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Yicheng Gao

Tongji University

7H-index
24Paper Count
277Citation Count
Published Papers 12
Publication Date
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Reinforcement learning-based design of sequential drug treatment targeting the evolving tumour landscape with SequenTx
errNature Machine Intelligence
IF23.9
err2026-03-04
err0
PREAI
errXiaohan Chen; Yue Deng; Xingbo Yang; Ying Zhang; Yuting Huang; Shuxian Li; Hong Yang; Qiongyu Shi; Siqi Wu; Shaoqi Chen; Xuan Jin; Feiyang Xing; Chen Zhang; Yicheng Gao; Degang Yang; Guohui Chuai; Jian Ding; Xun Huang; Qi Liu
errShare
errSave
Benchmarking algorithms for generalizable single-cell perturbation response prediction
errNature Methods
IF32.1
err2025-12-11
err0
PREAI
errZhiting Wei; Yiheng Wang; Yicheng Gao; Shuguang Wang; Ping Li; Duanmiao Si; Yuli Gao; Siqi Wu; Danlu Li; Kejing Dong; Xingbo Yang; Chen Tang; Shaliu Fu; Xiaohan Chen; Wannian Li; Yuzhou You; Chen Zhang; Aibin Liang; Guohui Chuai; Qi Liu
errShare
errSave
Benchmarking multi-slice integration and downstream applications in spatial transcriptomics data analysis
errGenome Biology
IF9.4
err2025-10-03
err0
errOAAI
errKejing Dong; Yicheng Gao; Qi Zou; Yan Cui; Chuangyi Han; Senlin Lin; Zhikang Wang; Chen Tang; Xiaojie Cheng; Fangliangzi Meng; Xiaohan Chen; Shuguang Wang; Xuan Jin; Jingya Yang; Chen Zhang; Guohui Chuai; Zhiyuan Yuan; Qi Liu
errShare
errSave
Weakly supervised peptide-TCR binding prediction facilitates neoantigen identification
errCell Systems
IF7.7
err2025-09-22
err0
PREAI
errYuli Gao; Yicheng Gao; Siqi Wu; Danlu Li; Chi Zhou; Fangliangzi Meng; Kejing Dong; Xueying Zhao; Ping Li; Aibin Liang; Qi Liu
errShare
errSave
Causal disentanglement for single-cell representations and controllable counterfactual generation
errNature Communications
IF15.7
err2025-07-23
err0
errOAAI
errYicheng Gao; Kejing Dong; Caihua Shan; Dongsheng Li; Qi Liu
errShare
errSave
PerturBase: a comprehensive database for single-cell perturbation data analysis and visualization
errNUCLEIC ACIDS RESEARCH
IF13.1
err2024-10-08
err0
errOAAI
errWei, Zhiting; Si, Duanmiao; Duan, Bin; Gao, Yicheng; Yu, Qian; Zhang, Zhenbo; Guo, Ling; Liu, Qi
errShare
errSave
Toward subtask-decomposition-based learning and benchmarking for predicting genetic perturbation outcomes and beyond
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-09-27
err1
PREAI
errGao, Yicheng; Wei, Zhiting; Dong, Kejing; Chen, Ke; Yang, Jingya; Chuai, Guohui; Liu, Qi
errShare
errSave
Delineating cell types with transcriptional kinetics
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-09-20
err0
PREAI
errGao, Yicheng; Liu, Qi
errShare
errSave
Unified cross-modality integration and analysis of T cell receptors and T cell transcriptomes by low-resource-aware representation learning
errCELL GENOMICS
IF9
err2024-05-01
err2
errOAAI
errGao, Yicheng; Dong, Kejing; Gao, Yuli; Jin, Xuan; Yang, Jingya; Yan, Gang; Liu, Qi
errShare
errSave
Reply to: The pitfalls of negative data bias for the T-cell epitope specificity challenge
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-10-05
err2
errOAAI
errGao, Yicheng; Gao, Yuli; Dong, Kejing; Wu, Siqi; Liu, Qi
errShare
errSave
Pan-Peptide Meta Learning for T-cell receptor-antigen binding recognition
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-03-06
err52
errOAAI
errGao, Yicheng; Gao, Yuli; Fan, Yuxiao; Zhu, Chengyu; Wei, Zhiting; Zhou, Chi; Chuai, Guohui; Chen, Qinchang; Zhang, He; Liu, Qi
errShare
errSave
Integrating multiple references for single-cell assignment
errNUCLEIC ACIDS RESEARCH
IF13.1
err2021-05-25
err12
errOAAI
errDuan, Bin; Chen, Shaoqi; Chen, Xiaohan; Zhu, Chenyu; Tang, Chen; Wang, Shuguang; Gao, Yicheng; Fu, Shaliu; Liu, Qi
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gang Yan
H-index: 46 · Papers: 331
K
Ke Chen
H-index: 44 · Papers: 293
张
张赫 (He Zhang)
H-index: 42 · Papers: 180
刘琦 cover
刘琦 (Qi Liu)
H-index: 41 · Papers: 257
D
Dongsheng Li
H-index: 31 · Papers: 309
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