I am a first year graduate student at Kyoto University majoring in Computer Science.
I want to make deep learning models and systems more tractable.
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| Date | Company | Position | Description |
|---|---|---|---|
| May 2024 ~ present | Research and Development Center for Large Language Models, National Institute of Informatics | Research Assistant | I am engaged in research on the memorization of LLMs and the development of Vision-Language Models. |
| February 2024 ~ April 2024 | LLM-jp, National Institute of Informatics | Student Intern | I am involved in research on LLM memorization and forgetting. |
| September 2023 | Nikkei Inc. | Software Engineer Intern, Hack The Nikkei Internship in Kyoto | We have developed a web application to improve the quality of comments on articles by using NLP techniques to find the relevance of comments to articles and by creating a function to support quotations. |
| March 2023 | Knowledge Work Inc. | Software Engineer Intern, Gopher Enablement Internship | I developed goindexsearch that can do “go vet” and “grep” for all packages in https://index.golang.org/index Repository: goindexSearch |
| February 2023 | negocia Inc. | Data Scientist internship | I fine tuned the Stable Diffusion model with FFHQ dataset. |
| September 2022 | Rakuten Group, Inc. | Software Engineer internship | We developed a LINE chat bot called Pal-puppy in hackathon style for 5 days. During the internship, our team proposed ideas, defined the app’s specifications, developed and presented our product. we were 2nd place in the Qualifying Block. Repository: pal-puppy |
| August 2022 ~ September 2022 | Cybozu Inc. | Kubernetes infrastructure engineer internship | We developed a custom controller (AutoVirtualDC) to manage and schedule virtual data center environments. For development, we used kubebuilder, a framework for building Kubernetes APIs with custom resource definitions. Repository: nyamber The experience story is here cybozu summer intern 2022 Kubernetes 基盤開発コース参加記 |
| August 2022 | Amazon Web Services Inc. | AWS Summer workshop as cloud support engineer | I participated in the customer support engineer’s work during this workshop. |
| March 2022 ~ April 2024 | Osaka University | Software development as technical assistant | I’m developing numerical software for quantum computation and quantum chemistry |
jax-llm: A Tool for Pre-training Large Language Models and Its Application to Input Methods, YANS (Young Researcher Association for NLP Studies) 2024, 2024, Issa Sugiura
[Draft Paper] | [Poster] | [Code (jax-llm)] | [Code (input-method)]
Improving Generalization Performance of Trained Models by Unlearning Mislabeled Data, 16th Forum on Data Engineering and Information Management (DEIM2024), 2024, Issa Sugiura, Shingo Okamura, Kyosuke Yamashita, and Naoto Yanai
[Paper] | [Slide] | [Code]
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We (F.SE team) placed 2nd out of 15 teams in the PWS Cup 2023, a competition held in conjunction with the Computer Security Symposium (CSS) 2023. 2023/10/30 - 2023/11/2
Repository: https://github.com/fseclab-osaka/pwscup2023-public
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| Date | Event | Description |
|---|---|---|
| October 2023 | init.g an event on cyber security held by Google in Shibuya | joined as a student. |
| October 2023 | 第56回 情報科学若手の会 in 軽井沢 | 通常発表 「AIセキュリティはなぜセキュリティ分野か」 slide: Why AI Security is a field of Security? |
| September 2023 | Security mini-camp in Yamanashi Pref. | joined as a tutor. |
| September 2023 | released PaperGuessr, a quiz app. | |
| May 2023 | Circular lectures on cryptography theory in the laboratory | Presentation slide: Diffie-Hellman Key Exchange を通して学ぶ Hardness Assumptions |
| March 11, 2023 | security camp forum 2023 | Alumni LT(lightning talk) presentation Presentation slide: gomicollector ガベコレ自作で辿る自作の森 |
| November 19, 2022 ~ November 22, 2022 | 北海道スタディツアー2022 アイヌ民族の歴史と当事者研究から考える対話と共生のコミュニティづくり, 主催 大阪大学社会ソリューションイニシアティブ(SSI) etc. | more details |
| July 2022 | ISUCON12 qualify | porting from Golang to Rust at ISUCON12 qualify. |