論文

• 鈴木健二. 説明可能なAIを身近にするためのディープラーニングツール, 学会誌 「情報処理」, Vol. 63, No. 8, pp. e25-e30, July 2022.
• Kenji Suzuki, Yasuhiko Arakawa. Near 1.3 μm Emission at Room Temperature from InAsSb/GaAs Self-Assembled Quantum Dots on GaAs Substrates, Physica Status Solidi (b), Vol. 224, No. 1, pp. 139-142, Mar. 2001.
• Philippe Lelong, Kenji Suzuki, Gérald Bastard, Hiroyuki Sakaki, Yasuhiko Arakawa. Enhancement of the Coulomb correlations in type-II quantum dots, Physica E: Low-dimensional Systems and Nanostructures, Vol. 7, No. 3-4, pp. 393-397, May 2000.
• Kenji Suzuki, Richard A Hogg, Yasuhiko Arakawa. Structural and optical properties of type II GaSb/GaAs self-assembled quantum dots grown by molecular beam epitaxy, Journal of Applied Physics, Vol. 85, No. 12, pp. 8349-8352, June 1999.
• Yasunori Toda, Kenji Suzuki, Shigeki Shinomori, Yasuhiko Arakawa. Near-field spectroscopy of single self-assembled InAs quantum dots: Observation of energy relaxation process, Microelectronic Engineering, Vol. 47, No. 1-4, pp. 111-113, June 1999.
• Kenji Suzuki, Yasuhiko Arakawa. Growth of stacked GaSb/GaAs self-assembled quantum dots by molecular beam epitaxy, Journal of Crystal Growth, Vol. 201-202, pp. 1205-1208, May 1999.
• Kenji Suzuki, Yasuhiko Arakawa. Optical Properties of Type-I InAs and Type-II GaSb Coupled Quantum Dots, Quantum Optoelectronics, QMC2, Apr. 1999.
• Katsuhiko Yamanaka, Kenji Suzuki, Satomi Ishida, Yasuhiko Arakawa. Highly spatially-resolved optical spectroscopy of single InAs quantum dot by STM, Quantum Optoelectronics, QMD3, Apr. 1999.
• Yasunori Toda, Shigeki Shinomori, Kenji Suzuki, Yasuhiko Arakawa. Polarized photoluminescence spectroscopy of single self-assembled InAs quantum dots, Physical Review B, Vol. 58, No. 16, pp. R10147-R10150, Oct. 1998.
• Kenji Suzuki, MS Minsky, B Fleischer, Richard A Hogg, Satoshi Kako, EL Hu, JE Bowers, Yasuhiko Arakawa. Radiative lifetimes of spatially indirect excitons in type-II GaSb/GaAs self-assembled quantum dots, Compound Semiconductors, pp. 475-480, Oct. 1998.
• Katsuhiko Yamanaka, Kenji Suzuki, Satomi Ishida, Yasuhiko Arakawa. Light emission from individual self-assembled InAs/GaAs quantum dots excited by tunneling current injection, Applied Physics Letters, Vol. 73, No. 11, pp. 1460-1462, Sept. 1998.
• Katsuhiko Yamanaka, Satomi Ishida, Kenji Suzuki, H Hayashi, Hiroaki Watabe, Yasuhiko Arakawa. Light emission from individual InAs/GaAs self-assembled quantum dots excited by tunneling current injection, Solid-State Electronics, Vol. 42, No. 7-8, pp. 1079-1082, July 1998.
• Yasunori Toda, Shigeki Shinomori, Kenji Suzuki, Yasuhiko Arakawa. Near-field optical spectroscopy of self-assembled quantum dots: NSOM apparatus for measuring the features of single dots, Vol. 42, No. 7-8, pp. 1083-1086, July 1998.
• Yasunori Toda, Shigeki Shinomori, Kenji Suzuki, Yasuhiko Arakawa. Near-field magneto-optical spectroscopy of single self-assembled InAs quantum dots, Applied Physics Letters, vol. 73, No. 4, pp. 517-519, July 1998.
• Richard A. Hogg, Kenji Suzuki, Kouchi Tachibana, Lutz Finger, Kazuhiko Hirakawa, Yasuhiko Arakawa. Optical spectroscopy of self-assembled type II GaSb/GaAs quantum dot structures grown by molecular beam epitaxy, Applied Physics Letters, Vol. 72, No. 22, pp. 2856-2858, June 1998.
• Kenji Suzuki, Richard A. Hogg, Koichi Tachibana, Yasuhiko Arakawa. Density Control of GaSb/GaAs Self-assembled Quantum Dots (∼25nm) Grown by Molecular Beam Epitaxy, Japanese Journal of Applied Physics, Vol. 37 Part 2, No. 2B, pp. L203-L205, Feb. 1998.
• Kanji Iizuka, Kazuo Matsumaru, Toshimasa Suzuki, Haruo Hirose, Kenji Suzuki, Hiroshi Okamoto. Arsenic-free GaAs substrate preparation and direct growth of GaAs/AlGaAs multiple quantum well without buffer layer, Journal of Crystal Growth, Vol. 50, pp. 13-17, May 1995.

著書

• 武田英明, 鈴木健二, 相沢 啓文, 金 度亨. 「2023年度の学術連携委員会の活動を振り返って」, DSA Report 2023-2024, インプレス / 一般社団法人 データ社会推進協議会（編）, Oct. 2024.
• 鈴木健二. 少ないデータでAI・機械学習を活用する方法, 技術情報協会, Oct. 2024.
• 武田英明, 鈴木健二. 2022年度の学術連携委員会の活動を振り返って, DSA Report 2022-2023, インプレス / 一般社団法人 データ社会推進協議会（編）, pp. 51-52, Oct. 2023.
• 鈴木健二, 他[編]. 産学連携の成功への提言, May 2004.

国際会議発表 (査読有り)

• Naoki Matsunaga, Masato Ishii, Akio Hayakawa, Kenji Suzuki, Takuya Narihira. Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models, AI for Content Creation Workshop, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, June 2023.  公式リンク  
  
• Kenji Suzuki, Yasuhiko Arakawa. Optical Properties of Type-I InAs and Type-II GaSb Coupled Quantum Dots, Optical Society of America (OSA '99), Apr. 1999.
• Katsuhiko Yamanaka, Kenji Suzuki, Satomi Ishida, Yasuhiko Arakawa. Highly spatially-resolved optical spectroscopy of single InAs quantum dot by STM, Optical Society of America (OSA '99), Apr. 1999.
• Kenji Suzuki, Richard A Hogg, Kouichi Tachibana, Yasuhiko Arakawa. Growth of Optical Properties of Self-assembled Type II GaSb/GaAs Quantum Dots, Indium Phosphide and Related Materials (IPRM '98), Oct. 1998.
• Kenji Suzuki, Yasuhiko Arakawa. Stranski-Krastanow Growth of Stacked GaSb/GaAs Quantum Dots by Solid Source Molecular Beam Epitaxy, 10th International Conference on Molecular Beam Epitaxy (MBE-X), Sept. 1998.
• Yasunori Toda, Kenji Suzuki, Yasuhiko Arakawa. Magneto-optical Spectroscopy of Single InAs/GaAs Quantum dots, The 24th International Conference on the Physics of Semiconductor (ICPS'98), Aug. 1998.
• Yasunori Toda, Shigeki Shinomori, Kenji Suzuki, Yasuhiko Arakawa. Near-field Spectroscopy of a single InAs/GaAs Quantum dot, International Quantum Electronics Conference (IQEC'98), May 1998.
• Shigeki Shinomori, Yasunori Toda, Kenji Suzuki, Yasuhiko Arakawa. Near-field spectroscopy of single quantum dot, Second Symposium on Atomic-scale Surface and Interface, Feb. 1998.
• Kenji Suzuki, Kouichi Tachibana, Richard, A. Hogg, Yasuhiko Arakawa. Growth and Optical Properties of Self-assembling GaSb/GaAs Quantum Dots by Molecular Beam Epitaxy, Second Symposium on Atomic-scale Surface and Interface Dynamics, Feb. 1998.
• Kenji Suzuki, Yasushi Nagamune, Hiroaki Watabe, Takeshi Noda, Yuzo Ohno, Hiroyuki Sakaki, Yasuhiko Arakawa. Imaging of Hole Dynamics In Two dimensional Electron Gas Systems Using A Micro-Photoluminescence: Temperature and Hole Concentration Dependence, Technical Digest CLEO/Pacific Rim '97 Pacific Rim Conference on Lasers and Electro-Optics, pp. 103-104, July 1997.

国内会議発表 (査読有り)

• 鈴木健二. 欧州AI法案から考える生成系AI, 情報ネットワーク法学会 第23回研究大会, 個別報告予稿集, pp. 24-29, Dec. 2023.
• 鈴木健二. 説明可能なデータバイアス緩和, 人工知能学会全国大会（第37回）, June 2023.
• 鈴木 健二, 小林 由幸, 大渕 愉希夫, 成平 拓也. Neural Network ConsoleによるAttention Branch Network, 第25回 画像の認識・理解シンポジウム (MIURU2022), July 2022.
• 鈴木健二. Neural Network Consoleによる説明可能なAI, ビジョン技術の実利用ワークショップ (ViEW2021), Dec. 2021.
• 鈴木健二. Data Cleansing for Deep Neural Networks with Storage-efficient Approximation of Influence Functions, 第24回 画像の認識・理解シンポジウム (MIRU2021), July 2021.  公式リンク  
  
• Kenji Suzuki, Yasuhiko Arakawa. Self-assembled GaSb/GaAs Qunatum Dots Grown by Solid Source Molecular Epitaxy, 17th Electronic Materials Symposium (EMS’98), July 1998.

国内会議発表 (査読なし・不明)

• 鈴木健二. 判例研究：音楽教室における著作物使用に関わる請求権不存在確認請求事件（最判令和4年10月24日民集76巻6号1348頁）, 筑波大学 民事法研究会, Dec. 2024.
• 鈴木健二. 生成AIへの法規制から考えるデータサイエンス・AIでの産学連携共同教育, センサー＆データフュージョン研究会（科学技術と経済の会主催）, Dec. 2024.
• 三宅美博, 鈴木健二. 東京科学大学と企業を結ぶ産学連携による共同教育：サステイナブルな人材育成, データサイエンス PBL ケース・シンポジウム（数理・データサイエンス・AI教育強化拠点コンソーシアム主催）, Nov. 2024.
• 鈴木健二. マシンアンラーニング技術の法的側面, コンピュータセキュリティシンポジウム2024, Oct. 2024.
• 鈴木健二. EU一般データ保護規則における「正当な利益」の法的課題, 情報処理学会第105回電子化知的財産・社会基盤研究発表会, Sept. 2024.
• 鈴木健二. プライバシー保護におけるマシンアンラーニングの法的役割, 情報処理学会 第104回 電子化 知的財産・社会基盤研究会, June 2024.
• 鈴木健二. AIと社会についての教育実践, データサイエンス・AI全学教育機構 シンポジウム2024 ～DS・AIを社会的側面から考える～, Mar. 2024.
• 鈴木健二. 大規模言語モデルにおける説明可能なAIの法的役割, 情報処理学会 第86回全国大会, 講演論文集, Mar. 2024.
• 寺元陶冶, 鈴木健二. Fine-tuningにおけるFisher情報量を用いたバイアス緩和, 第25回 情報論的学習理論ワークショップ (IBIS2022), Nov. 2022.
• 鈴木健二, 荒川泰彦. Type-I InAsとType-II GaSb結合量子ドットの光学特性, 第46回春季応用物理学関連連合講演会, Mar. 1999.
• Katsuhiko Yamanaka, 鈴木 健二, Satomi Ishida, 荒川 泰彦. Spatial Resolved Luminescence of Single Quantum Dots by STM, The 59th Autumn Meeting, The Japan Society of Applied Physics, Sept. 1998.
• 鈴木 健二, 荒川 泰彦. Smooth surface of GaSb buffer layer on GaAs using (GaSb)1 (GaAs)1 superlattice, The 59th Autumn Meeting, The Japan Society of Applied Physics, Sept. 1998.
• Shigeki Shinomori, Yasunori Toda, 鈴木 健二, 荒川 泰彦. Optical Near-field PL Excitation Spectroscopy of Single InAs Quantum Dot, The 45th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• Kouichi Tachibana, 鈴木 健二, 荒川 泰彦. Fabrication of Self-assembled AlSb/GaAs V-grooves, The 45th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• Katsuhiko Yamanaka, 鈴木 健二, Satomi Ishida, 染谷 隆夫, 荒川 泰彦. Highly Spatially Resolved (-20 nm) Optical Measurement of InAs Quantum Dots by STM, The 46th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• Yasunori Toda, Shigeki Shinomori, 鈴木 健二, 荒川 泰彦. Near-field Spectroscopy of a Single InAs Iuntum Dot in High Magnetic Field, The 45th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• Katsuhiko Yamanaka, 鈴木 健二, Satomi Ishida, 荒川 泰彦. Luminescence of Single Quantum Dots by STM, The 45th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• Satoshi Kako, Hiroaki Watabe, 鈴木 健二, Yasushi Naganune, Kikuo Ujihara, Hiroyuki Sakaki, 荒川 泰彦. Magneto-Dependence of Carrier Drag Effect in Mesoscopic Structures, The 45th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• 鈴木 健二, 荒川 泰彦. Optical properties of type-I InAs and type-II GaSb quantum dots, The 46th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• 鈴木 健二, Richard. A. Hogg, Kouichi Tachibana, 荒川 泰彦. Formation of Type-II GaSb/GaAs Self-assembled Quantum Dots, The 45th Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1998.
• 鈴木 健二, Richard A. Hogg, Lutz Finger, 荒川 泰彦. Optical Properties of AlGaAs-capped InAs Quantum Dots, The 58th Autumn Meeting, The Japan Society of Applied Physics, Sept. 1997.
• 鈴木 健二, Richard. A. Hogg, Kouichi Tachibana, 荒川 泰彦. MBE Growth of Quantum GaSb Dots on GaAs, The 58th Autumn Meeting, The Japan Society and Applied Physics, Sept. 1997.
• 鈴木 健二, Yasushi Nagamune, 大野 裕三, Takeshi Noda, Hiroyuki Sakaki, 荒川 泰彦. Temperature Dependence Negative Drift Mobility by Direct Observation of Carrier in Quantum Well, The 57th Autumn Meeting, The Japan Society of Applied Physics, Sept. 1996.
• Kanji lizuka, Kazuo Matsumaru, Toshimasa Suzuki, Tooru. Konno, Kenji Suzuki, Hiroshi Okamoto. Arsenic-free GaAs Substrate Cleaning Method for MBE, 14th Electronic Materials Symposium (EMS'95), July 1995.
• Tooru Konno, 鈴木 健二, Toshio Matsusue, Hiroshi Okamoto, Kazuo Matsumaru, Kanji lizuka, Toshimasa Suzuki. MBE Regrowth on AlGaAs by High Temperature Surface Cleaning with out As flux, The 43rd Spring Meeting, The Japan Society of Applied Physic and Related Societies, Mar. 1995.
• Kazuo Matsumaru, Kanji lizuka, Toshimasa Suzuki, Haruo Hirose, 鈴木 健二, Hiroshi Okamoto. High Temperature Surface Cleaning without As Flux of AlGaAs Grown by MBE (II), The 43rd Spring Meeting, The Japan Society of Applied Physics and Related Societies, Mar. 1995.
• Kazuo Matsumaru, Kanji Iizuka, Toshimasa Suzuki, Haruo Hirose, 鈴木 健二, Hiroshi Okamoto. High Temperature Surface Cleaning without As Flux of AlGaAs Grown by MBE, The 55th Autumn Meeting, The Japan Society of Applied Physics, Sept. 1994.
• 鈴木 健二, Tooru Konno, Toshio Matsusue, Hiroshi Okamoto. Effects of absorption by excitons under electric fields in a sawtooth superlattice, The 55th Autumn Meeting, The Japan Society of Applied Physics, Sept. 1994.
• Kanji Iizuka, Toshimasa Suzuki, Haruo Hirose, Hiroshi Okamoto, 鈴木 健二, S. Inoue. High Temperature Surface Cleaning of GaAs Substrate without As flux for MBE growth, The 42th Spring Meeting, The Japan Society of Applied Physic and Related Societies, Mar. 1994.

その他の論文・著書など

• 鈴木健二. EU AI法と研究開発視点でのコンプライアンス, 研究開発リーダー, 技術情報協会, Dec. 2024.
• 鈴木健二. OS-2 「データセットとベンチマークの技術的・社会的な視点」, 人工知能, 人工知能学会, Vol. 39, No. 6, pp. 887-888, Nov. 2024.
• 鈴木健二. 会議レポート「DS・AIを社会的側面から考える～社会のリーダーになる人材とは」, 学会誌 「情報処理」, 情報処理学会, 65, 7, 380-382, June 2024.  公式リンク  
  
• 鈴木健二. データサイエンス・AI教育, 「飛翔」, 神奈川県立西湘高等学校 同窓会, Vol. 12, pp. 8, May 2024.
• Naoki Matsunaga, Masato Ishii, Akio Hayakawa, Kenji Suzuki, Takuya Narihira. Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models, arXiv preprint, Dec. 2022.
• 鈴木健二. 身近になった説明可能なAI, 研究開発リーダー, 技術情報協会, Vol. 19, No. 8, pp. 2-4, Nov. 2022.
• 鈴木健二. 説明可能なAI, データ社会推進協議会, Mar. 2022.
• 鈴木健二. 説明可能なAI, 第13回 自動チューニング技術の現状と応用に関するシンポジウム（ATTA2021）, Dec. 2021.
• Kenji Suzuki, 小林由幸, 大渕 愉希夫, 寺元陶冶. Neural Network Console Plugins, GitHub, Aug. 2021.
• Takuya Narihira, Javier Alonsogarcia, Fabien Cardinaux, Akio Hayakawa, Masato Ishii, Kazunori Iwaki, Thomas Kemp, Yoshiyuki Kobayashi, Lukas Mauch, Akira Nakamura, Yukio Obuchi, Andrew Shin, Kenji Suzuki, Stephen Tiedmann, Stefan Uhlich, Takuya Yashima, Kazuki Yoshiyama. Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives, arXiv preprint, June 2021.
• Kenji Suzuki, Toya Teramoto. Responsible AI Libraries, GitHub, Apr. 2021.
• Kenji Suzuki, Yoshiyuki Kobayashi, Takuya Narihira. Data Cleansing for Deep Neural Networks with Storage-efficient Approximation of Influence Functions, arXiv preprint, Mar. 2021.

学位論文

• Epitaxial Growth of Gallium Antimonide Self-assembled Quantum Dots and their Optical Properties,  Thesis,  Doctor (Engineering),  The University of Tokyo,  1999/03/29,   Official URL  

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