Julia Stoyanovich
9 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Renaissance Researcher
(5)
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Application Areas
(4)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Security & Privacy
(1)
Applications
(1)
Differential Privacy
(1)
Education
(1)
Foundations
(1)
Keywords
counterfactual reasoning
(2)
ai literacy
(2)
responsible ai
(2)
causal inference
(2)
algorithmic fairness
(2)
explainable ai
(1)
integer linear programming
(1)
knowledge distillation
(1)
complexity analysis
(1)
ranking algorithm
(1)
ai education
(1)
query complexity
(1)
adversarial attack
(1)
relational database
(1)
inference latency
(1)
jailbreak attack
(1)
computational complexity
(1)
fairness constraint
(1)
exogenous variable
(1)
differential privacy
(1)
Papers
Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice
AAAI 2025
SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
EMNLP 2025
Using Case Studies to Teach Responsible AI to Industry Practitioners
AAAI 2025
We Are AI: Taking Control of Technology
AAAI 2025
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse
IJCAI 2024
A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy
AAAI 2024
Counterfactuals for the Future
AAAI 2023
Balanced Ranking with Diversity Constraints
IJCAI 2019
Computational Social Choice Meets Databases
IJCAI 2018