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马

马剑竹 (Jianzhu Ma)

Tsinghua University

34H指数
203论文数
6.5K被引数
收录论文 33
发表时间
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Dango: Predicting higher-order genetic interactionsDango：预测高阶遗传相互作用
errCell Systems
IF7.7
err2026-04-24
err0
PREAI
errRuochi Zhang; Mihir Bafna; Jianzhu Ma; Jian Ma
err分享
err收藏
Author Correction: Peptide design through binding interface mimicry with PepMimic作者更正：通过PepMimic进行结合界面模拟的肽设计
errNature Biomedical Engineering
IF26.6
err2025-10-27
err0
errOAAI
errXiangzhe Kong; Rui Jiao; Haowei Lin; Ruihan Guo; Wenbing Huang; Wei-Ying Ma; Zihua Wang; Yang Liu; Jianzhu Ma
err分享
err收藏
A neural symbolic model for space physics空间物理学领域的神经符号模型
errNature Machine Intelligence
IF23.9
err2025-10-15
err0
PREAI
errJie Ying; Haowei Lin; Chao Yue; Yajie Chen; Chao Xiao; Quanqi Shi; Yitao Liang; Shing-Tung Yau; Yuan Zhou; Jianzhu Ma
err分享
err收藏
LiteAT: A Data-Lightweight and User-Adaptive VR Telepresence System for Remote EducationLiteAT: 一种轻量级数据且用户自适应的VR远程教育系统
errIEEE Transactions on Visualization and Computer Graphics
IF6.5
err2025-10-03
err0
PREAI
errYuxin Shen; Wei Liang; Jianzhu Ma
err分享
err收藏
Peptide design through binding interface mimicry with PepMimic通过PepMimic进行基于结合界面模拟的肽设计
errNature Biomedical Engineering
IF26.6
err2025-10-01
err0
PREAI
errXiangzhe Kong; Rui Jiao; Haowei Lin; Ruihan Guo; Wenbing Huang; Wei-Ying Ma; Zihua Wang; Yang Liu; Jianzhu Ma
err分享
err收藏
Escaping the Drug-Bias Trap: Using Debiasing Design to Improve Interpretability and Generalization of Drug-Target Interaction Prediction逃离药物偏差陷阱：利用去偏差设计来改进药物-靶点相互作用预测的可解释性和泛化性
errieee acm transactions on computational biology and bioinformatics
IF0
err2025-07-01
err0
errOAAI
errPeidong Zhang; Jianzhu Ma; Ting Chen
err分享
err收藏
Pisces: A multi-modal data augmentation approach for drug combination synergy prediction鱼类：一种多模态数据增强方法用于药物组合协同作用预测
errCell Genomics
IF9
err2025-06-03
err0
errOAAI
errHanwen Xu; Jiacheng Lin; Addie Woicik; Zixuan Liu; Jianzhu Ma; Sheng Zhang; Hoifung Poon; Liewei Wang; Sheng Wang
err分享
err收藏
Integrating scRNA-seq and scATAC-seq with inter-type attention heterogeneous graph neural networks整合单细胞RNA测序和单细胞ATAC测序与异构图神经网络中的异构注意力机制
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-01-12
err0
errOAAI
errCai, Lingsheng; Ma, Xiuli; Ma, Jianzhu
err分享
err收藏
Large-scale foundation model on single-cell transcriptomics单细胞转录组学的大规模基础模型
errNATURE METHODS
IF32.1
err2024-06-06
err27
PREAI
errHao, Minsheng; Gong, Jing; Zeng, Xin; Liu, Chiming; Guo, Yucheng; Cheng, Xingyi; Wang, Taifeng; Ma, Jianzhu; Zhang, Xuegong; Song, Le
err分享
err收藏
Scientific Computing with Diffractive Optical Neural Networks衍射光学神经网络的科学计算
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2023-10-08
err2
errOAAI
errChen, Ruiyang; Tang, Yingheng; Ma, Jianzhu; Gao, Weilu
err分享
err收藏
Extrapolating heterogeneous time-series gene expression data using Sagittarius
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-06-22
err1
errOAAI
errWoicik, Addie; Zhang, Mingxin; Chan, Janelle; Ma, Jianzhu; Wang, Sheng
err分享
err收藏
Characterizing the interaction conformation between T-cell receptors and epitopes with deep learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-03-27
err15
PREAI
errPeng, Xingang; Lei, Yipin; Feng, Peiyuan; Jia, Lemei; Ma, Jianzhu; Zhao, Dan; Zeng, Jianyang
err分享
err收藏
Device-System End-to-End Design of Photonic Neuromorphic Processor Using Reinforcement Learning
errLASER & PHOTONICS REVIEWS
IF10
err2022-12-01
err2
errOAAI
errTang, Yingheng; Zamani, Princess Tara; Chen, Ruiyang; Ma, Jianzhu; Qi, Minghao; Yu, Cunxi; Gao, Weilu
err分享
err收藏
Boosting single-cell gene regulatory network reconstruction via bulk-cell transcriptomic data通过大量细胞转录组数据促进单细胞基因调控网络重建
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-09-07
err4
PREAI
errShu, Hantao; Ding, Fan; Zhou, Jingtian; Xue, Yexiang; Zhao, Dan; Zeng, Jianyang; Ma, Jianzhu
err分享
err收藏
Single-cell multiomics analysis reveals regulatory programs in clear cell renal cell carcinoma单细胞多组学分析揭示了透明细胞肾细胞癌的调控程序
errCELL DISCOVERY
IF12.5
err2022-07-19
err48
errOAAI
errLong, Zhilin; Sun, Chengfang; Tang, Min; Wang, Yin; Ma, Jiayan; Yu, Jichuan; Wei, Jingchao; Ma, Jianzhu; Wang, Bohan; Xie, Qi; Wen, Jiaming
err分享
err收藏
MobilePrune: Neural Network Compression via l0 Sparse Group Lasso on the Mobile System
errSENSORS
IF3.5
err2022-05-27
err2
errOAAI
errShao, Yubo; Zhao, Kaikai; Cao, Zhiwen; Peng, Zhehao; Peng, Xingang; Li, Pan; Wang, Yijie; Ma, Jianzhu
err分享
err收藏
Physics-informed recurrent neural network for time dynamics in optical resonances用于光学共振中时间动力学的物理通知递归神经网络
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2022-03-28
err17
errOAAI
errTang, Yingheng; Fan, Jichao; Li, Xinwei; Ma, Jianzhu; Qi, Minghao; Yu, Cunxi; Gao, Weilu
err分享
err收藏
Quantifying the spatial homogeneity of urban road networks via graph neural networks
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-03-23
err48
PREAI
errXue, Jiawei; Jiang, Nan; Liang, Senwei; Pang, Qiyuan; Yabe, Takahiro; Ukkusuri, Satish, V; Ma, Jianzhu
err分享
err收藏
Deep learning guided optimization of human antibody against SARS-CoV-2 variants with broad neutralization以深度学习为指导的具有广泛中和作用的抗SARS-CoV-2变体人源抗体的优化
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-03-01
err59
errOAAI
errShan, Sisi; Luo, Shitong; Yang, Ziqing; Hong, Junxian; Su, Yufeng; Ding, Fan; Fu, Lili; Li, Chenyu; Chen, Peng; Ma, Jianzhu; Shi, Xuanling; Zhang, Qi; Berger, Bonnie; Zhang, Linqi; Peng, Jian
err分享
err收藏
ParsVNN: parsimony visible neural networks for uncovering cancer-specific and drug-sensitive genes and pathways
errgenomics proteomics bioinformatics
IF2.8
err2021-10-27
err15
errOAAI
errHuang, Xiaoqing; Huang, Kun; Johnson, Travis; Radovich, Milan; Zhang, Jie; Ma, Jianzhu; Wang, Yijie
err分享
err收藏

研究方向

人工智能、系统生物学、生物制药、智慧医疗Nature Science Cell及子刊生物论文单细胞多组学分析透明细胞肾细胞癌调控程序细胞结构多尺度制图蛋白质图像与相互作用融合基因调控网络建模药物反应预测药物协同作用预测表观遗传学跨生物上下文的药物响应预测模型Nature Cancer 2020数据驱动生物本体可见机器学习在生物医学中的应用Cell 2018 co-first authorTyping tumorssomatic evolution深度学习细胞层次结构与功能建模Nature Methods 2018近期人工智能会议及期刊论文抗原特异性抗体设计扩散生成模型优化元强化学习基于偏好的快速适应神经网络压缩COVID-19预测社会感知分析生物序列设计分子采样蛋白质口袋分子连接器设计点集分析等变学习神经能量最小化用于分子构象优化Neural PredictingHigher-order PatternsTemporal NetworksSpatial Homogeneity of Urban Road Networks基于结构的药物设计三维生成模型受限结构生成线性收敛智能手机认证蛋白质序列比对图神经网络图结构优化因果机器学习因果推理深度神经网络
合作学者
合作期刊
J
Joseph R. Ecker
H 指数: 168 · 论文数: 536
M
Michael Diamond
H 指数: 160 · 论文数: 1.5K
T
Terrence J. Sejnowski
H 指数: 153 · 论文数: 993
X
Xiaoqing Huang
H 指数: 112 · 论文数: 528
E
Elaine A. Ostrander
H 指数: 109 · 论文数: 650
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