Shingo Takamatsu
5 papers · 2012–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
sponsored search
(2)
agent system
(2)
llm agent
(2)
keyword generation
(2)
multimodal large language model
(1)
multimodal model
(1)
hierarchical agent
(1)
sponsored search advertising
(1)
creative generation
(1)
multimodal generation
(1)
large language model
(1)
multi-agent system
(1)
text rendering
(1)
agentic framework
(1)
real-time adaptation
(1)
design refinement
(1)
ad banner generation
(1)
automated design
(1)
banner design
(1)
self-reflective learning
(1)
Papers
BannerAgency: Advertising Banner Design with Multimodal LLM Agents
EMNLP 2025
Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents
EMNLP 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising
COLING 2025
OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent
EMNLP 2025
Reducing Wrong Labels in Distant Supervision for Relation Extraction
ACL 2012