ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup. - Yongxin Xu; Xinke Jiang; Xu Chu; Yuzhen Xiao; Chaohe Zhang; Hongxin Ding; Junfeng Zhao 001; Yasha Wang; Bing Xie (KDD, 2024)

A Bagging-SVM field-road trajectory classification model based on feature enhancement. - Weixin Zhai; Xiya Xiong; Guozhao Mo; Yuzhen Xiao; Caicong Wu; Zhi Xu; Jiawen Pan (Comput. Electron. Agric., 2024)

GAN-BiLSTM network for field-road classification on imbalanced GNSS recordings. - Weixin Zhai; Guozhao Mo; Yuzhen Xiao; Xiya Xiong; Caicong Wu; Xiaoqiang Zhang 004; Zhi Xu; Jiawen Pan (Comput. Electron. Agric., 2024)

KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models. - Ruizhe Zhang 013; Yongxin Xu; Yuzhen Xiao; Runchuan Zhu; Xinke Jiang; Xu Chu; Junfeng Zhao 001; Yasha Wang (AAAI, 2025)

Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning. - Yongxin Xu; Ruizhe Zhang 013; Xinke Jiang; Yujie Feng; Yuzhen Xiao; Xinyu Ma; Runchuan Zhu; Xu Chu; Junfeng Zhao 001; Yasha Wang (ACL (1), 2025)

EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models. - Yuzhen Xiao; Jiahe Song; Yongxin Xu; Ruizhe Zhang 013; Yiqi Xiao; Xin Lu; Runchuan Zhu; Bowen Jiang; Junfeng Zhao 001 (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)