Changxi Chi

13 papers A* 4Journal 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges.
AAAI
Changxi Chi, Yufei Huang, Jun Xia, Jiangbin Zheng, Yunfan Liu, Zelin Zang, Stan Z. Li
2026 J jnl
Improving Diffusion Generalization with Weak-to-Strong Segmented Guidance.
CoRR
Liangyu Yuan, Yufei Huang, Mingkun Lei, Tong Zhao, Ruoyu Wang, Changxi Chi, Yiwei Wang, Chi Zhang
2026 J jnl
Refold: Refining Protein Inverse Folding with Efficient Structural Matching and Fusion.
CoRR
Yiran Zhu, Changxi Chi, Hongxin Xiang, Wenjie Du, Xiaoqi Wang, Jun Xia
2026 A* conf
VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention.
WWW
Jingbo Zhou, Jun Xia, Siyuan Li, Yunfan Liu, Wenjun Wang, Yufei Huang, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu, Stan Z. Li
2026 J jnl
VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention.
CoRR
Jingbo Zhou, Jun Xia, Siyuan Li, Yunfan Liu, Wenjun Wang, Yufei Huang, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu, Stan Z. Li
2026 J jnl
VitaMol: Lightweight molecular modality expansion in discrete space for multi-task transfer learning.
Pattern Recognit.
Yunfan Liu, Zhifeng Gao, Lirong Wu, Jingbo Zhou, Tongyue Xu, Cheng Tan, Yufei Huang, Changxi Chi, Chang Yu, Stan Z. Li
2025 J jnl
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges.
CoRR
Changxi Chi, Yufei Huang, Jun Xia, Jiangbin Zheng, Yunfan Liu, Zelin Zang, Stan Z. Li
2025 A* conf
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype.
IJCAI
Changxi Chi, Jun Xia, Jingbo Zhou, Jiabei Cheng, Chang Yu, Stan Z. Li
2025 J jnl
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype.
CoRR
Changxi Chi, Jun Xia, Jingbo Zhou, Jiabei Cheng, Chang Yu, Stan Z. Li
2025 A* conf
Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information.
CVPR
Hang Shi, Changxi Chi, Peng Wan, Daoqiang Zhang, Wei Shao
2025 J jnl
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation.
CoRR
Jiabei Cheng, Changxi Chi, Jingbo Zhou, Hongyi Xin, Jun Xia
2025 J jnl
Unlasting: Unpaired Single-Cell Multi-Perturbation Estimation by Dual Conditional Diffusion Implicit Bridges.
CoRR
Changxi Chi, Jun Xia, Yufei Huang, Jingbo Zhou, Siyuan Li, Yunfan Liu, Chang Yu, Stan Z. Li
2024 J jnl
Spatially Resolved Gene Expression Prediction from Histology via Multi-view Graph Contrastive Learning with HSIC-bottleneck Regularization.
CoRR
Changxi Chi, Hang Shi, Qi Zhu, Daoqiang Zhang, Wei Shao