Yangyi Li
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(3)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
conformal prediction
(3)
uncertainty quantification
(3)
machine unlearning
(2)
neural network interpretability
(1)
feature attribution
(1)
black-box attack
(1)
prediction set
(1)
optimization framework
(1)
right to be forgotten
(1)
privacy leakage
(1)
selective forgetting
(1)
theoretical guarantee
(1)
reasoning trace
(1)
shapley value
(1)
prediction uncertainty
(1)
finite-sample guarantee
(1)
natural language explanation
(1)
privacy benchmark
(1)
large language model
(1)
self-explaining neural network
(1)
Papers
Quantifying and Understanding Uncertainty in Large Reasoning Models
ACL 2026
Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models
AAAI 2026
Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering
EMNLP 2025
Data Poisoning Attacks against Conformal Prediction
ICML 2024
Modeling and Understanding Uncertainty in Medical Image Classification
MICCAI 2024
Rethinking Adversarial Robustness in the Context of the Right to be Forgotten
ICML 2024
Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction
AAAI 2024