Qianqi Yan
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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The Questioner
(2)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Computer Vision
(2)
Machine Learning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multimodal large language model
(3)
multimodal reasoning
(2)
multimodal learning
(2)
model evaluation
(1)
synthetic data
(1)
large multimodal model
(1)
visual understanding
(1)
semantic mismatch
(1)
medical visual question answering
(1)
multipanel image
(1)
adversarial evaluation
(1)
inference-time intervention
(1)
probing evaluation
(1)
diagnostic reliability
(1)
underspecified input
(1)
misspecified scenario
(1)
image comprehension
(1)
inconsistency detection
(1)
underspecified scenario
(1)
benchmark evaluation
(1)
Papers
Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs
EMNLP 2025
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
ACL 2025
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
ACL 2025
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA
ACL 2024