Mingqian He
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Vision
(1)
Applications
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
preference learning
(1)
conversational ai
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
multimodal learning
(1)
visual reasoning
(1)
synthetic data generation
(1)
tree search
(1)
large multimodal model
(1)
reward model
(1)
supervised fine-tuning
(1)
multi-turn dialogue
(1)
reasoning verification
(1)
table understanding
(1)
text-to-sql generation
(1)
self-taught reasoner
(1)
sql query
(1)
step-level preference
(1)
tree-based search
(1)
Papers
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
EMNLP 2025
STaR-SQL: Self-Taught Reasoner for Text-to-SQL
ACL 2025
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
EMNLP 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
EMNLP 2024