2024

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs
Chris Yuhao Liu, Liang Zeng , Jiacai Liu , Rui Yan, Jujie He, Chaojie Wang , Shuicheng Yan , Yang Liu, Yahui Zhou
arXiv , models

Language Model Unlearning via Embedding-Corrupted Prompts
Chris Yuhao Liu, Yaxuan Wang , Jeffrey Flanigan , Yang Liu
NeurIPS 2024
arXiv , code , project page

Rethinking Machine Unlearning for Large Language Models
Sijia Liu , Yuanshun Yao , Jinghan Jia , Stephen Casper , Nathalie Baracaldo , Peter Hase , Yuguang Yao , Chris Yuhao Liu, Xiaojun Xu , Hang Li , Kush R. Varshney , Mohit Bansal , Sanmi Koyejo , Yang Liu
arXiv

2023

Understanding the Role of Optimization in Double Descent
Chris Yuhao Liu, Jeffrey Flanigan
NeurIPS 2023 Optimization for Machine Learning Workshop
arXiv , OpenReview , poster

Understanding the Role of Optimization and Loss Function in Double Descent
Chris Yuhao Liu
Master Thesis
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