Understanding the Role of Optimization in Double Descent. - Chris Yuhao Liu; Jeffrey Flanigan (CoRR, 2023)

Large Language Model Unlearning via Embedding-Corrupted Prompts. - Chris Yuhao Liu; Yaxuan Wang; Jeffrey Flanigan; Yang Liu 018 (NeurIPS, 2024)

LLM Unlearning via Loss Adjustment with Only Forget Data. - Yaxuan Wang; Jiaheng Wei; Chris Yuhao Liu; Jinlong Pang; Quan Liu; Ankit Parag Shah; Yujia Bao; Yang Liu 018; Wei Wei 019 (CoRR, 2024)

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs. - Chris Yuhao Liu; Liang Zeng; Jiacai Liu; Rui Yan; Jujie He; Chaojie Wang 001; Shuicheng Yan; Yang Liu 084; Yahui Zhou (CoRR, 2024)

Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage Policy Optimization. - Jiacai Liu; Chaojie Wang 001; Chris Yuhao Liu; Liang Zeng; Rui Yan; Yiwen Sun; Yang Liu 084; Yahui Zhou (CoRR, 2024)

LLM Unlearning via Loss Adjustment with Only Forget Data. - Yaxuan Wang; Jiaheng Wei; Chris Yuhao Liu; Jinlong Pang; Quan Liu; Ankit Shah 001; Yujia Bao; Yang Liu 018; Wei Wei 019 (ICLR, 2025)

Rethinking machine unlearning for large language models. - Sijia Liu 001; Yuanshun Yao; Jinghan Jia; Stephen Casper; Nathalie Baracaldo; Peter Hase; Yuguang Yao; Chris Yuhao Liu; Xiaojun Xu; Hang Li 001; Kush R. Varshney; Mohit Bansal; et al. (Nat. Mac. Intell., 2025)

GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection. - Zhijie Deng; Chris Yuhao Liu; Zirui Pang; Xinlei He 001; Lei Feng 006; Qi Xuan; Zhaowei Zhu; Jiaheng Wei (CoRR, 2025)

Skywork Open Reasoner 1 Technical Report. - Jujie He; Jiacai Liu; Chris Yuhao Liu; Rui Yan; Chaojie Wang 001; Peng Cheng; Xiaoyu Zhang; Fuxiang Zhang; Jiacheng Xu; Wei Shen; Siyuan Li 003; Liang Zeng; et al. (CoRR, 2025)

Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs. - Liang Zeng; Yongcong Li; Yuzhen Xiao; Changshi Li; Chris Yuhao Liu; Rui Yan; Tianwen Wei; Jujie He; Xuchen Song; Yang Liu; Yahui Zhou (CoRR, 2025)

Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy. - Chris Yuhao Liu; Liang Zeng; Yuzhen Xiao; Jujie He; Jiacai Liu; Chaojie Wang; Rui Yan; Wei Shen; Fuxiang Zhang; Jiacheng Xu; Yang Liu; Yahui Zhou (CoRR, 2025)