横井 優 (Yu YOKOI)

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東京科学大学
情報理工学院 数理・計算科学系 准教授

E-mail: yokoi [at] c.titech.ac.jp
   (previous: yokoi [at] nii.ac.jp)


興味
組合せ最適化,マトロイド理論,安定マッチング,ゲーム理論,数理経済学 など

経歴
学歴
2008年3月 愛知県立旭丘高等学校 卒業
2012年3月 大阪大学 基礎工学部 システム科学科 卒業
2014年3月 東京大学大学院 情報理工学系研究科 数理情報学専攻 修士課程 修了
2017年3月 東京大学大学院 情報理工学系研究科 数理情報学専攻 博士課程 修了
職歴
2013年1月~2015年3月 JST ERATO 河原林巨大グラフプロジェクト (Link) 「グラフ・ネットワークにおける理論と最適化グループ」 RA (Research Assistant)
2015年4月~2017年3月 日本学術振興会 特別研究員 (DC2)
2017年4月~2023年3月 国立情報学研究所(NII) 情報学プリンシプル研究系 助教
2023年4月〜 東京工業大学 情報理工学院 数理・計算科学系 准教授

業績

査読付き論文
  1. Gergely Csáji, Tamás Király, Yu Yokoi:
    Solving the Maximum Popular Matching Problem with Matroid Constraints.
    SIAM Journal on Discrete Mathematics, 38(3), pp. 2226-2242, 2024.
  2. Hiromichi Goko, Ayumi Igarashi, Yasushi Kawase, Kazuhisa Makino, Hanna Sumita, Akihisa Tamura, Yu Yokoi, Makoto Yokoo:
    A fair and truthful mechanism with limited subsidy.
    Games and Economic Behavior, 144, pp. 49-70, 2024.
  3. Kohei Morita, Shinya Shiroshita, Yutaro Yamaguchi, Yu Yokoi:
    Fast Primal-Dual Update against Local Weight Update in Linear Assignment Problem and Its Application.
    Information Processing Letters, 183, No. 106432, 7pp, 2024.
  4. Satoru Iwata, Yu Yokoi:
    Finding Maximum Edge-Disjoint Paths Between Multiple Terminals.
    SIAM Journal on Computing, 52(5), pp. 1230-1268, 2023.
  5. Kristóf Bérczi, Tamás Király, Yutaro Yamaguchi, Yu Yokoi:
    Matroid Intersection under Restricted Oracles.
    SIAM Journal on Discrete Mathematics, 37(2), pp. 1311-1330, 2023
  6. Kristóf Bérczi, Tamás Király, Tamás Schwarcz, Yutaro Yamaguchi, Yu Yokoi:
    Hypergraph Characterization of Split Matroids.
    Journal of Combinatorial Theory, Series A, 194, No. 105697, 2023.
  7. Kristóf Bérczi, Tamás Király, Yutaro Yamaguchi, Yu Yokoi:
    Approximation by Lexicographically Maximal Solutions in Matching and Matroid Intersection Problems.
    Theoretical Computer Science, 910, pp. 48-53, 2022.
  8. Tamás Király, Yu Yokoi: Equitable Partitions into Matchings and Coverings in Mixed Graphs.
    Discrete Mathematics, 345(1), 112651, 2022.
  9. Satoru Fujishige, Kenjiro Takazawa, Yu Yokoi: A Note on a Nearly Uniform Partition into Common Independent Sets of Two Matroids.
    Journal of the Operations Research Society of Japan, 63(3), pp. 71-77, 2020.
  10. Yu Yokoi: Envy-Free Matchings with Lower Quotas.
    Algorithmica, 82(2), pp. 188-211, 2020.
  11. Satoru Iwata, Yu Yokoi: Finding a Stable Allocation in Polymatroid Intersection.
    Mathematics of Operations Research, 45(1), pp. 63-85, 2020.
  12. Yasushi Kawase, Yutaro Yamaguchi, Yu Yokoi: Subgame Perfect Equilibria of Sequential Matching Games.
    ACM Transactions on Economics and Computation, 7(4), No. 21, 30pp., 2020.
  13. Yu Yokoi: Matroidal Choice Functions.
    SIAM Journal on Discrete Mathematics, 33(3), pp. 1712-1724, 2019.
  14. Yu Yokoi: List Supermodular Coloring with Shorter Lists.
    Combinatorica, 39(2), pp. 459-475, 2019.
  15. Kenjiro Takazawa, Yu Yokoi: A Generalized-Polymatroid Approach to Disjoint Common Independent Sets in Two Matroids.
    Discrete Mathematics, 342(7), pp. 2002–2011, 2019.
  16. Satoru Iwata, Yu Yokoi: List Supermodular Coloring.
    Combinatorica, 38(6), pp. 1437–1456, 2018.
  17. Than Nguyen Hau, Naonori Kakimura, Ken-ichi Kawarabayashi, Yusuke Kobayashi, Tatsuya Matsuoka, Yu Yokoi:
    Optimal Cache Placement for an Academic Backbone Network.
    Journal of the Operations Research Society of Japan, 61(2), pp. 197–216, 2018.
  18. Yu Yokoi: A Generalized Polymatroid Approach to Stable Matchings with Lower Quotas.
    Mathematics of Operations Research, 42(1), pp. 238-255, 2017.
  19. Kazuo Murota, Yu Yokoi: On the Lattice Structure of Stable Allocations in Two-Sided Discrete-Concave Market.
    Mathematics of Operations Research, 40(2), pp. 460-473, 2015.

査読付き会議録
  1. Telikepalli Kavitha, Kazuhisa Makino, Ildikó Schlotter, Yu Yokoi:
    Arborescences, Colorful Forests, and Popularity.
    Proceedings of the 35th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2024), pp.3724–3746, 2024.
  2. Yasushi Kawase, Hanna Sumita, Yu Yokoi:
    Random Assignment of Indivisible Goods under Constraints.
    Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23), pp.2792–2799, 2023.
  3. Gergely Csáji, Tamás Király, Yu Yokoi:
    Approximation Algorithms for Matroidal and Cardinal Generalizations of Stable Matching.
    Proceedings of the Sixth SIAM Symposium on Simplicity of Algorithms (SOSA 2023), pp.103-113, 2023.
  4. Kazuhisa Makino, Shuichi Miyazaki, Yu Yokoi:
    Incomplete List Setting of the Hospitals/Residents Problem with Maximally Satisfying Lower Quotas.
    Proceedings of the 15th International Symposium on Algorithmic Game Theory (SAGT 2022), pp.544-561, 2022.
  5. Hiromichi Goko, Kazuhisa Makino, Shuichi Miyazaki, Yu Yokoi:
    Maximally Satisfying Lower Quotas in the Hospitals/Residents Problem with Ties.
    Proceedings of the 39th International Symposium on Theoretical Aspects of Computer Science (STACS 2022), No. 31, 20pages, 2022.
  6. Hiromichi Goko, Ayumi Igarashi, Yasushi Kawase, Kazuhisa Makino, Hanna Sumita, Akihisa Tamura, Yu Yokoi, Makoto Yokoo:
    Fair and Truthful Mechanism with Limited Subsidy.
    Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems 2022 (AAMAS2022), pp. 534-542, 2022.
  7. Yu Yokoi: An Approximation Algorithm for Maximum Stable Matching with Ties and Constraints.
    Proceedings of the 32nd International Symposium on Algorithms and Computation (ISAAC 2021), No. 71, 16pages, 2021.
  8. Satoru Iwata, Yu Yokoi: A Blossom Algorithm for Maximum Edge-Disjoint T-Paths.
    Proceedings of the 31st Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2020), pp. 1933-1944, 2020.
  9. Yasushi Kawase, Yutaro Yamaguchi, and Yu Yokoi: Computing a Subgame Perfect Equilibrium of a Sequential Matching Game.
    Proceedings of the 19th ACM Conference on Economics and Computation (EC2018), pp. 131-148, 2018.
  10. Yu Yokoi: Envy-free Matchings with Lower Quotas.
    Proceedings of the 28th International Symposium on Algorithms and Computation (ISAAC 2017), No. 67, 12pages, 2017.
  11. Satoru Iwata, Yu Yokoi: Finding a Stable Allocation in Polymatroid Intersection.
    Proceedings of the 27th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2016), pp. 1034-1047, 2016.

プレプリント
  1. Gergely Csáji, Tamás Király, Kenjiro Takazawa, Yu Yokoi:
    Popular Maximum-Utility Matchings with Matroid Constraints.
    arXiv preprints, arXiv:2407.09798 (Link), 2024.
  2. Mihály Bárász, Kristóf Bérczi, Tamás Király, Yutaro Yamaguchi, Yu Yokoi:
    Matroid Intersection under Minimum Rank Oracle.
    arXiv preprints, arXiv:2407.03229 (Link), 2024.
  3. Kristóf Bérczi, Tamás Király, Yusuke Kobayashi, Yutaro Yamaguchi, Yu Yokoi:
    Finding Spanning Trees with Perfect Matchings.
    arXiv preprints, arXiv:2407.02958 (Link), 2024.
  4. Telikepalli Kavitha, Kazuhisa Makino, Ildikó Schlotter, Yu Yokoi:
    Arborescences, Colorful Forests, and Popularity.
    arXiv preprints, arXiv:2310.19455 (Link), 2023.
  5. Gergely Csáji, Tamás Király, Yu Yokoi:
    Solving the Maximum Popular Matching Problem with Matroid Constraints.
    arXiv preprints, arXiv:2209.02195 (Link), 2022.
  6. Gergely Csáji, Tamás Király, Yu Yokoi:
    Approximation Algorithms for Matroidal and Cardinal Generalizations of Stable Matching.
    arXiv preprints, arXiv:2208.09583 (Link), 2022.
  7. Kohei Morita, Shinya Shiroshita, Yutaro Yamaguchi, Yu Yokoi:
    Maintaining Optimality in Assignment Problem against Weight Updates around Vertices.
    arXiv preprints, arXiv:2208.11325 (Link), 2022.
  8. Yasushi Kawase, Hanna Sumita, Yu Yokoi:
    Random Assignment of Indivisible Goods under Constraints.
    arXiv preprints, arXiv:2208.07666 (Link), 2022.
  9. Kazuhisa Makino, Shuichi Miyazaki, Yu Yokoi:
    Incomplete List Setting of the Hospitals/Residents Problem with Maximally Satisfying Lower Quotas.
    arXiv preprints, arXiv:2203.06660 (Link), 2022.
  10. Kristóf Bérczi, Tamás Király, Tamás Schwarcz, Yutaro Yamaguchi, Yu Yokoi:
    Hypergraph Characterization of Split Matroids.
    arXiv preprints, arXiv:2202.0437 (Link), 2022.
  11. Kristóf Bérczi, Tamás Király, Yutaro Yamaguchi, Yu Yokoi:
    Approximation by Lexicographically Maximal Solutions in Matching and Matroid Intersection Problems.
    arXiv preprints, arXiv:2107.09897 (Link), 2021.
  12. Yu Yokoi: An Approximation Algorithm for Maximum Stable Matching with Ties and Constraints.
    arXiv preprints, arXiv:2107.03076 (Link), 2021.
  13. Hiromichi Goko, Kazuhisa Makino, Shuichi Miyazaki, Yu Yokoi:
    Maximally Satisfying Lower Quotas in the Hospitals/Residents Problem with Ties.
    arXiv preprints, arXiv:2105.03093 (Link), 2021.
  14. Hiromichi Goko, Ayumi Igarashi, Yasushi Kawase, Kazuhisa Makino, Hanna Sumita, Akihisa Tamura, Yu Yokoi, Makoto Yokoo:
    Fair and Truthful Mechanism with Limited Subsidy.
    arXiv preprints, arXiv:2105.01801 (Link), 2021.
  15. Satoru Iwata, Yu Yokoi: Finding Maximum Edge-Disjoint Paths Between Multiple Terminals.
    arXiv preprints, arXiv:909.07919 (Link).
    A preliminary version entiled A Blossom Algorithm for Maximum Edge-Disjoint T-Paths appeard at
    Mathematical Engineering Technical Reports No. METR 2019-16 (Link).
  16. Tamás Király, Yu Yokoi: Equitable Partitions into Matchings and Coverings in Mixed Graphs.
    arXiv preprints, arXiv:1811.07856 (Link), 2018.
  17. Kenjiro Takazawa, Yu Yokoi: A Generalized-Polymatroid Approach to Disjoint Common Independent Sets in Two Matroids.
    arXiv preprints, arXiv:1805.05528 (Link), 2018.
  18. Yasushi Kawase, Yutaro Yamaguchi, Yu Yokoi: Computing a Subgame Perfect Equilibrium of a Sequential Matching Game.
    arXiv preprints, arXiv:1804.10353 (Link), 2018.
  19. Yu Yokoi: List Supermodular Coloring with Shorter Lists.
    arXiv preprints, arXiv:1707.05417 (Link), 2017.
  20. Yu Yokoi: Envy-Free Matchings with Lower Quotas.
    arXiv preprints, arXiv:1704.04888 (Link), 2017.
  21. Satoru Iwata, Yu Yokoi: Finding a Stable Allocation in Polymatroid Intersection.
    Mathematical Engineering Technical Reports No. METR 2017-02 (Link),
    Department of Mathematical Engineering and Information Physics, Faculty of Engineering, University of Tokyo, Japan, 2017.
  22. Satoru Iwata, Yu Yokoi: List Supermodular Coloring.
    Mathematical Engineering Technical Reports No. METR 2016-10 (Link),
    Department of Mathematical Engineering and Information Physics, Faculty of Engineering, University of Tokyo, Japan, 2016.
  23. Yu Yokoi: A Generalized Polymatroid Approach to Stable Matchings with Lower Quotas.
    Mathematical Engineering Technical Reports No. METR 2015-21 (Link),
    Department of Mathematical Engineering and Information Physics, Faculty of Engineering, University of Tokyo, Japan, 2015.
  24. Yu Yokoi: Matroidal Choice Functions.
    Mathematical Engineering Technical Reports No. METR 2014-32,
    Department of Mathematical Engineering and Information Physics, Faculty of Engineering, University of Tokyo, Japan, 2014.
    * A revised version is available here.
  25. Kazuo Murota, Yu Yokoi: On the Lattice Structure of Stable Allocations in Two-Sided Discrete-Concave Market.
    Mathematical Engineering Technical Reports No. METR 2013-30 (Link),
    Department of Mathematical Engineering and Information Physics, Faculty of Engineering, University of Tokyo, Japan, 2013.

学位論文
[博士論文] Stable Matchings on Matroidal Structures (和題: マトロイド的構造における安定マッチング),
東京大学, 2017年 (指導教員:岩田覚 教授).
[修士論文] Study on Stable Allocations in Two-Sided Discrete-Concave Market (和題: 離散凹評価関数市場モデルの安定割当に関する研究),
東京大学, 2014年 (指導教員:室田一雄 教授).


発表

国際会議
  1. Telikepalli Kavitha, Kazuhisa Makino, Ildikó Schlotter, Yu Yokoi:
    Arborescences, Colorful Forests, and Popularity.
    The 35th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2024), Alexandria, Virginia, U.S., 2024.
  2. Yasushi Kawase, Hanna Sumita, Yu Yokoi:
    Random Assignment of Indivisible Goods under Constraints.
    The 32nd International Joint Conference on Artificial Intelligence (IJCAI-23), Macao, August 2023.
  3. Gergely Csáji, Tamás Király, Yu Yokoi:
    Solving the Maximum Popular Matching Problem with Matroid Constraints.
    The 12th Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications, Budapest, Hungary, March 2023.
  4. Gergely Csáji, Tamás Király, Yu Yokoi:
    Approximation Algorithms for Matroidal and Cardinal Generalizations of Stable Matching.
    The Sixth SIAM Symposium on Simplicity of Algorithms (SOSA 2023), Florence, Italy, January 2023.
  5. Kazuhisa Makino, Shuichi Miyazaki, Yu Yokoi:
    Incomplete List Setting of the Hospitals/Residents Problem with Maximally Satisfying Lower Quotas.
    The 15th International Symposium on Algorithmic Game Theory (SAGT 2022), Colchester, U.K., September 2022.
  6. Yu Yokoi: Introduction to the theory of matching under preferences.
    Google APAC Research Talk, online, June 2022.
  7. Hiromichi Goko, Kazuhisa Makino, Shuichi Miyazaki, Yu Yokoi:
    Maximally Satisfying Lower Quotas in the Hospitals/Residents Problem with Ties.
    The 39th International Symposium on Theoretical Aspects of Computer Science (STACS 2022), online, March 2022.
  8. Yu Yokoi: An Approximation Algorithm for Maximum Stable Matching with Ties and Constraints.
    The 32nd International Symposium on Algorithms and Computation (ISAAC 2021), Fukuoka, Japan (hybrid), December 2021.
  9. Yu Yokoi: Approximability vs. Strategy-proofness in Stable Matching Problems with Ties.
    Dagstuhl Seminar (on Matching Under Preferences: Theory and Practice), Germany (hybrid), July 2021.
  10. Tamás Király, Yu Yokoi: Equitable Partitions into Matchings and Coverings in Mixed Graphs.
    The 11th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications, Tokyo, Japan, May 2019.
  11. Satoru Iwata, Yu Yokoi: List Supermodular Coloring.
    MFO Workshop on Combinatorial Optimization, Oberwolfach, Germany, November 2018.
  12. Satoru Iwata, Yu Yokoi: List Supermodular Coloring.
    The 23rd International Symposium on Mathematical Programming (ISMP 2018), Bordeaux, France, July 2018.
  13. Yasushi Kawase, Yutaro Yamaguchi, and Yu Yokoi: Computing a Subgame Perfect Equilibrium of a Sequential Matching Game,.
    The 19th ACM Conference on Economics and Computation (EC 2018), Ithaca, New York, U.S., June 2018.
  14. Yu Yokoi: Envy-free Matchings with Lower Quotas,.
    The 28th International Symposium on Algorithms and Computation (ISAAC 2017), Phuket, Thailand, December 2017.
  15. Satoru Iwata, Yu Yokoi: List Supermodular Coloring.
    The 10th Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications, Budapest, Hungary, May 2017.
  16. Yu Yokoi: A Generalized Polymatroid Approach to Stable Allocations with Lower Quotas.
    The Fourth International Workshop on Matching Under Preferences, Cambridge, Massachusetts, U.S., April 2017.
  17. Satoru Iwata, Yu Yokoi: Finding a Stable Allocation in Polymatroid Intersection.
    The 27th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2016), Arlington, Virginia, U.S., January 2016.
  18. Satoru Iwata, Yu Yokoi: Finding a Stable Allocation in Polymatroid Intersection.
    HIM Trimester Program "Combinatorial Optimization," Rigidity Workshop, Bonn, Germany, October 2015.
  19. Yu Yokoi: A Generalized Polymatroid Approach to Stable Allocations with Lower Quotas.
    The 22nd International Symposium on Mathematical Programming (ISMP 2015), Pittsburgh, Pennsylvania, U.S., July 2015.
  20. Yu Yokoi: A Generalized Polymatroid Approach to Stable Allocations with Lower Quotas.
    The 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications, Fukuoka, Japan, June 2015.
  21. Yu Yokoi: Matroidal Choice Functions.
    The Third International Workshop on Matching Under Preferences, Glasgow, U.K., April 2015.
  22. Yu Yokoi: On the Lattice Structure of Stable Allocations in Two-Sided Discrete-Concave Market.
    The First International Workshop on Market Design Technologies for Sustainable Development, Kanagawa, November 2013.

国内会議
  1. 横井 優: マッチングの数理とアルゴリズム.
    第38回 JST数学キャラバン「拡がりゆく数学 at 中部大学」, 中部大学, 愛知(春日井), 2023年12月.
  2. 横井 優: 安定マッチングと組合せ最適化.
    RIMS 共同研究「組合せ最適化セミナー」(第19回), ハイブリッド(京都大学数理解析研究所), 2022年7月.
  3. 横井 優: 選好に同順位を含むマッチングモデルでの安定解の最適化.
    電気通信大学 第38回情報数理工学セミナー, オンライン, 2021年7月.
  4. 岩田 覚,横井 優: A Blossom Algorithm for Maximum Edge-Disjoint T-Paths.
    電子情報通信学会コンピュテーション研究会, オンライン, 2020年12月.
  5. 岩田 覚,横井 優: A Blossom Algorithm for Maximum Edge-Disjoint T-Paths.
    Japanese Conference on Combinatorics and its Applications (JCCA 2019) 離散数学とその応用研究集会2019, 都城工業高等専門学校, 宮崎, 2019年8月.
  6. 横井 優: 安定マッチング理論と展開型マッチングゲーム.
    第17回情報科学技術フォーラム (FIT2018), 福岡工業大学, 福岡, 2018年9月.
  7. 河瀬 康志,山口 勇太郎, 横井 優: 展開型マッチングゲームにおける部分ゲーム完全均衡.
    日本応用数理学会 2018年度年会, 名古屋大学, 名古屋, 2018年9月.
  8. 横井 優: 一般化マトロイド上の安定マッチングと無羨望マッチング.
    日本オペレーションズ・リサーチ学会「最適化とその応用」研究部会 (OPTA) 第1回研究会, 中央大学, 東京, 2018年3月.
  9. 横井 優: リスト優モジュラ彩色におけるリスト長の削減.
    日本オペレーションズ・リサーチ学会「離散アルゴリズムの応用と理論」研究部会 第10回研究会, 京都大学 数理解析研究所, 京都, 2018年2月.
  10. 横井 優: List Supermodular Coloring with Shorter Lists.
    Japanese Conference on Combinatorics and its Applications (JCCA 2017) 離散数学とその応用研究集会2017, 熊本大学, 熊本, 2017年8月.
  11. 岩田 覚,横井 優: リスト優モジュラ彩色.
    日本オペレーションズ・リサーチ学会2016年秋季研究発表会, 山形大学, 山形, 2016年9月.
  12. 岩田 覚,横井 優: 優モジュラ関数に対するリスト彩色定理.
    日本オペレーションズ・リサーチ学会 研究部会 「最適化の基盤とフロンティア--未来を担う若手研究者の集い2016--」, 筑波大学, 茨城, 2016年5月.
  13. 岩田 覚,横井 優: ポリマトロイド対における安定割当.
    電子情報通信学会コンピュテーション研究会, 大阪大学, 大阪, 2015年12月.
  14. 横井 優: 一般化ポリマトロイドによる下限制約付き安定割当問題の拡張.
    日本オペレーションズ・リサーチ学会2015年春季研究発表会, 東京理科大学, 東京, 2015年3月.
  15. 横井 優: マトロイド的選択関数.
    日本オペレーションズ・リサーチ学会2014年秋季研究発表会, 北海道科学大学, 北海道, 2014年8月.
  16. 横井 優: Path-independence Choice Functions Characterized by Matroids.
    日本オペレーションズ・リサーチ学会 研究部会 「最適化の理論と応用--未来を担う若手研究者の集い2014--」, 筑波大学, 茨城, 2014年5月.
  17. 横井 優, 室田 一雄: 準M♮凹評価関数を用いた一般化安定結婚モデル.
    日本オペレーションズ・リサーチ学会2014年春季研究発表会, 大阪大学, 大阪, 2014年3月.
  18. 横井 優, 室田 一雄: 整数格子点上の安定結婚問題がもつ束構造.
    日本オペレーションズ・リサーチ学会2013年秋季研究発表会, 徳島大学, 徳島, 2013年9月.
  19. 横井 優, 室田 一雄: 整数格子点上の安定結婚問題の解構造.
    日本オペレーションズ・リサーチ学会 研究部会 「最適化の理論と応用--未来を担う若手研究者の集い2013--」, 筑波大学, 茨城, 2013年6月.


受賞
  • 2021年 日本オペレーションズ・リサーチ学会 第11回 研究賞奨励賞
  • 2018年 日本応用数理学会 第15回 若手優秀講演賞
  • 2016年 日本オペレーションズ・リサーチ学会 研究部会 「最適化の基盤とフロンティア--未来を担う若手研究者の集い2016--」 優秀発表賞
  • 2015年 日本オペレーションズ・リサーチ学会 2015年春季研究発表会 学生優秀発表賞
  • 2014年 第32回日本オペレーションズ・リサーチ学会学生論文賞
  • 2014年 日本オペレーションズ・リサーチ学会 研究部会 「最適化の理論と応用--未来を担う若手研究者の集い2014--」 最優秀発表賞
  • 2014年 東京大学大学院 情報理工学系研究科 研究科長賞
  • 2013年 日本オペレーションズ・リサーチ学会 研究部会 「最適化の理論と応用--未来を担う若手研究者の集い2013--」 優秀発表賞
  • 2012年 大阪大学 基礎工学部賞