Sooyong Jang
4 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Conferences
AAAI (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
conformal prediction
(2)
online learning
(1)
policy optimization
(1)
domain adaptation
(1)
uncertainty quantification
(1)
confidence calibration
(1)
model uncertainty
(1)
two-sample test
(1)
distribution shift
(1)
prediction set
(1)
multi-hop question answering
(1)
coverage guarantee
(1)
input transformation
(1)
covariate shift detection
(1)
sequential detection
(1)
large language model
(1)
label-invariant transformation
(1)
worst-case calibration
(1)
classifier confidence
(1)
image classification
(1)
Papers
Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations
AAAI 2026
Conformal Constrained Policy Optimization for Cost-Effective LLM Agents
AAAI 2026
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests
ICML 2022
Improving Classifier Confidence using Lossy Label-Invariant Transformations
AISTATS 2021