Qingni Wang
5 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (1)
ACL (1)
CVPR (1)
EMNLP (1)
ICLR (1)
Top co-authors
Research topics
Keywords
conformal prediction
(3)
uncertainty quantification
(3)
calibration set
(2)
large language model
(2)
prediction set
(2)
video understanding
(1)
event detection
(1)
video language model
(1)
coverage 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)
omni-modal perception
(1)
false discovery rate
(1)
correctness coverage
(1)
Papers
COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
AAAI 2026
SConU: Selective Conformal Uncertainty in Large Language Models
ACL 2025
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
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
EMNLP 2024