Yu, Chun-Nam

6 publications

NeurIPSW 2024 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Mojtaba Soltanalian, Niloofar Yousefi

ICLR 2019 A Direct Approach to Robust Deep Learning Using Adversarial Networks Huaxia Wang, Chun-Nam Yu

ICML 2014 Robust Learning Under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification Junfeng Wen, Chun-Nam Yu, Russell Greiner

ICML 2012 A Generalized Loop Correction Method for Approximate Inference in Graphical Models Siamak Ravanbakhsh, Chun-Nam Yu, Russell Greiner

AISTATS 2012 Transductive Learning of Structural SVMs via Prior Knowledge Constraints Chun-Nam Yu

NeurIPS 2011 Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors Chun-Nam Yu, Russell Greiner, Hsiu-Chin Lin, Vickie Baracos