))
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- **Sungchan Yi**, "Secure IAM on AWS with Multi-Account Strategy", *Undergraduate Thesis*, December 2023. ([PDF](https://arxiv.org/pdf/2501.02203))
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## Projects
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- [Multi-task fine-tuning with BERT](https://github.com/calofmijuck/pytorch-bert-fine-tuning)
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- Replicating the results in the BERT paper and improving BERT through multi-task learning
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- Letter/News Service for Korea Army Training Center
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- Simplified lettering service and automated news articles for trainees
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- Private Medical Chatbot with HEaaN
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- Application of privacy-preserving machine learning using homomorphic encryption
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## Awards
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- **Undergraduate Best Paper Award**
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- Title: Secure IAM on AWS using Multi-Account Strategy
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- **Top Prize in HDCON 2021** (Hacking and Defense Contest)
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- Topic: Design and Operation of Secure Cloud Architectures
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## Technical Skills & Interests
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- **Programming Languages**: C/C++, Java, Python, Golang, Coq
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- **Architectural Simulators**: gem5
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- System/cloud security and cryptography
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- Compilers and formal verification
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- Mathematics in general, especially algebra and analysis
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