Hiroki Naganuma
(長沼 大樹)
Modified on: 2023/07/22
Profile Information
- Affiliation
- PhD Student, Computer Science and Operations Research, Université de Montréal
- PhD Student, Mila (Quebec Artificial Intelligence Institute)
- Degree
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Master (Engineering)(Tokyo Institute of Technology)学士(工学)(東京工業大学)
- ORCID ID
- https://orcid.org/0000-0002-4595-8381
- J-GLOBAL ID
- 201901008501473681
- researchmap Member ID
- B000362695
- External link
Incoming Ph.D. student in Computer Science at Université de Montréal, Mila - Quebec Artificial Intelligence Institute from fall 2020. My research area is High-Performance Computing. I also specialize in Deep Learning Theory and have internship experience at RIKEN AIP Deep Learning Theory Team. My research interests center around large scale parallelization in machine learning and understanding training dynamics of deep neural network.
Research Areas
2Research History
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Sep, 2020 - Present
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Apr, 2020 - Present
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Jul, 2017 - Present
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Apr, 2019 - Mar, 2020
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Apr, 2017 - Mar, 2018
Education
4-
Sep, 2020 - Present
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Apr, 2017 - Mar, 2019
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Apr, 2013 - Mar, 2017
Awards
11-
May, 2019
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Oct, 2018
Papers
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CoRR, abs/2306.11922, Jun 20, 2023
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CoRR, abs/2211.08583, Nov 15, 2022
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CoLLAs, abs/2206.11180 966-981, Jun 22, 2022
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AISTATS, abs/2203.14495 4381-4408, Mar 28, 2022
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Transactions of the Virtual Reality Society of Japan, 24(3) 313-323, Sep, 2019 Peer-reviewed
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19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2019, Larnaca, Cyprus, May 14-17, 2019, 696-703, 2019 Peer-reviewed
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Tsukuba Global Science Week 2018 (TGSW2018), Tsukuba, Japan, Sep 22-25, 35-38, Sep, 2018 Peer-reviewed
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HPC Asia 2018, Tokyo, Japan, Jan 28-31, 2018, Jan, 2018 Peer-reviewed
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Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017, 186-192, Sep 12, 2017 Peer-reviewed
Misc.
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第84回全国大会講演論文集, 2022(1) 383-384, Feb 17, 2022
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第83回全国大会講演論文集, 2021(1) 489-490, Mar 4, 2021
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第83回全国大会講演論文集, 2021(1) 485-486, Mar 4, 2021
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第82回全国大会講演論文集, 2020(1) 359-360, Feb 20, 2020
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Proceedings of the Annual Conference of JSAI, JSAI2020 4Rin169-4Rin169, 2020
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第81回全国大会講演論文集, 2019(1) 315-316, Feb 28, 2019
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117(238) 101-107, Oct 12, 2017
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117(238) 1-6, Oct 12, 2017
Presentations
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The 34th Annual Conference of the Japanese Society for Artificial Intelligence, 2020, Jun 12, 2020
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The 82nd National Convention of Information Processing Society of Japan, Mar, 2020
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The 22nd Information-Based Induction Sciences and Machine Learning Workshop, Nov, 2019
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The 11th Asian Conference on Machine Learning (ACML 2019) Workshop, Nov, 2019
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CREST 3 AI Projects Joint Meeting 2019, Aug 27, 2019
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INTERNATIONAL HPC SUMMER SCHOOL 2019 (IHPCSS2019), Jul, 2019
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The 3rd cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming (xSig2019), May 29, 2019
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Verification of the Reducing the Number of Iterations in Large Mini-Batch Training by Applying Mixuphe 3rd cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming (xSig2019), May 28, 2019
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Tokyo Institute of Technology and Stony Brook University Joint Science and Technology Meeting, May, 2019
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The Institute of Electronics Information and Communication Engineers General Conference 2019, Mar 19, 2019
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The 81st National Convention of Information Processing Society of Japan,, Mar 16, 2019
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CREST-Deep Symposium, Nov 27, 2018
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情報科学技術フォーラム講演論文集, Sep 12, 2018
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GTC Japan 2017, Dec, 2017
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電子情報通信学会技術研究報告, Oct 5, 2017
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電子情報通信学会技術研究報告, Oct 5, 2017
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日本応用数理学会年会講演予稿集(CD-ROM), Sep 4, 2017
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計算工学講演会論文集(CD-ROM), May 31, 2017
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情報処理学会研究報告(Web), Mar 1, 2017
Professional Memberships
5Works
3-
Oct, 2017 - Dec, 2018 Artistic work
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Jun, 2018 - Oct, 2018 Artistic work
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Oct, 2016 - Mar, 2018 Other
Research Projects
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Grants-in-Aid for Scientific Research, Grant-in-Aid for JSPS Fellows, Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2021
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Masason Foundation, Jun, 2018
Other
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Jun, 2020 - Jul, 2020I attended MLSS 2020 in Tübingen, Germany which is the most mainstream summer schools on machine learning. http://mlss.tuebingen.mpg.de/2020/
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Dec, 2019 - Dec, 2019At the 78th Artificial Intelligence Seminar AI Trends and Top Conferences debriefing session (NeurIPS2019), I published a slide titled "Trends in Deep Learning Theory at NeurIPS 2019". https://www.ai-gakkai.or.jp/no78_jsai_seminar_online/
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Jul, 2019 - Jul, 2019Host: RIKEN Center for Computational Science Places: RIKEN Center for Computational Science and Integrated Research Center, Kobe University mentor: Ilya Zhukov (Jülich Supercomputing Centre)
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Mar, 2019 - Mar, 2019This program is made available as part of the Global Scientists and Engineers Course. Students can earn course credit by participating in this program. Set up with the main purpose of providing students with leadership training offered at Georgia Institute of Technology, the program will include lectures, workshops, and joint activities with local students.
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Mar, 2018 - Mar, 2018Host: Education Center on Computational Science and Engineering, Kobe University Place: Kobe Campus for Information Science, University of Hyogo
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Oct, 2017 - Oct, 2017Health++ is a two-day event that will bring together 300 engineers, designers, business experts, and healthcare professionals for a weekend of ideating, designing, and building for affordability in healthcare both domestically and globally. We won the 3rd Prize.
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May, 2017 - May, 2017I presented the opening and finale at the TEDxUTokyo 2017. I developed a system which generates images which are linked with Facebook in real-time and projected at TEDxUTokyo. In detail, I performed real-time analysis of large-scale data and developed interactive content linked with Facebook.
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Nov, 2016 - Nov, 2016I was selected for the first Japanese for the undergraduate program at SC16, the top conference of the High-Performance Computing (HPC) Through the SC, I was able to participate with support from the US government for travel expenses, accommodation expenses, and conference participation expenses.
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Mar, 2016 - Mar, 2016I participated in the Silicon Valley Workshop with the support of Recruit Holdings and stayed in San Francisco and Silicon Valley for 10 days. I took some lectures at Stanford University and toured IT-related companies around Palo Alto.
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Oct, 2015 - Oct, 2015At the Musashino Art University Art Festival, I conducted projection mapping planning (interactive planning) as a leader and engineer. Additionally, I won the First Prize in the 2025 Japan World Expo Committee Creative Competition Digital Creative Department.
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Apr, 2013 - Apr, 2013The Global Scientists and Engineers Course (GSEC) provides a systematic curriculum that enables bachelor’s and master’s degree students to develop the necessary competencies to excel in the global arena. Through step-by-step approach, students will be able to gain global competencies as follows ; (a) a global mindset, (b) practical skills to work in global environment, and (c) skills necessary for international collaboration. The aims of GSEC are to foster scientists and engineers who thrive in a global society and have the expertise to contribute innovative solutions to unknown global issues. Through GSEC, it is hoped that ones will be equipped with identity based on their field of expertise/knowledge/technical skills, as well as global mindset to respect ethical values and diversity.