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Ruijun Chen
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Journal Articles
- 2023
- [j8]Ruijun Chen
, Jin Wang
, Liang-Chih Yu
, Xuejie Zhang
:
Decoupled variational autoencoder with interactive attention for affective text generation. Eng. Appl. Artif. Intell. 123(Part C): 106447 (2023) - 2021
- [j7]Ruijun Chen
, Yingqi Liu, Fei Zhou:
Turning Danger into Safety: The Origin, Research Context and Theoretical Framework of Organizational Resilience. IEEE Access 9: 48899-48913 (2021) - [j6]Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen
, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard:
Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study. J. Am. Medical Informatics Assoc. 28(1): 196 (2021) - [j5]Amanda J. Moy
, Jessica M. Schwartz
, Ruijun Chen
, Shirin Sadri, Eugene Lucas, Kenrick D. Cato, Sarah Collins Rossetti
:
Measurement of clinical documentation burden among physicians and nurses using electronic health records: a scoping review. J. Am. Medical Informatics Assoc. 28(5): 998-1008 (2021) - [j4]Victor Alfonso Rodriguez, Shreyas Bhave, Ruijun Chen
, Chao Pang, George Hripcsak, Soumitra Sengupta, Noemie Elhadad, Robert A. Green, Jason S. Adelman, Katherine Schlosser Metitiri, Pierre Elias, Holden Groves, Sumit Mohan
, Karthik Natarajan
, Adler J. Perotte:
Development and validation of prediction models for mechanical ventilation, renal replacement therapy, and readmission in COVID-19 patients. J. Am. Medical Informatics Assoc. 28(7): 1480-1488 (2021) - [j3]Anna Ostropolets
, Philip Zachariah, Patrick B. Ryan, Ruijun Chen
, George Hripcsak:
Data Consult Service: Can we use observational data to address immediate clinical needs? J. Am. Medical Informatics Assoc. 28(10): 2139-2146 (2021) - 2020
- [j2]Martijn J. Schuemie
, Patrick B. Ryan, Nicole Pratt
, Ruijun Chen
, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard:
Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study. J. Am. Medical Informatics Assoc. 27(8): 1268-1277 (2020) - [j1]Martijn J. Schuemie
, Patrick B. Ryan, Nicole Pratt
, Ruijun Chen
, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard:
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND). J. Am. Medical Informatics Assoc. 27(8): 1331-1337 (2020)
Conference and Workshop Papers
- 2023
- [c17]Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang:
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. AAAI 2023: 12653-12661 - 2022
- [c16]Jianhua Lv, Haibo Li, Wei Chen, Ruijun Chen:
Research on Intelligent Recognition Method for Electrical Equipment and Meter. CAIBDA 2022: 1-4 - 2021
- [c15]Yunda Wang, Gang Zhang, Ruijun Chen, Zhigang Liu, Ruichang Qiu:
Analysis of digital twin application of urban rail power supply system for energy saving. DTPI 2021: 29-32 - [c14]Chao Pang, Xinzhuo Jiang, Krishna S. Kalluri, Matthew E. Spotnitz, Ruijun Chen, Adler J. Perotte, Karthik Natarajan:
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks. ML4H@NeurIPS 2021: 239-260 - [c13]Ruijun Chen, Jin Wang
, Xuejie Zhang:
Variational Autoencoder with Interactive Attention for Affective Text Generation. NLPCC (2) 2021: 111-123 - [c12]Ruijun Chen, Jin Wang, Xuejie Zhang:
YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection. SemEval@ACL/IJCNLP 2021: 841-845 - 2020
- [c11]Ruijun Chen, Amelia J. Averitt, Oliver J. Bear Don't Walk IV, Shreyas Bhave, Lisa Grossman Liu, Elliot G. Mitchell, Victor Alfonso Rodriguez, Phyllis Thangaraj, Tony Y. Sun:
The CLinically Explainable Actionable Risk (CLEAR) Model. AMIA 2020 - [c10]Ruijun Chen, Martijn J. Schuemie, Marc A. Suchard, Anna Ostropolets, Linying Zhang, Patrick B. Ryan, George Hripcsak:
Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research. AMIA 2020 - [c9]Chao Pang, Ruijun Chen, Harry Reyes Nieva, Krishna Kalluri, Tony Sun, Xinzhuo Jiang, Victor Alfonso Rodriguez, Patrick B. Ryan, Karthik Natarajan:
Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases. AMIA 2020 - [c8]Victor Alfonso Rodriguez, Tony Sun, Phyllis Thangaraj, Chao Pang, Krishna Kalluri, Xinzhuo Jiang, Karthik Natarajan, Patrick B. Ryan, Anna Ostropolets, Ruijun Chen:
Phenotype Concept Set Construction from Concept Pair Likelihoods. AMIA 2020 - [c7]Linying Zhang, Yixin Wang, Anna Ostropolets, Ruijun Chen, David M. Blei, George Hripcsak:
The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal Measures. AMIA 2020 - [c6]Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang:
A Data-driven Human Responsibility Management System. IEEE BigData 2020: 5834-5838 - 2019
- [c5]Heng Du, Zhen Li, Ruijun Chen, Zhuo Yin, Zhe Fu, Qiang Zhang, Xiao Xiao, Ming Luo, Feng Bao:
Dynamic Time Warping and Spectral Clustering Based Fault Detection and Diagnosis of Railway Point Machines. ITSC 2019: 595-600 - [c4]Junguo Sun, Xiao Xiao, Ming Luo, Feng Bao, Nan Cao, Ruijun Chen:
Dynamic Dwell Time Determination and Optimization based on Motion Detection Algorithm. ITSC 2019: 858-862 - [c3]Rimma Belenkaya
, Michael J. Gurley, Dmitry Dymshyts, Sonia Araujo, Andrew E. Williams, Ruijun Chen
, Christian G. Reich:
Standardized Observational Cancer Research Using the OMOP CDM Oncology Module. MedInfo 2019: 1831-1832 - 2018
- [c2]Rimma Belenkaya, Walter S. Campbell, Ruijun Chen, Michael J. Gurley, Stanley M. Huff, Gurvaneet Randhawa, Christian G. Reich, Mitra Rocca:
Data Standardization in Cancer: Challenges and Opportunities. AMIA 2018 - [c1]Ruijun Chen, Patrick B. Ryan, Karthik Natarajan, Thomas Falconer, Christian G. Reich, Rohit Vashisht, Nigam Shah, George Hripcsak:
Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network. AMIA 2018
Informal and Other Publications
- 2024
- [i8]Longguang Zhong, Fanqi Wan, Ruijun Chen, Xiaojun Quan, Liangzhi Li:
BlockPruner: Fine-grained Pruning for Large Language Models. CoRR abs/2406.10594 (2024) - [i7]Ruijun Chen, Jiehao Liang, Shiping Gao, Fanqi Wan, Xiaojun Quan:
Self-Evolution Fine-Tuning for Policy Optimization. CoRR abs/2406.10813 (2024) - 2023
- [i6]Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang:
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. CoRR abs/2301.04871 (2023) - [i5]Will E. Thompson, David M. Vidmar, Jessica K. De Freitas, John M. Pfeifer, Brandon K. Fornwalt, Ruijun Chen, Gabriel Altay, Kabir Manghnani, Andrew C. Nelsen, Kellie Morland, Martin C. Stumpe, Riccardo Miotto:
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping. CoRR abs/2312.06457 (2023) - 2021
- [i4]Ruijun Chen, Jiong Qiu, Xuejiao Tang:
Responsibility Management through Responsibility Networks. CoRR abs/2102.07246 (2021) - [i3]Xin Huang, Xuejiao Tang, Wenbin Zhang, Shichao Pei, Ji Zhang, Wensheng Gan, Mingli Zhang, Zhen Liu, Ruijun Chen, Yiyi Huang:
A Generic Knowledge Based Medical Diagnosis Expert System. CoRR abs/2110.04439 (2021) - [i2]Chao Pang, Xinzhuo Jiang, Krishna S. Kalluri, Matthew E. Spotnitz, Ruijun Chen, Adler J. Perotte, Karthik Natarajan:
CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks. CoRR abs/2111.08585 (2021) - 2020
- [i1]Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang:
A Data-driven Human Responsibility Management System. CoRR abs/2012.03190 (2020)
Coauthor Index
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