Shingo Takamatsu

24 papers A* 2A 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Visual Prompt Discovery via Semantic Exploration.
CoRR
Jaechang Kim, Yotaro Shimose, Zhao Wang, Kuang-Da Wang, Jungseul Ok, Shingo Takamatsu
2025 A conf
Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits.
AAMAS
Briti Gangopadhyay, Zhao Wang, Alberto Silvio Chiappa, Shingo Takamatsu
2025 J jnl
Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits.
CoRR
Briti Gangopadhyay, Zhao Wang, Alberto Silvio Chiappa, Shingo Takamatsu
2025 — conf
Auto-Bidding in Real-Time Auctions via Oracle Imitation Learning.
KDD (2)
Alberto Silvio Chiappa, Briti Gangopadhyay, Zhao Wang, Shingo Takamatsu
2025 A* conf
BannerAgency: Advertising Banner Design with Multimodal LLM Agents.
EMNLP
Heng Wang, Yotaro Shimose, Shingo Takamatsu
2025 J jnl
BannerAgency: Advertising Banner Design with Multimodal LLM Agents.
CoRR
Heng Wang, Yotaro Shimose, Shingo Takamatsu
2025 J jnl
DesignLab: Designing Slides Through Iterative Detection and Correction.
CoRR
Jooyeol Yun, Heng Wang, Yotaro Shimose, Jaegul Choo, Shingo Takamatsu
2025 J jnl
Enhancing Generalization of Offline RL in Data-Limited Settings With Heuristic Rules.
IEEE Trans. Artif. Intell.
Briti Gangopadhyay, Zhao Wang, Jia-Fong Yeh, Shingo Takamatsu
2025 J jnl
Forecasting Clicks in Digital Advertising: Multimodal Inputs and Interpretable Outputs.
CoRR
Briti Gangopadhyay, Zhao Wang, Shingo Takamatsu
2025 — conf
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents.
EMNLP (Industry Track)
Zhao Wang, Bowen Chen, Yotaro Shimose, Sota Moriyama, Heng Wang, Shingo Takamatsu
2025 J jnl
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents.
CoRR
Zhao Wang, Bowen Chen, Yotaro Shimose, Sota Moriyama, Heng Wang, Shingo Takamatsu
2025 — conf
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising.
COLING (Industry)
Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu
2025 A* conf
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent.
EMNLP
Bowen Chen, Zhao Wang, Shingo Takamatsu
2025 J jnl
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent.
CoRR
Bowen Chen, Zhao Wang, Shingo Takamatsu
2025 J jnl
Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems.
CoRR
Zhao Wang, Sota Moriyama, Wei-Yao Wang, Briti Gangopadhyay, Shingo Takamatsu
2025 J jnl
WebGen-V Bench: Structured Representation for Enhancing Visual Design in LLM-based Web Generation and Evaluation.
CoRR
Kuang-Da Wang, Zhao Wang, Yotaro Shimose, Wei-Yao Wang, Shingo Takamatsu
2024 J jnl
Augmenting Offline RL with Unlabeled Data.
CoRR
Zhao Wang, Briti Gangopadhyay, Jia-Fong Yeh, Shingo Takamatsu
2024 J jnl
Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL).
CoRR
Alberto Silvio Chiappa, Briti Gangopadhyay, Zhao Wang, Shingo Takamatsu
2024 J jnl
Integrating Domain Knowledge for handling Limited Data in Offline RL.
CoRR
Briti Gangopadhyay, Zhao Wang, Jia-Fong Yeh, Shingo Takamatsu
2024 J jnl
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising.
CoRR
Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu
2014 — conf
Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning.
BigMine
Shingo Takamatsu, Carlos Guestrin
2012 — conf
Reducing Wrong Labels in Distant Supervision for Relation Extraction.
ACL (1)
Shingo Takamatsu, Issei Sato, Hiroshi Nakagawa
2011 — conf
Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction.
PAKDD (1)
Shingo Takamatsu, Issei Sato, Hiroshi Nakagawa
2006 — conf
Localized Bayes Estimation for Non-identifiable Models.
ICONIP (1)
Shingo Takamatsu, Shinichi Nakajima, Sumio Watanabe