Spatially Resolved Gene Expression Prediction from Histology via Multi-view Graph Contrastive Learning with HSIC-bottleneck Regularization. - Changxi Chi; Hang Shi; Qi Zhu 001; Daoqiang Zhang; Wei Shao 005 (CoRR, 2024)

Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information. - Hang Shi; Changxi Chi; Peng Wan 004; Daoqiang Zhang; Wei Shao 005 (CVPR, 2025)

GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype. - Changxi Chi; Jun Xia 001; Jingbo Zhou; Jiabei Cheng; Chang Yu 001; Stan Z. Li (CoRR, 2025)

Unlasting: Unpaired Single-Cell Multi-Perturbation Estimation by Dual Conditional Diffusion Implicit Bridges. - Changxi Chi; Jun Xia 001; Yufei Huang 002; Jingbo Zhou; Siyuan Li 002; Yunfan Liu 002; Chang Yu 001; Stan Z. Li (CoRR, 2025)