| 2025 | COLING | OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising. | Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu |
| 2025 | EMNLP | 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 |
| 2025 | EMNLP | OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent. | Bowen Chen, Zhao Wang, Shingo Takamatsu |
| 2025 | EMNLP | BannerAgency: Advertising Banner Design with Multimodal LLM Agents. | Heng Wang, Yotaro Shimose, Shingo Takamatsu |
| 2025 | KDD | Auto-Bidding in Real-Time Auctions via Oracle Imitation Learning. | Alberto Silvio Chiappa, Briti Gangopadhyay, Zhao Wang, Shingo Takamatsu |
| 2014 | KDD | Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning. | Shingo Takamatsu, Carlos Guestrin |
| 2012 | ACL | Reducing Wrong Labels in Distant Supervision for Relation Extraction. | Shingo Takamatsu, Issei Sato, Hiroshi Nakagawa |
| 2011 | PAKDD | Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction. | Shingo Takamatsu, Issei Sato, Hiroshi Nakagawa |
| 2006 | ICONIP | Localized Bayes Estimation for Non-identifiable Models. | Shingo Takamatsu, Shinichi Nakajima, Sumio Watanabe |