Sooyong Jang

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (2) AISTATS (1) ICML (1)

Top co-authors

Insup Lee (4) Osbert Bastani (2) Sangdon Park (1) James Weimer (1) Wenwen Si (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Application Areas (2) Core Methods (2) Learning Types (2) Artificial Intelligence (1) Core AI (1)

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

Conformal Constrained Policy Optimization for Cost-Effective LLM Agents AAAI 2026 Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations AAAI 2026 Sequential Covariate Shift Detection Using Classifier Two-Sample Tests ICML 2022 Improving Classifier Confidence using Lossy Label-Invariant Transformations AISTATS 2021