Meiyun Wang, Kiyoshi Izumi, Hiroki Sakaji, CausalEnhance: knowledge-enhanced pre-training for causality identification and extraction, Knowledge-Based Systems, 2025
Yuki Tanaka, Ryuji Hashimoto, Takehiro Takayanagi, Zhe Piao, Yuri Murayama, and Kiyoshi Izumi, CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation, International Joint Conferences on Artificial Intelligence (IJCAI), Montreal, Canada, August, 2025.
Takehiro Takayanagi, Kiyoshi Izumi, Javier Sanz-Cruzado, Richard McCreadie, Iadh Ounis, Are Generative AI Agents Effective Personalized Financial Advisors?, Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, July, 2025.
許 韜, 村山 友里, 和泉 潔, LLMを用いたマルチホップ質問応答における信頼性の高い推論ステップ選出による正解率向上, 人工知能学会論文誌, 2025