Chi, Changxi

6 publications

ICLR 2026 Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation Changxi Chi, Jun Xia, Yufei Huang, Zhuoli Ouyang, Cheng Tan, Yunfan Liu, Jingbo Zhou, Chang Yu, Liangyu Yuan, Siyuan Li, Zelin Zang, Stan Z. Li

ICLR 2026 SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design Yunfan Liu, Lirong Wu, Zhifeng Gao, Yufei Huang, Cheng Tan, Haitao Lin, Zicheng Liu, Changxi Chi, Chang Yu, Stan Z. Li

ICLR 2026 SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral Yufei Huang, Liangyu Yuan, Changxi Chi, Yunfan Liu, Cheng Tan, Siyuan Li, Jingbo Zhou, Haitao Lin, Chang Yu, Stan Z. Li

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

CVPR 2025 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, Daoqiang Zhang, Wei Shao

NeurIPS 2025 PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation Jiabei Cheng, Changxi Chi, Jingbo Zhou, Hongyi Xin, Jun Xia