Research output per year
Research output per year
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Dive into the research topics where Xiaopeng Xu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An AI Agent for Fully Automated Multi-Omic Analyses
Zhou, J., Zhang, B., Li, G., Chen, X., Li, H., Xu, X., Chen, S., He, W., Xu, C., Liu, L. & Gao, X., Nov 26 2024, In: Advanced Science. 11, 44, 2407094.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
HELM-GPT: de novo macrocyclic peptide design using generative pre-trained transformer
Xu, X., Xu, C., He, W., Wei, L., Li, H., Zhou, J., Zhang, R., Wang, Y., Xiong, Y. & Gao, X., Jun 1 2024, In: Bioinformatics. 40, 6, btae364.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimization of binding affinities in chemical space with generative pre-trained transformer and deep reinforcement learning
Xu, X., Zhou, J., Zhu, C., Zhan, Q., Li, Z., Zhang, R., Wang, Y., Liao, X. & Gao, X., 2024, In: F1000Research. 12, 757.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI
Zhou, J., Zhou, L., Wang, D., Xu, X., Li, H., Chu, Y., Han, W. & Gao, X., Feb 2024, In: Computers in Biology and Medicine. 169, 107861.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
SANTO: a coarse-to-fine alignment and stitching method for spatial omics
Li, H., Lin, Y., He, W., Han, W., Xu, X., Xu, C., Gao, E., Zhao, H. & Gao, X., Dec 2024, In: Nature Communications. 15, 1, 6048.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
AB-Gen: Antibody Library Design with Generative Pre-trained Transformer and Deep Reinforcement Learning.
Xu, X., Xu, T., Zhou, J., Liao, X., Zhang, R., Wang, Y., Zhang, L. & Gao, X., Jun 24 2023, In: Genomics, Proteomics & Bioinformatics.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
Applications of deep learning in understanding gene regulation
Li, Z., Gao, E., Zhou, J., Han, W., Xu, X. & Gao, X., Jan 23 2023, In: Cell Reports Methods. 3, 1, 100384.Research output: Contribution to journal › Review article › peer-review
Open Access26 Scopus citations -
Repetitive DNA sequence detection and its role in the human genome
Liao, X., Zhu, W., Zhou, J., Li, H., Xu, X., Zhang, B. & Gao, X., Sep 19 2023, In: Communications Biology. 6, 1Research output: Contribution to journal › Article › peer-review
38 Scopus citations
Press/Media
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New Findings from Dalian University of Technology in the Area of Network Science and Engineering Reported (A Hybrid Multi-agent System Approach for Distributed Composite Convex Optimization Under Unbalanced Directed Graphs)
03/21/25
1 item of Media coverage
Press/Media: Press / Media
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Research on Science Detailed by Researchers at King Abdullah University of Science and Technology (KAUST) (SANTO: a coarse-to-fine alignment and stitching method for spatial omics)
Gao, X., Xu, X., Han, W. & Xu, C.
08/5/24
1 item of Media coverage
Press/Media: Press / Media
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King Abdullah University of Science and Technology (KAUST) Reports Findings in Life Sciences (Optimization of binding affinities in chemical space with generative pre-trained transformer and deep reinforcement learning)
Gao, X., Xu, X., Li, Z. & Zhou, J.
03/20/24
1 item of Media coverage
Press/Media: Press / Media
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Study Findings from King Abdullah University of Science and Technology (KAUST) Advance Knowledge in Life Sciences (Optimization of binding affinities in chemical space with generative pre-trained transformer and deep reinforcement learning ...)
Gao, X., Xu, X., Li, Z. & Zhou, J.
03/8/24
1 item of Media coverage
Press/Media: Press / Media
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Reports from King Abdullah University of Science and Technology (KAUST) Provide New Insights into CDC and FDA (Personalized and Privacy-preserving Federated Heterogeneous Medical Image Analysis With Pppml-hmi)
Gao, X., Han, W., Zhou, L., Wang, D., Zhou, J., Xu, X. & Chu, Y.
02/20/24
1 item of Media coverage
Press/Media: Press / Media
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Southern Power Grid Digital Grid Res Institute Applies for Patent on Superposed Signal Reconstruction Method and Device, Server and Storage Medium
01/19/24
1 item of Media coverage
Press/Media: Press / Media
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Shandong Inst Space Electronic Tech Seeks Patent for Software-Controlled FPGA (Field Programmable Gate Array)-Based Memory Data Fault Tolerance System and Method
07/3/23
1 item of Media coverage
Press/Media: Press / Media