Rchr
J-GLOBAL ID:201901017616960631   Update date: Feb. 01, 2024

HIRANO Masanori

ヒラノ マサノリ | HIRANO Masanori
Affiliation and department:
Job title: Researcher
Homepage URL  (1): https://mhirano.jp/
Research field  (5): Other ,  Web and service informatics ,  Computational science ,  Money and finance ,  Intelligent informatics
Research keywords  (11): Deep Hedging ,  Financial Market ,  Social Simulation ,  Multi Agent ,  Artificial Intelligence ,  Data Mining ,  Text Mining ,  Natural Language Processing ,  Multi Agent Simulation ,  Multi Agent System ,  Artificial Market
Research theme for competitive and other funds  (1):
  • 2021 - 2024 データ融合による信頼性の高い金融市場モデル構築
Papers (27):
  • Long CHENG, Masanori HIRANO, Kiyoshi IZUMI. Analysis of Carbon Neutrality Strategies of Industrial Consumers Using Electric Power Market Simulations. Journal of Information Processing. 2024. 65. 1. 46-60
  • Masanori Hirano, Masahiro Suzuki, Hiroki Sakaji. llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and Its Methodology. Advances in Networked-based Information Systems. 2023. 442-454
  • Masanori HIRANO, Kiyoshi IZUMI. Neural-network-based parameter tuning for multi-agent simulation using deep reinforcement learning. World Wide Web. 2023
  • Masanori HIRANO, Kentaro IMAJI, Kentaro Minami, Takuya SHIMADA. Efficient Learning of Nested Deep Hedging using Multiple Options. 14th IIAI International Congress on Advanced Applied Informatics. 2023. 514-521
  • Masanori HIRANO, Hiroki SAKAJI, Kiyoshi IZUMI. Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets. 14th IIAI International Congress on Advanced Applied Informatics. 2023. 361-368
more...
MISC (29):
  • 平野 正徳, 高田 亮介, 和泉 潔. PAMS: Platform for Artificial Market Simulations ~Pythonベースの人工市場シミュレーションプラットフォームと深層学習との融合~. 合同エージェントワークショップ&シンポジウム2023 (JAWS2023). 2023
  • 鈴木 雅弘, 平野 正徳, 坂地 泰紀. 日本語インストラクションデータを用いた対話可能な日本語大規模言語モデルのLoRAチューニング. 第20回テキストアナリティクス・シンポジウム. 2023
  • 平野 正徳, 鈴木 雅弘, 坂地 泰紀. llm-japanese-dataset v0: 大規模言語モデルのための日本語チャットデータセット構築. 情報処理学会 第257回自然言語処理研究発表会 (NL研). 2023
  • 平野正徳, 高田 亮介, 和泉 潔. PAMS: Platform for Artificial Market Simulations ~Pythonベースの人工市場シミュレーションプラットフォームと深層学習との融合~. 2023
  • Masanori Hirano, Kentaro Minami, Kentaro Imajo. Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling. 2023
more...
Patents (1):
  • 抽出システムおよびプログラム
Lectures and oral presentations  (6):
  • 日本語インストラクションデータセットの構築とその適用による大規模言語モデルのチューニング
    (NLP若手の会(Yans) 第18回シンポジウム 2023)
  • Deep Hedgingの発展と応用
    (MPTフォーラム 2023)
  • Constructing and Analyzing Domain-Specific Language Model for Financial Text Mining
    (Information Processing and Management Conference 2022)
  • Toward Quantitative Evaluation of Artificial Market Simulation Using GAN
    (2022)
  • Comparison of Behaviors of Actual and Simulated HFT Traders for Agent Design
    (The 22nd International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2019) 2019)
more...
Works (4):
  • izumi-lab/llm-japanese-dataset
    Masanori HIRANO, Masahiro SUZUKIl, Hiroki SAKAJI 2023 -
  • PAMS: Platform for Artificial Market Simulations
    Masanori HIRANO 2022 -
  • PlhamJ
    Takuma Torii, Kiyoshi Izumi, Tomio Kamada, Hiroto Yonenoh, Daisuke Fujishima, Izuru Matsuura, Masanori Hirano, Tosiyuki Takahashi 2019 -
  • Plham
    Takuma Torii, Kiyoshi Izumi, Tomio Kamada, Hiroto Yonenoh, Daisuke Fujishima, Izuru Matsuura, Masanori Hirano, Tosiyuki Takahashi 2019 -
Education (4):
  • 2020 - 現在 The University of Tokyo The School of Engineering Department of System Innovation
  • 2019 - 2020 The University of Tokyo School of Engineering Department of Systems Innovation
  • 2017 - 2019 The University of Tokyo Faculty of Engineering Department of Systems Innovation
  • 2015 - 2017 The University of Tokyo College of Arts and Sciences (Junior Division) Natural Sciences I
Professional career (3):
  • Bachelor of Engineering (The University of Tokyo)
  • Master of Engineering (The University of Tokyo)
  • Ph.D. (The University of Tokyo)
Work history (3):
  • 2023/10 - 現在 Preferred Networks, Inc. Researcher
  • 2021/04 - 2023/09 Japan Society for the Promotion of Science Research Fellow (DC1)
  • 2019/08 - 2023/09 The University of Tokyo School of Engineering Technical Assistant
Awards (21):
  • 2023/10 - IEEE IEEE Computer Society Japan Chapter JAWS Young Researcher Award PAMS: Platform for Artificial Market Simulations --Python-based Platform for Artificial Market Simulations and Challenges on its Integration with Deep Learning--
  • 2023/10 - Special Interest Group on Financial Informatics of Japanese Society for Artificial Intelligence AY2022 Student Best Paper Award Adversarial Deep Hedging Free from the Assumption of Underliers' Price Process
  • 2023/09 - JAWS (Joint Agent Workshop & Symposium) JAWS (Joint Agent Workshop & Symposium) Excellence Award PAMS: Platform for Artificial Market Simulations --Python-based Platform for Artificial Market Simulations and Challenges on its Integration with Deep Learning--
  • 2023/08 - 18th Symposium of Young Researcher Association for NLP Studies Honorable Mention Award Construction of Japanese Instruction Dataset and its Application to Tuning of Large-scale Language Models
  • 2023/08 - 18th Symposium of Young Researcher Association for NLP Studies ELYZA Award (Sponsor Award) Construction of Japanese Instruction Dataset and its Application to Tuning of Large-scale Language Models
Show all
Association Membership(s) (1):
THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
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