Yangjun Ruan
11 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (34)
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Century Club Β· Bronze
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Research topics
Machine Learning
(10)
Artificial Intelligence
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Core AI
(6)
Deep Learning
(4)
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(4)
Optimization & Theory
(4)
Application Areas
(3)
Learning Paradigms
(3)
Natural Language Processing
(2)
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(2)
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(2)
Models
(2)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Bayesian & Probabilistic
(1)
Keywords
large language model
(3)
variational inference
(2)
uncertainty estimation
(2)
self-supervised learning
(2)
graph representation learning
(1)
domain adaptation
(1)
representation learning
(1)
boolean satisfiability
(1)
few-shot learning
(1)
uncertainty quantification
(1)
monte carlo estimation
(1)
speech synthesis
(1)
prompt engineering
(1)
ai safety
(1)
marginal likelihood
(1)
ensemble learning
(1)
covariate shift
(1)
graph centrality
(1)
distribution shift
(1)
contrastive learning
(1)
Papers
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts
ACL 2025
MixMin: Finding Data Mixtures via Convex Minimization
ICML 2025
Graph-based Uncertainty Metrics for Long-form Language Model Generations
NeurIPS 2024
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
ICLR 2024
Observational Scaling Laws and the Predictability of Langauge Model Performance
NeurIPS 2024
Weighted Ensemble Self-Supervised Learning
ICLR 2023
Augment with Care: Contrastive Learning for Combinatorial Problems
ICML 2022
Optimal Representations for Covariate Shift
ICLR 2022
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
ICML 2021
Learning to Learn by Zeroth-Order Oracle
ICLR 2020
FastSpeech: Fast, Robust and Controllable Text to Speech
NeurIPS 2019