IEICE Trans. 2026
IEICE Transactions on Information and Systems
- Submitted
- Mar 28, 2026
Hi, I'm
Suemoto Amu · 末本 歩夢
Graduate researcher on trustworthy AI — fairness and robustness of vision-language models, and mechanistic interpretability for safer small language models.

Counts across all conference, workshop and journal submissions.
Activity log
Publications, presentations, selections, awards, and ongoing work.
ACM CIKM 2026 (CORE A) — paper not accepted.
LatestSubmitted to ACM KDD 2027 (Cycle 1) (CORE A*).
Submitted to IPSJ DPSWS 2026.
Spoke at the Fukuoka Mitou 2026 Grow / Solve Course Information Session & Corporate Challenge Presentations at FGN as a selected creator in the Fukuoka Mitou 2026 Pro course.
Will present GRoFA at IWCS 2026 (The 2nd International Workshop on Cyber-Synergy).
Reported research progress at the 61st SI Workshop, co-hosted with the ERATO Information Well-being Project.
ACM ICMI 2026 (CORE B) accepted “GRoFA: Noise-Gated Adapters for Jointly Fair and Robust Face Embeddings”.
Excellent Presentation Award at IPSJ DICOMO 2026 Symposium for “GRoFA: ノイズゲート付きアダプタによる公平でロバストな顔画像埋め込みの学習”.
1st Place, Night Technical Session at IPSJ DICOMO 2026 Symposium for “研究室環境における娯楽活動検知システムに対する回避手法の提案と評価”.
Presented at IPSJ DICOMO 2026 (Fukuoka, Japan) — GRoFA: ノイズゲート付きアダプタによる公平でロバストな顔画像埋め込みの学習.
Selected for the Fukuoka Mitou 2026 Pro course with “LabAgent — Companion Local Agent Framework” (up to ¥1.25M in development support).
Finished Kaggle NVIDIA Nemotron Model Reasoning Challenge at 2903 / 4,183 (top 69.4%).
Passed the first-stage screening of the Fukuoka Mitou 2026 Pro course.
Submitted application to the Fukuoka Mitou 2026 Pro course.
Submitted to ACM CIKM 2026 (CORE A).
Submitted application to the MEXT AI for Science Pioneering and Exploratory Research Creation Project (SPReAD).
Submitted the camera-ready version of the IPSJ DICOMO 2026 paper “GRoFA: ノイズゲート付きアダプタによる公平でロバストな顔画像埋め込みの学習”.
Submitted application for the JSPS Research Fellowship for Young Scientists (DC1).
Selected for the Xiaomi MiMo Orbit: 100T Token Grant for Builders — awarded 700,000,000 credits on the MiMo API Platform (≈ ¥85,000).
Finished Kaggle Playground Series — Season 6 Episode 4 at 554 / 4,315 (top 12.8%).
Submitted to NeurIPS 2026 (CORE A*).
IJCAI 2026 (CORE A*) — paper not accepted.
Submitted to ACM ICMI 2026 (CORE B).
IPSJ DICOMO 2026 accepted “GRoFA: ノイズゲート付きアダプタによる公平でロバストな顔画像埋め込みの学習”.
Submitted to IEICE Trans. 2026.
Submitted to IPSJ DICOMO 2026.
RCIS 2026 (CORE B) — paper not accepted.
Selected as a 2026 candidate of the Kyushu University WISE Program for Sustainability in the Dynamic Earth (K2-SPRING), Health-Tech Unit.
Submitted to IJCAI 2026 (CORE A*).
IEEE ICASSP 2026 (CORE B) — paper not accepted.
Submitted to RCIS 2026 (CORE B).
Presented at DW-WS #9 (Amami Oshima, Japan).
Presented at IPSJ DPSWS 2025 (Kochi, Japan) — 大規模視覚言語モデルの社会的バイアス軽減とガウシアンノイズ耐性向上に向けた表現学習手法.
Submitted to IEEE ICASSP 2026 (CORE B).
IPSJ DPSWS 2025 accepted “大規模視覚言語モデルの社会的バイアス軽減とガウシアンノイズ耐性向上に向けた表現学習手法”.
Presented at DW-WS #8 (Hakodate, Japan).
Submitted to IPSJ DPSWS 2025.
IEICE Transactions on Information and Systems
The 33rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining — Cycle 1
IPSJ Distributed Processing System Workshop
Conference on Neural Information Processing Systems
IPSJ Multimedia, Distributed, Cooperative, and Mobile Symposium
Title: GRoFA: ノイズゲート付きアダプタによる公平でロバストな顔画像埋め込みの学習
Authors: Amu Suemoto, Yutaka Arakawa, Tsunenori Mine
IPSJ Distributed Processing System Workshop
Title: 大規模視覚言語モデルの社会的バイアス軽減とガウシアンノイズ耐性向上に向けた表現学習手法
Authors: Amu Suemoto, Yutaka Arakawa, Tsunenori Mine
ACM International Conference on Multimodal Interaction
Title: GRoFA: Noise-Gated Adapters for Jointly Fair and Robust Face Embeddings
The 2nd International Workshop on Cyber-Synergy
Title: GRoFA: Noise-Gated Adapters for Learning Fair and Robust Face Embeddings
ACM International Conference on Information and Knowledge Management
International Joint Conference on Artificial Intelligence
IEEE International Conference on Acoustics, Speech and Signal Processing
Research Challenges in Information Science
Awards and recognitions from research presentations and technical sessions.
IPSJ DICOMO 2026 Symposium
Title: GRoFA: ノイズゲート付きアダプタによる公平でロバストな顔画像埋め込みの学習
Authors: 末本歩夢, 荒川豊, 峯恒憲
Affiliation: Kyushu University Arakawa, Mine & Fukushima Laboratory
View venueIPSJ DICOMO 2026 Symposium
Title: 研究室環境における娯楽活動検知システムに対する回避手法の提案と評価
Authors: 平岡滉司, 谷澤健太, 末本歩夢, 畑倫平, 黒木瑞穂, 松田圭祐, 原田佳祐, 畑本悠希
Affiliation: Kyushu University Arakawa, Mine & Fukushima Laboratory
View venueSelected paid research and development programs with explicit funding support.
Kyushu University WISE Program for Sustainability in the Dynamic Earth (K2-SPRING)
Research support program for doctoral talent development at Kyushu University.
Fukuoka Mitou 2026 Pro Course
Development project for a local agent framework that continuously supports research and development workflows.
A chronological view of recent paper submissions, decisions, and conference dates.
Kaggle competitions I have entered, with placement and category. @amusuemotoarakawalab
Schools attended, in chronological order.
Department of Advanced Information Technology, Information Science and Electrical Engineering (ISEE)
Department of Advanced Information Technology, Information Science and Electrical Engineering (ISEE)
Department of Computer Science and Systems Engineering
Competed as a registered semi-pro rider in JBCF road races during my undergraduate years. Promoted to E2 category in March 2023.
Selected public repositories on GitHub.
Connect Claude Code to locally-hosted LLMs with auto-detection and a failover proxy.
Skill that resolves Claude Code's ENOTEMPTY update failure with a single command.
This site — bilingual personal site built with Next.js (static export).
Claude Code plugin that auto-generates a handoff prompt and restarts with fresh context.
All posts published on Qiita as @Humanophilic_development
Last updated: 2026-08-15Open to research collaborations, internships, and freelance development engagements.
Start a conversationsuemoto.amu.815@s.kyushu-u.ac.jp