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Hongseok Namkoong

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

8

Venues

4

Active years

2017–2025

Best venue rank

A*

Where they publish

Papers

8 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRPersonalLLM: Tailoring LLMs to Individual Preferences.Thomas P. Zollo, Andrew Wei Tung Siah, Naimeng Ye, Ang Li, Hongseok Namkoong
2025ICMLAdaptive Elicitation of Latent Information Using Natural Language.Jimmy Wang, Thomas P. Zollo, Richard S. Zemel, Hongseok Namkoong
2022CVPRRobust fine-tuning of zero-shot models.Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim, Mike Li, Simon Kornblith, Rebecca Roelofs, Raphael Gontijo Lopes, Hannaneh Hajishirzi, Ali Farhadi, Hongseok Namkoong, Ludwig Schmidt
2022ICMLModel soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time.Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt
2020COLTRobust causal inference under covariate shift via worst-case subpopulation treatment effects.Sookyo Jeong, Hongseok Namkoong
2018ICLRCertifying Some Distributional Robustness with Principled Adversarial Training.Aman Sinha, Hongseok Namkoong, John C. Duchi
2018ICMLFairness Without Demographics in Repeated Loss Minimization.Tatsunori B. Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang
2017ICMLAdaptive Sampling Probabilities for Non-Smooth Optimization.Hongseok Namkoong, Aman Sinha, Steve Yadlowsky, John C. Duchi