Qianqi Yan
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (2) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (15) π Cross-Pollinator (14)
π
Renaissance Researcher
(6)
β
The Questioner
(2)
Conferences
ACL (3)
EMNLP (1)
Top co-authors
Keywords
multimodal large language model
(3)
multimodal reasoning
(2)
multimodal learning
(2)
model evaluation
(1)
synthetic datum
(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
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
Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs
EMNLP 2025
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA
ACL 2024