Invariant and Sufficient Supervised Representation Learning. - Junyu Zhu; Xu Liao; Changshi Li; Yuling Jiao; Jin Liu 011; Xiliang Lu (IJCNN, 2023)

Selecting Effective Triplet Contrastive Loss for Domain Alignment. - Changshi Li; Jerry Zhijian Yang (ICIC (3), 2024)

An error analysis for deep binary classification with sigmoid loss. - Changshi Li; Yuling Jiao; Jerry Zhijian Yang (Inf. Sci., 2024)

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 UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation. - Peiyu Wang; Yi Peng; Yimeng Gan; Liang Hu; Tianyidan Xie; Xiaokun Wang; Yichen Wei; Chuanxin Tang; Bo Zhu; Changshi Li; Hongyang Wei; Eric Li; et al. (CoRR, 2025)