Runtian Zhai
9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICLR (4)
NIPS (3)
ICML (2)
Top co-authors
Keywords
conditional value at risk
(2)
model robustness
(1)
optimal transport
(1)
subpopulation shift
(1)
empirical risk minimization
(1)
outlier detection
(1)
worst-case performance
(1)
distribution shift
(1)
outlier robustness
(1)
distributionally robust optimization
(1)
boosting algorithm
(1)
out-of-distribution detection
(1)
min-max optimization
(1)
chi-squared divergence
(1)
randomized classifier
(1)
error estimation
(1)
model error estimation
(1)
pseudo-label shift
(1)
adversarial learning
(1)
tail performance
(1)
Papers
Contextures: Representations from Contexts
ICML 2025
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression
ICLR 2024
Spectrally Transformed Kernel Regression
ICLR 2024
Understanding Why Generalized Reweighting Does Not Improve Over ERM
ICLR 2023
Characterizing Out-of-Distribution Error via Optimal Transport
NIPS 2023
Responsible AI (RAI) Games and Ensembles
NIPS 2023
Boosted CVaR Classification
NIPS 2021
DORO: Distributional and Outlier Robust Optimization
ICML 2021
MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
ICLR 2020