Fault decoupling in hydraulic systems: A large language model-assisted dual-stream multi-task learning approach.

Guocai Chen

Yanglie Zhan Taisheng He Yong Zhang Guocai Chen Fuhai Zhang Guijun Ma Fault decoupling in hydraulic systems: A large language model-assisted dual-stream multi-task learning approach. 2026 133056 677 Neurocomputing https://doi.org/10.1016/j.neucom.2026.133056 db/journals/ijon/ijon677.html#ZhanHZCZM26 streams/journals/ijon

Guocai Chen Xin Sui How do CEOs' general managerial skills affect firms' digital transformation? The contingent roles of performance feedback and financial slack. 2025 1492-1513 38 J. Enterp. Inf. Manag. 5 https://doi.org/10.1108/jeim-10-2024-0598 db/journals/jeim/jeim38.html#ChenS25 streams/journals/jeim

Avisha Das Chiamaka S. Diala Guocai Chen Zhao Li Rongbin Li Omer Anjum W. Jim Zheng Efficient Training Corpus Retrieval for Large Language Model Fine Tuning: A Case Study in Cancer. 1251-1255 2025 MedInfo https://doi.org/10.3233/SHTI251039 conf/medinfo/2025 db/conf/medinfo/medinfo2025.html#DasDCLLAZ25

Guocai Chen Juan Camilo Ramírez Nan Deng Xing Qiu Canglin Wu W. Jim Zheng Hulin Wu Restructured GEO: restructuring Gene Expression Omnibus metadata for genome dynamics analysis. bay145 2019 2019 Database J. Biol. Databases Curation https://doi.org/10.1093/database/bay145 https://www.wikidata.org/entity/Q61447695 db/journals/biodb/biodb2019.html#ChenRDQWZW19

Guocai Chen Yuxi Jia Lisha Zhu Ping Li Lin Zhang Cui Tao W. Jim Zheng Gene fingerprint model for literature based detection of the associations among complex diseases: a case study of COPD. 20:1-20:9 2019 19-S BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-019-0738-7 https://www.wikidata.org/entity/Q61804807 db/journals/midm/midm19S.html#ChenJZLZTZ19

Guocai Chen Xiaoqian Jiang Wenjin Zheng Feature Compression for Predicting Effective Drug Combination. 58-62 2019 SEPDA@ISWC https://ceur-ws.org/Vol-2427/SEPDA_2019_paper_2.pdf conf/semweb/2019sepda db/conf/semweb/sepda2019.html#ChenJZ19

Guocai Chen Alex Tsoi Hua Xu 0001 W. Jim Zheng Predict effective drug combination by deep belief network and ontology fingerprints. 149-154 2018 85 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2018.07.024 https://www.wikidata.org/entity/Q62494958 db/journals/jbi/jbi85.html#ChenTXZ18

W. Jim Zheng Guocai Chen Lam C. Tsoi Tingting Qin Chia-Hua Chang Geoffrey Bartholomeusz Hua Xu 0001 Developing Combination Cancer Therapy from Ontology Fingerprint Derived Gene Network. 2016 CRI http://knowledge.amia.org/amia-59309-cri2016-1.3011827/t004-1.3012641/f004-1.3012642/a131-1.3012648/a133-1.3012643 conf/cri/2016 db/conf/cri/cri2016.html#ZhengCTQCBX16

Guocai Chen Jieyi Zhao Trevor Cohen Cui Tao Jingchun Sun Hua Xu 0001 Elmer V. Bernstam Andrew Lawson Jia Zeng Amber M. Johnson Vijaykumar Holla Ann M. Bailey Humberto Lara-Guerra Beate Litzenburger Funda Meric-Bernstam W. Jim Zheng Using Ontology Fingerprints to disambiguate gene name entities in the biomedical literature. 2015 2015 Database J. Biol. Databases Curation https://doi.org/10.1093/database/bav034 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4390608/ https://www.wikidata.org/entity/Q28649991 db/journals/biodb/biodb2015.html#ChenZCTSXBLZJHB15

Guocai Chen Michael J. Cairelli Halil Kilicoglu Dongwook Shin Thomas C. Rindflesch Augmenting Microarray Data with Literature-Based Knowledge to Enhance Gene Regulatory Network Inference. 2014 10 PLoS Comput. Biol. 6 https://doi.org/10.1371/journal.pcbi.1003666 https://www.wikidata.org/entity/Q30830622 db/journals/ploscb/ploscb10.html#ChenCKSR14

Guocai Chen Jieyi Zhao Trevor Cohen Cui Tao Jingchun Sun Hua Xu 0001 Elmer V. Bernstam Jia Zeng Amber M. Johnson Vijaykumar Holla Ann Balley Funda Meric-Bernstam W. Jim Zheng Using Ontology Fingerprints to Disambiguate Gene Name Entities in the Biomedical Literature. 66 2014 ICBO https://ceur-ws.org/Vol-1327/icbo2014_paper_22.pdf conf/icbo/2014 db/conf/icbo/icbo2014.html#ChenZCTSXBZJHBM14 Guocai Chen Gene classification to improve inferencing of gene regulatory networks. 2013 AMIA https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-06-1.582200/f-006-1.582201/a-069-1.583745/a-070-1.583742 conf/amia/2013 db/conf/amia/amia2013.html#Chen13

Guocai Chen Jim Warren 0001 Patricia Riddle Semantic Space models for classification of consumer webpages on metadata attributes. 725-735 2010 43 J. Biomed. Informatics 5 https://doi.org/10.1016/j.jbi.2010.06.005 https://www.wikidata.org/entity/Q38372215 db/journals/jbi/jbi43.html#ChenWR10

Guocai Chen Jim Warren Tao Yang 0019 Vojislav Kecman Adaptive K-Local Hyperplane (AKLH) Classifiers on Semantic Spaces to Determine Health Consumer Webpage Metadata. 287-289 2008 CBMS https://doi.org/10.1109/CBMS.2008.84 https://doi.ieeecomputersociety.org/10.1109/CBMS.2008.84 https://www.wikidata.org/entity/Q57687256 conf/cbms/2008 db/conf/cbms/cbms2008.html#ChenWYK08 Guocai Chen Jim Warren Robert McArthur Peter Bruza Debbie Kralik Kay Price Understanding Individual Experiences of Chronic Illness with Semantic Space Models of Electronic Discussions. 548-553 2007 conf/cbms/2007 CBMS https://doi.org/10.1109/CBMS.2007.118 https://doi.ieeecomputersociety.org/10.1109/CBMS.2007.118 https://www.wikidata.org/entity/Q57687332 db/conf/cbms/cbms2007.html#ChenWMBKP07 Omer Anjum Ann M. Bailey Ann Balley Geoffrey Bartholomeusz Elmer V. Bernstam Peter Bruza Michael J. Cairelli Chia-Hua Chang Trevor Cohen Avisha Das Nan Deng Chiamaka S. Diala Taisheng He Vijaykumar Holla Yuxi Jia Xiaoqian Jiang Amber M. Johnson Vojislav Kecman Halil Kilicoglu Debbie Kralik Humberto Lara-Guerra Andrew Lawson Ping Li Rongbin Li Zhao Li Beate Litzenburger Guijun Ma Robert McArthur Funda Meric-Bernstam Kay Price Tingting Qin Xing Qiu Juan Camilo Ramírez Patricia J. RiddlePatricia Riddle Thomas C. Rindflesch Dongwook Shin Xin Sui Jingchun Sun Cui Tao Alex Tsoi Lam C. Tsoi James R. WarrenJim Warren 0001 Jim Warren Canglin Wu Hulin Wu Hua Xu 0001 Tao Yang 0019 Jia Zeng Yanglie Zhan Fuhai Zhang Lin Zhang Yong Zhang Jieyi Zhao W. Jim Zheng Wenjin Zheng Lisha Zhu