Localized Bayes Estimation for Non-identifiable Models. - Shingo Takamatsu; Shinichi Nakajima; Sumio Watanabe (ICONIP (1), 2006)

Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction. - Shingo Takamatsu; Issei Sato; Hiroshi Nakagawa (PAKDD (1), 2011)

Reducing Wrong Labels in Distant Supervision for Relation Extraction. - Shingo Takamatsu; Issei Sato; Hiroshi Nakagawa (ACL (1), 2012)

Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning. - Shingo Takamatsu; Carlos Guestrin (BigMine, 2014)

Integrating Domain Knowledge for handling Limited Data in Offline RL. - Briti Gangopadhyay; Zhao Wang 009; Jia-Fong Yeh; Shingo Takamatsu (CoRR, 2024)

Augmenting Offline RL with Unlabeled Data. - Zhao Wang 009; Briti Gangopadhyay; Jia-Fong Yeh; Shingo Takamatsu (CoRR, 2024)

Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL). - Alberto Silvio Chiappa; Briti Gangopadhyay; Zhao Wang 009; Shingo Takamatsu (CoRR, 2024)

OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising. - Zhao Wang 009; Briti Gangopadhyay; Mengjie Zhao; Shingo Takamatsu (COLING (Industry), 2025)

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits. - Briti Gangopadhyay; Zhao Wang 009; Alberto Silvio Chiappa; Shingo Takamatsu (AAMAS, 2025)

Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems. - Zhao Wang 009; Sota Moriyama; Wei-Yao Wang; Briti Gangopadhyay; Shingo Takamatsu (CoRR, 2025)

BannerAgency: Advertising Banner Design with Multimodal LLM Agents. - Heng Wang; Yotaro Shimose; Shingo Takamatsu (CoRR, 2025)

OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent. - Bowen Chen; Zhao Wang; Shingo Takamatsu (CoRR, 2025)

Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents. - Zhao Wang; Bowen Chen; Yotaro Shimose; Sota Moriyama; Heng Wang; Shingo Takamatsu (CoRR, 2025)

DesignLab: Designing Slides Through Iterative Detection and Correction. - Jooyeol Yun; Heng Wang; Yotaro Shimose; Jaegul Choo; Shingo Takamatsu (CoRR, 2025)

Enhancing Generalization of Offline RL in Data-Limited Settings With Heuristic Rules. - Briti Gangopadhyay; Zhao Wang 009; Jia-Fong Yeh; Shingo Takamatsu (IEEE Trans. Artif. Intell., 2025)