Qingni Wang
5 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(3)
Core AI
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Applications
(1)
Models
(1)
Keywords
conformal prediction
(4)
prediction set
(3)
uncertainty quantification
(3)
calibration set
(2)
large language model
(2)
video understanding
(1)
event detection
(1)
multimodal large language model
(1)
risk assessment
(1)
video-language model
(1)
coverage guarantee
(1)
statistical guarantee
(1)
miscoverage rate
(1)
significance test
(1)
exchangeability assumption
(1)
temporal boundary
(1)
selective question answering
(1)
long video
(1)
fine-grained temporal
(1)
vision-audio-language event
(1)
Papers
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
AAAI 2026
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos
CVPR 2025
Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models
ICLR 2025
SConU: Selective Conformal Uncertainty in Large Language Models
ACL 2025
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
EMNLP 2024