MI

A Multi-modal Diffusion Model with Dual-Cross-Attention for Multi-Omics Data Generation and Translation

Erpai Luo, Lei Wei, Minsheng Hao, Xuegong Zhang^†, Qiao Liu^†. Nature Communication 2026. (in press)

Erpai Luo, Qiao Liu, Minsheng Hao, Lei Wei, Xuegong Zhang

A Multi-modal Diffusion Model with Dual-Cross-Attention for Multi-Omics Data Generation and Translation

EpiGePT: a pretrained transformer-basedlanguage model for context-specific humanepigenomics

Zijing Gao*, Qiao Liu*,^†, Wanwen Zeng, Rui Jiang^†, Wing Hung Wong^†. Genome Biology, 2024.

Zijing Gao, Qiao Liu, Wanwen Zeng, Rui Jiang, Wing Hung Wong

EpiGePT: a pretrained transformer-basedlanguage model for context-specific humanepigenomics

Simultaneous deep generative modelling and clustering of single-cell genomic data

Qiao Liu, Shengquan Chen, Rui Jiang, Wing Hung Wong. Nature Machine Intelligence, 2021.

Qiao Liu, Shengquan Chen, Rui Jiang, Wing Hung Wong

Simultaneous deep generative modelling and clustering of single-cell genomic data

DeepCDR: a hybrid graph convolutional network for predicting cancer drug response

Qiao Liu, Zhiqiang Hu, Rui Jiang, Mu Zhou. ECCB Proceedings/Bioinformatics, 2020

Qiao Liu, Zhiqiang Hu, Rui Jiang, Mu Zhou

DeepCDR: a hybrid graph convolutional network for predicting cancer drug response