Yingyu Lin
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
differential privacy
(1)
causal discovery
(1)
temporal reasoning
(1)
kl divergence
(1)
posterior sampling
(1)
knowledge graph reasoning
(1)
markov chain monte carlo
(1)
empirical risk minimization
(1)
markov chain
(1)
query complexity
(1)
exponential mechanism
(1)
metropolis-hastings algorithm
(1)
score function
(1)
diffusion model
(1)
temporal knowledge graph
(1)
latent confounder
(1)
total variation distance
(1)
causal direction
(1)
sequential pattern learning
(1)
repetitive pattern learning
(1)
Papers
Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion
COLT 2026
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
ICLR 2025
Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning
COLING 2024
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy
ICLR 2024