Publications by authors named "Zhixiang Ren"

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Few-Shot Generalization to Novel Compounds in Single-Cell Drug Response via Graph-Infused Meta-Pretraining.
Shuang Ge, Yiming Ren, Huan Xu, Qiang Cheng, Shuqing Sun, Zhixiang Ren

IEEE Trans Comput Biol Bioinform· December 2025

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Amide Hydrochloride Molecules Enable Energy-Efficient Near-Infrared Perovskite LEDs.
Yaxin Wang, Bingbing Guo, Yaxiao Lian, Zhixiang Ren, Yichen Yang

ACS Nano· December 2025

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Electrically driven lasing from a dual-cavity perovskite device.
Chen Zou, Zhixiang Ren, Kangshuo Hui, Zixiang Wang, Yangning Fan

Nature· September 2025

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Enhancing Thermal Tolerance for Bright and Stable Near-Infrared Perovskite LEDs.
Zhaoyi Wang, Gan Zhang, Zhixiang Ren, Yichen Yang, Zixiang Wang

Adv Mater· August 2025

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A Unified Peptide Generative Framework via a Weakly Order-Dependent Autoregressive Language Model and Lifelong Learning.
Zhiwei Nie, Daixi Li, Yutian Liu, Fan Xu, Hongyu Zhang, Zhixiang Ren

J Chem Inf Model· August 2025

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Predicting protein stability changes upon mutations with dual-view ensemble learning from single sequence.
Zhiwei Nie, Yiming Ma, Yutian Liu, Xiansong Huang, Zhihong Liu, Zhixiang Ren

Brief Bioinform· July 2025

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Single-cell and spatial transcriptomics profile the interaction of macrophages and fibroblasts in non-small cell lung cancer.
Minqin Xiao, Yiqi Deng, Hang Guo, Zhixiang Ren, Yajiao He, Xia Ren

Transl Lung Cancer Res· July 2025

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Lead-Free Perovskite Light-Emitting Diodes.
Weidong Tang, Shengnan Liu, Gan Zhang, Zhixiang Ren, Zhe Liu

Adv Mater· June 2025

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A single-cell RNA-seq dataset of synovial fluid from rheumatoid arthritis treated with TNF-α/JAK inhibitor.
Chenjia He, Zhixiang Ren, Xuyang Xia, Zhinan Xue, Feng Zhang

Sci Data· June 2025

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Generative prediction of real-world prevalent SARS-CoV-2 mutation with in silico virus evolution.
Xudong Liu, Zhiwei Nie, Haorui Si, Xurui Shen, Yutian Liu, Zhixiang Ren

Brief Bioinform· May 2025

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D
Downscaling micro- and nano-perovskite LEDs.
Yaxiao Lian, Yaxin Wang, Yucai Yuan, Zhixiang Ren, Weidong Tang

Nature· April 2025

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Single cell immunoprofile of synovial fluid in rheumatoid arthritis with TNF/JAK inhibitor treatment.
Xuyang Xia, Chenjia He, Zhinan Xue, Yuelan Wang, Yun Qin, Zhixiang Ren

Nat Commun· March 2025

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Deep learning in single-cell and spatial transcriptomics data analysis: advances and challenges from a data science perspective.
Shuang Ge, Shuqing Sun, Huan Xu, Qiang Cheng, Zhixiang Ren

Brief Bioinform· March 2025

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Temperature Characterization of Perovskite LEDs by Electroluminescence.
Gan Zhang, Zhixiang Ren, Yucai Yuan, Shiyu Xing, Baodan Zhao

Nano Lett· January 2025

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Discovery of Bioactive Constituents for Colitis From Traditional Chinese Medicine Prescription via Deep Neural Network.
Zhixiang Ren, Yiming Ren, Pengfei Liu, Qi Shu, Huijuan Ma

IEEE Trans Comput Biol Bioinform· January 2025

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TCMM: A unified database for traditional Chinese medicine modernization and therapeutic innovations.
Zhixiang Ren, Yiming Ren, Zeting Li, Huan Xu

Comput Struct Biotechnol J· December 2024

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Comparison of totally robotic and totally laparoscopic gastrectomy for gastric cancer: a propensity score matching analysis.
Yi-Ming Zheng, Zi-Yan Luo, Zheng-Yan Li, Jia-Jia Liu, Zhi-Xiang Ren

Surg Endosc· August 2024

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Improved Molecular Packing of Self-Assembled Monolayer Charge Injectors for Perovskite Light-Emitting Diodes.
Huangyin Yu, Zhe Liu, Zhixiang Ren, Yichen Yang, Yangning Fan

J Phys Chem Lett· July 2024

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CELA-MFP: a contrast-enhanced and label-adaptive framework for multi-functional therapeutic peptides prediction.
Yitian Fang, Mingshuang Luo, Zhixiang Ren, Leyi Wei, Dong-Qing Wei

Brief Bioinform· May 2024

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Cytokine expression patterns: A single-cell RNA sequencing and machine learning based roadmap for cancer classification.
Zhixiang Ren, Yiming Ren, Pengfei Liu, Huan Xu

Comput Biol Chem· April 2024

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GIT-Mol: A multi-modal large language model for molecular science with graph, image, and text.
Pengfei Liu, Yiming Ren, Jun Tao, Zhixiang Ren

Comput Biol Med· March 2024

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Self-supervised learning on millions of primary RNA sequences from 72 vertebrates improves sequence-based RNA splicing prediction.
Ken Chen, Yue Zhou, Maolin Ding, Yu Wang, Zhixiang Ren

Brief Bioinform· March 2024

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Bright and Stable Red Perovskite LEDs under High Current Densities.
Zhixiang Ren, Bingbing Guo, Shengnan Liu, Yaxiao Lian, Yaxin Wang

ACS Appl Mater Interfaces· February 2024

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Characterization of the novel HLA-DRB1*16:76 allele in a Chinese individual.
Zhixiang Ren, Pei-Heng Li, Qing Hao, Heng Xu, Yun-Ying Shi

HLA· February 2024

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The novel HLA-A*11:01:124 allele was identified in a Chinese individual.
Qing Hao, Yuelan Wang, Zhixiang Ren, Heng Xu, Yan Zhang

HLA· January 2024

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