Licong Lin
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11) 👑 Triple Crown
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The Questioner
Conferences
ICML (2)
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
neural network optimization
(2)
stochastic gradient descent
(1)
model selection
(1)
adaptive learning
(1)
generalization error
(1)
statistical estimation
(1)
linear regression
(1)
asymptotic normality
(1)
bias-variance tradeoff
(1)
scaling law
(1)
variance error
(1)
power-law spectrum
(1)
test error
(1)
linear model
(1)
variance decomposition
(1)
low-dimensional estimation
(1)
test error bound
(1)
adaptive linear model
(1)
coordinate estimation
(1)
learning theory
(1)
Papers
Improving LLM Safety Alignment with Dual-Objective Optimization
ICML 2025
Scaling Laws in Linear Regression: Compute, Parameters, and Data
NIPS 2024
Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
ICLR 2024
Plug-in Performative Optimization
ICML 2024
Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference
NIPS 2023
What Causes the Test Error? Going Beyond Bias-Variance via ANOVA
JMLR 2021