4,500,000 JPY
DetailHiromu Yakura (hiromu1996)
Japanese
About me: CV
- Ph.D. Student at University of Tsukuba
- JSPS Research Fellowship for Young Scientists (DC1)
- Recipient of Google PhD Fellowship and Microsoft Research PhD Fellowship
- The Former Leader of Nada Personal Computer users' Association
Interests
- Human-Computer Interaction
- Music Information Processing
- Machine Learning
- Computer Security
My Activities
Publications
Refereed Journals
- Riku Arakawa, DOI] , Vimal Mollyn, Suzanne Nie, Emma Russell, Dustin P. Demeo, Haarika A. Reddy, Alexander K. Maytin, Bryan T. Carroll, Jill Fain Lehman, and Mayank Goel: PrISM-Tracker: A Framework for Multimodal Procedure Tracking using Wearable Sensors and State Transition Information with User-Driven Handling of Errors and Uncertainty, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 6, No. 4, pp. 156:1-156:27, Jan 2023. [
- DOI] , Tomoyasu Nakano, and Masataka Goto: An Automated System Recommending Background Music to Listen to While Working, User Modeling and User-Adapted Interaction, Vol. 32, pp. 355-388, May 2022. [
- DOI] , Kento Watanabe, and Masataka Goto: Self-Supervised Contrastive Learning for Singing Voices, IEEE/ACM Transactions on Audio, Speech and Language Processing, Vol. 30, pp. 1614-1623, April 2022. [
- Riku Arakawa and DOI] (equal contribution): Reaction or Speculation: Building Computational Support for Users in Catching-Up Series Based on an Emerging Media Consumption Phenomenon, Proceedings of the ACM on Human-Computer Interaction, Vol. 5, No. CSCW1, pp. 151:1-151:28, April 2021. [
- DOI] , Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama, and Jun Sakuma: Neural Malware Analysis with Attention Mechanism, Computers & Security, Vol. 87, No. 101592, November 2019. [
Peer-Reviewed International Conferences
- Project Page] [arXiv] and Masataka Goto: IteraTTA: An Interface for Exploring Both Text Prompts and Audio Priors in Generating Music with Text-to-Audio Models, In Proceedings of the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), to appear, October 2023. [
- Riku Arakawa, DOI] [arXiv] (equal contribution), and Masataka Goto: CatAIyst: Domain-Extensible Intervention for Preventing Task Procrastination Using Large Generative Models, In Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2023), No. 157, April 2023. [
- Yuki Koike, Hiroyuki Katsura, DOI] [arXiv] , and Yuma Kurogome: SLOPT: Bandit Optimization Framework for Mutation-Based Fuzzing, In Proceedings of the 38th Annual Computer Security Applications Conference (ACSAC 2022), pp. 519-533, December 2022. [
- Riku Arakawa, DOI] (equal contribution), and Sosuke Kobayashi: VocabEncounter: NMT-powered Vocabulary Learning by Presenting Computer-Generated Usages of Foreign Words into Users' Daily Lives, In Proceedings of the 2022 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2022), No. 6, April 2022. [
- Riku Arakawa, DOI] (equal contribution), and Masataka Goto: BeParrot: Efficient Interface for Transcribing Unclear Speech via Respeaking, In Proceedings of the 27th ACM International Conference on Intelligent User Interface (ACM IUI 2022), pp. 832-840, March 2022. [
- Project Page] [DOI] [arXiv] , Yuki Koyama, and Masataka Goto: Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics, In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), pp. 1208-1216, August 2021. [
- DOI] [arXiv] : No More Handshaking: How have COVID-19 pushed the expansion of computer-mediated communication in Japanese idol culture?, In Proceedings of the 2021 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2021), No. 645, May 2021. [
- Riku Arakawa and DOI] [arXiv] (equal contribution): Mindless Attractor: A False-Positive Resistant Intervention for Drawing Attention Using Auditory Perturbation, In Proceedings of the 2021 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2021), No. 99, May 2021. [
- DOI] and Masataka Goto: Enhancing Participation Experience in VR Live Concerts by Improving Motions of Virtual Audience Avatars, In Proceedings of the 19th IEEE International Symposium on Mixed and Augmented Reality (IEEE ISMAR 2020), pp. 555-565, November 2020. [
- Riku Arakawa and DOI] (equal contribution): Mimicker-in-the-Browser: A Novel Interaction Using Mimicry to Augment the Browsing Experience, In Proceedings of the 22nd ACM International Conference on Multimodal Interaction (ACM ICMI 2020), pp. 351-360, October 2020. [
- Riku Arakawa and DOI] (equal contribution): INWARD: A Computer-Supported Tool for Video-Reflection Improves Efficiency and Effectiveness in Executive Coaching, In Proceedings of the 2020 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2020), No. 574, April 2020. [
- Project Page] [DOI] [arXiv] [Source Code] , Youhei Akimoto, and Jun Sakuma: Generate (non-software) Bugs to Fool Classifiers, In Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020), pp. 1070-1078, April 2020. [
- Project Page] [DOI] [arXiv] [Source Code] and Jun Sakuma: Robust Audio Adversarial Example for a Physical Attack, In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), pp. 5334-5441, August 2019. [
- Riku Arakawa and DOI] [arXiv] (equal contribution): REsCUE: A framework for REal-time feedback on behavioral CUEs using multimodal anomaly detection, In Proceedings of the 2019 ACM CHI Conference on Human Factors in Computing Systems (ACM CHI 2019), No. 572, May 2019. [
- DOI] , Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama, and Jun Sakuma: Malware Analysis of Imaged Binary Samples by Convolutional Neural Network with Attention Mechanism, In Proceedings of the 8th ACM Conference on Data and Application Security and Privacy (ACM CODASPY 2018), pp. 127-134, Match 2018. [
- DOI] , Tomoyasu Nakano, and Masataka Goto: FocusMusicRecommender: A System for Recommending Music to Listen to While Working, In Proceedings of the 23rd ACM International Conference on Intelligent User Interface (ACM IUI 2018), pp. 7-18, March 2018. [
Peer-Reviewed International Workshops
- Riku Arakawa and DOI] (equal contribution): AI for human assessment: What do professional assessors need?, In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (ACM CHI 2023 Case Study), No. 378, April 2023. [
- Riku Arakawa and arXiv] (equal contribution): Human-AI communication for human-human communication: Applying interpretable unsupervised anomaly detection to executive coaching, In Proceedings of the IJCAI Workshop on Communication in Human-AI Interaction (IJCAI CHAI 2022), 6 pages, July 2022. [
- Riku Arakawa and arXiv] (equal contribution): AI for human assessment: What do professional assessors need?, In Proceedings of the ACM CHI Workshop on Trust and Reliance in AI-Human Teams (CHI TRAIT 2022), 6 pages, April 2022. [
Other Publications
- DOI] : Failure-Resistant Intelligent Interaction for Reliable Human-AI Collaboration, In Proceedings of the 2023 AAAI Conference on Artificial Intelligence Special Programs (AAAI 2023 Doctoral Consortium), pp. 16141-16142, September 2023. [
- DOI] : A Generative Framework for Designing Interactions to Overcome the Gaps between Humans and Imperfect AIs Instead of Improving the Accuracy of the AIs, In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (ACM CHI 2023 Doctoral Consortium), No. 479, April 2023. [
- DOI] , Shinnosuke Shinozaki, Reon Nishimura, Yoshihiro Oyama, and Jun Sakuma: Malware Analysis of Imaged Binary Samples by Convolutional Neural Network with Attention Mechanism, In Proceedings of 10th ACM Workshop on Artificial Intelligence and Security (AISec 2017) - Poster, pp. 55-56, November 2017. [
Invited Talks
- Slide] : How to make good use of AI technologies: Clarifying the Boundary between Humans and Machines, Tsukuba Conference 2021, September 2021. [
- and Jun Sakuma: Audio Adversarial Example in the Physical World, The 14th International Workshop on Security (IWSEC 2019), August 2019.
Grants
Japan Science and Technology Agency ACT-X
2020/11/01 - 2023/03/31
Microsoft Research PhD Fellowship
2021/10/21 - 2022/08/31
10,000 USD
DetailGoogle PhD Fellowship
2020/10/12 - 2021/08/31
10,000 USD
DetailSUGOUDE IT Super Engineer Support Program
2014/06/01 - 2014/12/31
1,000,000 JPY
DetailSUGOUDE IT Super Engineer Support Program
2013/06/01 - 2013/12/31
1,000,000 JPY
DetailIPA (Information-technology Promotion Agency, Japan) Mitou Program
2012/02/01 - 2012/08/31
1,200,000 JPY (Youngest Adoption)
DetailPrizes
The 36th Advanced Technology Award
2023/06/16
Nippon Broadcasting System Award
DetailACM CHI Conference on Human Factors in Computing Systems
2023/04/23 - 2023/04/29
Best Case Study Honourable Mention
DetailThe 38th Telecommunication Advancement Foundation Award
2023/03/19
Telecom System Technology Student Paper Award
DetailThe 46th Yasujiro Niwa Outstanding Paper Award
2023/02/03
Outstanding Paper Award
DetailThe 3rd TOME R&D Inc. Research Award for Young Researchers
2022/10/31
Outstanding Paper Award
DetailThe 135th IPSJ Special Interest Group on Music and Computer
2022/09/14 - 2022/09/15
Best Presentation (Best Research) Award
DetailThe 37th Telecommunication Advancement Foundation Award
2022/03/14
Telecom Humanities and Social Sciences Student Paper Award Honourable Mention
DetailACM CHI Conference on Human Factors in Computing Systems
2021/05/08 - 2021/05/13
Best Paper Honourable Mention
DetailUniversity of Tsukuba
2021/03/25
Dean's Award (Outstanding Research Activities)
DetailInformation Processing Society of Japan
2020/03/06
IPSJ Yamashita SIG Research Award
DetailUniversity of Tsukuba
2019/03/25
Dean's Award (Outstanding Research Activities)
DetailThe 4th Tsujii Shigeo Security Paper Award
2019/03/09
Outstanding Award
DetailCyber Security Symposium in Dogo 2019
2019/03/07 - 2019/03/08
Best Student Research Award
DetailComputer Security Symposium 2018
2018/10/22 - 2018/10/25
Best Paper Award
DetailISUCON 8
2018/10/20
8th Prize
DetailSECCON 2017 International
2018/02/18 - 2018/02/19
3rd Prize
DetailComputer Security Symposium 2017
2017/10/23 - 2017/10/25
Best Paper Award
DetailSpecial Exercise in Information Science, University of Tsukuba
2017/04/24
Excellence Award
DetailCyber Colosseo x SECCON 2016
2017/03/05
1st Prize
DetailSECCON 2016
2017/01/28 - 2017/01/29
Minister of Education, Culture, Sports, Science and Technology Award
DetailData Science Game 2016
2016/09/10 - 2016/09/11
7th Prize
DetailThe 112th IPSJ Special Interest Group on Music and Computer
2016/07/30 - 2016/08/01
Best Student Research Award and Best Presentation Award
DetailSpecial Exercise in Information Science, University of Tsukuba
2016/04/20
Excellence Award
DetailSECCON 2015 Intercollege
2016/01/30
Minister of Education, Culture, Sports, Science and Technology Award (First Prize)
DetailHardening 10 MarketPlace
2015/06/20 - 2015/06/21
2nd Prize
DetailSECCON CTF 2014
2015/02/07 - 2015/02/08
4th Prize
DetailDEFCON CTF 2014
2014/08/08 - 2014/08/10
Rank: 13th
DetailIntel International Science and Engineering Fair 2014
2014/05/11 - 2014/05/16
Fondazione Bruno Kessler Award
DetailCODEGATE CTF 2014
2014/04/02 - 2014/04/03
6th Prize
DetailSECCON 2013
2014/03/01 - 2014/03/02
2nd Prize
DetailThe 13th Japanese Olympiad in Informatics
2014/02/08 - 2014/02/09
Performance Award
DetailJapan Science and Engineering Challenge 2013
2013/12/07 - 2013/12/08
2nd Prize (Minister of State for Science and Technology Policy Award) and Fujitsu Award
DetailThe 11th Japan High School Personal Computer Concours
2013/11/09 - 2013/11/10
4th Prize
DetailThe 34th U-20 Programming Contest
2013/10/06
1st Prize (Minister of Economy, Trade and Industry Award)
DetailCSAW CTF 2013
2013/09/19 - 2013/09/22
1st Prize (High School Section)
DetailSECCON × CEDEC CHALLENGE
2013/08/27
4th Prize
DetailThe 12th Japanese Olympiad in Informatics
2013/02/10
Performance Award
DetailJapan Science and Engineering Challenge 2012
2012/12/17 - 2012/12/18
1st Prize (Minister of Education, Culture, Sports, Science and Technology Award) and Fujitsu Award
DetailEhime University Programming Open Challenge at Matsuyama 2012
2012/11/23 - 2012/11/24
1st Prize
DetailSuperCon 2012
2012/08/20 - 2012/08/24
1st Prize
DetailAsia-Pacifics Information Olympiad 2012
2012/05/12
7th Japan OSS (Open Source Software) Incentive Award
2012/03/16
Regarding contributions to Linux kernel
Detail