Dynamic matrix recovery from incomplete observations under an exact low-rank constraint. - Liangbei Xu; Mark A. Davenport (NIPS, 2016)

Simultaneous recovery of a series of low-rank matrices by locally weighted matrix smoothing. - Liangbei Xu; Mark A. Davenport (CAMSAP, 2017)

Dynamic Knowledge Embedding and Tracing. - Liangbei Xu; Mark A. Davenport (EDM, 2020)

Dynamic low-Rank Matrix Recovery: Theory and Applications. - Liangbei Xu (2021)

Two-dimensional Sparse Parallelism for Large Scale Deep Learning Recommendation Model Training. - Xin Zhang; Quanyu Zhu; Liangbei Xu; Zain Huda; Wang Zhou; Jin Fang; Dennis van der Staay; Yuxi Hu; Jade Nie; Jiyan Yang; Chunzhi Yang (CoRR, 2025)