Guanhua Chen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 71

Top Topics

Machine Translation

Signcryption Scheme

Convolutional Neural Networks

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Guanhua Chen, Wenhan Yu, Lei Sha
Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation. CoRR (2024)
Jifan Gao, Guanhua Chen, Ann P. O'Rourke, John R. Caskey, Kyle A. Carey, Madeline Oguss, Anne Stey, Dmitriy Dligach, Timothy A. Miller, Anoop M. Mayampurath, Matthew M. Churpek, Majid Afshar
Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Shuai Wang, ChiYung Yam, Shuguang Chen, LiHong Hu, Liping Li, Faan-Fung Hung, Jiaqi Fan, Chi-Ming Che, Guanhua Chen
Predictions of photophysical properties of phosphorescent platinum(II) complexes based on ensemble machine learning approach. J. Comput. Chem. 45 (6) (2024)
Yongliang Xu, Chunhua Jin, Wenyu Qin, Jie Zhao, Guanhua Chen, Fugeng Zeng
BDACD: Blockchain-based decentralized auditing supporting ciphertext deduplication. J. Syst. Archit. 147 (2024)
Chen Yang, Tongtong Liu, Guanhua Chen, Wenhui Li
ICSFF: Information Constraint on Self-Supervised Feature Fusion for Few-Shot Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hongru Wang, Boyang Xue, Baohang Zhou, Tianhua Zhang, Cunxiang Wang, Guanhua Chen, Huimin Wang, Kam-Fai Wong
Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions. CoRR (2024)
Jingyu Sun, Lixiang Li, Haipeng Peng, Guanhua Chen, Shengyu Liu
Sequence prediction with different dimensions based on two novel deep echo state network models. Trans. Inst. Meas. Control 46 (11) (2024)
Wanli Xing, Bo Pei, Shan Li, Guanhua Chen, Charles Xie
Using learning analytics to support students' engineering design: the angle of prediction. Interact. Learn. Environ. 31 (5) (2023)
Hanqing Wang, Yajing Luo, Boya Xiong, Guanhua Chen, Yun Chen
StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation. EMNLP (Findings) (2023)
Qiqi Xu, Guanhua Chen, Lan Shuai, Shi Pu, Hai Liu, Tianyong Hao
A Positive-Negative Dual-View Model for Knowledge Tracing. NCAA (2) (2023)
Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen
Multilingual Sentence Transformer as A Multilingual Word Aligner. CoRR (2023)
Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan
Evaluating Explanation Methods for Vision-and-Language Navigation. ECAI (2023)
Guanhua Chen, Qiqi Xu, Choujun Zhan, Fu Lee Wang, Kuanyan Zhu, Hai Liu, Tianyong Hao
A Triplet-Contrastive Representation Learning Strategy for Open Intent Detection. NCAA (2) (2023)
Zhiwei Chen, Chunhua Jin, Guanhua Chen, Ying Jin, Hui Zong
A heterogeneous online/offline signcryption scheme for Internet of Vehicles. Veh. Commun. 43 (2023)
Timothy Bergquist, Thomas Schaffter, Yao Yan, Thomas Yu, Justin Prosser, Jifan Gao, Guanhua Chen, Lukasz Charzewski, Zofia Nawalany, Ivan Brugere, Renata Retkute, Alidivinas Prusokas, Augustinas Prusokas, Yonghwa Choi, Sanghoon Lee, Junseok Choe, Inggeol Lee, Sunkyu Kim, Jaewoo Kang, Sean D. Mooney, Justin Guinney
Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Guanhua Chen, Runzhe Zhan, Derek F. Wong, Lidia S. Chao
Multi-Level Curriculum Learning for Multi-Turn Dialogue Generation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Juan Zheng, Wanli Xing, Xudong Huang, Shan Li, Guanhua Chen, Charles Xie
The role of self-regulated learning on science and design knowledge gains in engineering projects. Interact. Learn. Environ. 31 (1) (2023)
Hanqing Wang, Yajing Luo, Boya Xiong, Guanhua Chen, Yun Chen
StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation. CoRR (2023)
Guanhua Chen, Lu Hou, Yun Chen, Wenliang Dai, Lifeng Shang, Xin Jiang, Qun Liu, Jia Pan, Wenping Wang
mCLIP: Multilingual CLIP via Cross-lingual Transfer. ACL (1) (2023)
Jifan Gao, Shilu He, Junjie Hu, Guanhua Chen
A hybrid system to understand the relations between assessments and plans in progress notes. J. Biomed. Informatics 141 (2023)
Penghui Zhou, Chunhua Jin, Zhiwei Chen, Guanhua Chen, Lanfang Wang
An efficient heterogeneous signcryption scheme for internet of things. Pervasive Mob. Comput. 94 (2023)
Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen
TADIS: Steering Models for Deep-Thinking about Demonstration Examples. CoRR (2023)
Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan
Evaluating Explanation Methods for Vision-and-Language Navigation. CoRR (2023)
Shuai Wang, ChiYung Yam, Shuguang Chen, Lihong Hu, Liping Li, Faan-Fung Hung, Jiaqi Fan, Chi-Ming Che, Guanhua Chen
Predictions of photophysical properties of phosphorescent platinum(II) complexes based on ensemble machine learning approach. CoRR (2023)
Yong Wang, Shilin He, Guanhua Chen, Yun Chen, Daxin Jiang
XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation. EMNLP (2022)
Guanhua Chen, Xueqi Wang, Linlu Huang, Zexiang Li
The control and evaluation method of the cascaded buck-boost converter for equalization on battery strings. Int. J. Circuit Theory Appl. 50 (11) (2022)
Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. ACL (1) (2022)
Jay Jojo Cheng, Jared D. Huling, Guanhua Chen
Meta-analysis of individualized treatment rules via sign-coherency. CoRR (2022)
Wenze Li, Donghan Wang, Zirui Yang, Huijie Zhang, Li Hong Hu, Guanhua Chen
DeepNCI: DFT Noncovalent Interaction Correction with Transferable Multimodal Three-Dimensional Convolutional Neural Networks. J. Chem. Inf. Model. 62 (21) (2022)
Guanhua Chen, Xiaomao Li, Menggang Yu
Policy Learning for Optimal Individualized Dose Intervals. AISTATS (2022)
Xuguang Hu, Dazhong Ma, Qinfeng Song, Guanhua Chen, Rui Wang, Huaguang Zhang
Negative Pressure Wave-Based Method for Abnormal Signal Location in Energy Transportation System. IEEE Trans. Instrum. Meas. 71 (2022)
Ning Wei, Longzhi Wang, Guanhua Chen, Yirong Wu, Shunfa Sun, Peng Chen
Mixed-type data generation method based on generative adversarial networks. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Chunhua Jin, Chenhao Li, Wenyu Qin, Xiaobing Chen, Guanhua Chen
A Secure and Efficient Heterogeneous Signcryption Scheme for IIoT. FCS (2022)
Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen
Multilingual Sentence Transformer as A Multilingual Word Aligner. EMNLP (Findings) (2022)
Jay Jojo Cheng, Jared D. Huling, Guanhua Chen
Meta-analysis of individualized treatment rules via sign-coherency. ML4H@NeurIPS (2022)
David P. Azari, Brady L. Miller, Brian V. Le, Jacob A. Greenberg, Reginald C. Bruskewitz, Kristin L. Long, Guanhua Chen, Robert G. Radwin
A Comparison of Expert Ratings and Marker-Less Hand Tracking Along OSATS-Derived Motion Scales. IEEE Trans. Hum. Mach. Syst. 51 (1) (2021)
Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. CoRR (2021)
Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. EMNLP (1) (2021)
Chunhua Jin, Yongliang Xu, Guanhua Chen, Changhui Yu, Ying Jin, Jinsong Shan
EBIAC: Efficient biometric identity-based access control for wireless body area networks. J. Syst. Archit. 121 (2021)
Rui Chen, Jared D. Huling, Guanhua Chen, Menggang Yu
Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population. CoRR (2021)
Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. CoRR (2021)
Guanhua Chen, Yun Chen, Victor O. K. Li
Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance. AAAI (2021)
Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu
Accurate Word Alignment Induction from Neural Machine Translation. CoRR (2020)
Yan Yan, Wenya Li, Guanhua Chen, Wei Liu
An improved text classification method based on convolutional neural networks. CCRIS (2020)
Chunhua Jin, Ge Kan, Guanhua Chen, Changhui Yu, Chengjie Xu
Heterogeneous Deniable Authenticated Encryption Protocol. FCS (2020)
Xudong Huang, Wanli Xing, Henglv Zhao, Jie Chao, Corey Schimpf, Guanhua Chen, Charles Xie
Understanding Science Learning Through Writings on Engineering Design. ICLS (2020)
Juan Zheng, Wanli Xing, Gaoxia Zhu, Guanhua Chen, Henglv Zhao, Charles Xie
Profiling self-regulation behaviors in STEM learning of engineering design. Comput. Educ. 143 (2020)
Yun Chen, Yang Liu, Guanhua Chen, Xin Jiang, Qun Liu
Accurate Word Alignment Induction from Neural Machine Translation. EMNLP (1) (2020)
Weiwei Li, Huarong Xu, Guanhua Chen, Jianhong Qian, Xinping Wen
Research on Optimization of Intelligent Public Transportation Scheduling Based on Big Data. ICCPR (2020)
Shan Li, Hanxiang Du, Wanli Xing, Juan Zheng, Guanhua Chen, Charles Xie
Examining temporal dynamics of self-regulated learning behaviors in STEM learning: A network approach. Comput. Educ. 158 (2020)
Shan Li, Guanhua Chen, Wanli Xing, Juan Zheng, Charles Xie
Longitudinal clustering of students' self-regulated learning behaviors in engineering design. Comput. Educ. 153 (2020)
Guanhua Chen, Yun Chen, Yong Wang, Victor O. K. Li
Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation. IJCAI (2020)
Lixiang Li, Zihang Yang, Zhongkai Dang, Cui Meng, Jingze Huang, Hao Tian Meng, Deyu Wang, Guanhua Chen, Jiaxuan Zhang, Haipeng Peng
Propagation analysis and prediction of the COVID-19. CoRR (2020)
Guanhua Chen, Jianyang Zhao, Ying Jin, Quanyin Zhu, Chunhua Jin, Jinsong Shan, Hui Zong
Certificateless Deniable Authenticated Encryption for Location-Based Privacy Protection. IEEE Access 7 (2019)
Chunhua Jin, Guanhua Chen, Jianyang Zhao, Shangbing Gao, Changhui Yu
Identity-based Deniable Authenticated Encryption for E-voting Systems. KSII Trans. Internet Inf. Syst. 13 (6) (2019)
Wenze Li, Wei Miao, Jingxia Cui, Chao Fang, Shunting Su, Hongzhi Li, Li Hong Hu, Yinghua Lu, Guanhua Chen
Efficient Corrections for DFT Noncovalent Interactions Based on Ensemble Learning Models. J. Chem. Inf. Model. 59 (5) (2019)
Jingxia Cui, Wenze Li, Chao Fang, Shunting Su, Jiaoyang Luan, Ting Gao, Li Hong Hu, Yinghua Lu, Guanhua Chen
AdaBoost Ensemble Correction Models for TDDFT Calculated Absorption Energies. IEEE Access 7 (2019)
Chunhua Jin, Guanhua Chen, Changhui Yu, Jianyang Zhao, Ying Jin, Jinsong Shan
Heterogeneous deniable authentication and its application to e-voting systems. J. Inf. Secur. Appl. 47 (2019)
Chunhua Jin, Guanhua Chen, Changhui Yu, Jianyang Zhao
Heterogeneous Deniable Authentication for E-Voting Systems. FCS (2018)
Blaine E. Smith, Ji Shen, Shiyan Jiang, Guanhua Chen, Marie Hamaoui, Juan Torralba
Multimodal Reflection: Adolescents Remixing and Sharing their Experiences in an Informal STEM+L Academy. ICLS (2018)
Guanhua Chen, Ji Shen
Student Learning of Computational Thinking in A Robotics Curriculum: Transferrable Skills and Relevant Factors. ICLS (2018)
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Edward D. Siew, Michael E. Matheny
Calibration drift in regression and machine learning models for acute kidney injury. J. Am. Medical Informatics Assoc. 24 (6) (2017)
Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko, Hongzhe Li
A general framework for association analysis of microbial communities on a taxonomic tree. Bioinform. 33 (9) (2017)
Shannon Hsianghan-Huang Sung, Ji Shen, Shiyan Jiang, Guanhua Chen
Comparing the effects of dynamic computer visualization on undergraduate students' understanding of osmosis with randomized posttest-only control group design. Res. Pract. Technol. Enhanc. Learn. 12 (1) (2017)
Guanhua Chen, Ji Shen, Lauren Barth-Cohen, Shiyan Jiang, Xiaoting Huang, Moataz Eltoukhy
Assessing elementary students' computational thinking in everyday reasoning and robotics programming. Comput. Educ. 109 (2017)
Li Cao, Siukong Koo, Jian Sun, Guanhua Chen, Wenping Wang
Structure descriptor for surface passivation in the simulation of atomistic models. Sci. China Inf. Sci. 60 (3) (2017)
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
Calibration Drift Among Regression and Machine Learning Models for Hospital Mortality. AMIA (2017)
Jejo D. Koola, Aize Cao, Guanhua Chen, Amy Perkins, Samuel B. Ho, Sharon E. Davis, Michael E. Matheny
Machine Learning Models to Predict Readmission for Patients with Cirrhosis. AMIA (2017)
Sharon E. Davis, Thomas A. Lasko, Guanhua Chen, Michael E. Matheny
Calibration Drift of Clinical Prediction Models Across Modeling Methods. CRI (2016)
Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko
PERMANOVA-S: association test for microbial community composition that accommodates confounders and multiple distances. Bioinform. 32 (17) (2016)
Guanhua Chen, Yufeng Liu, Dinggang Shen, Michael R. Kosorok
Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Stat. Anal. Data Min. 9 (2) (2016)
Zhenyu Yin, Heng Tian, Guanhua Chen, Leon O. Chua
What are Memristor, Memcapacitor, and Meminductor? IEEE Trans. Circuits Syst. II Express Briefs (4) (2015)
Quan Chen, Jun Li, Chiyung Yam, Yu Zhang, Ngai Wong, Guanhua Chen
An approximate framework for quantum transport calculation with model order reduction. J. Comput. Phys. 286 (2015)
Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai, Kunqing Xie
representatives. Soft Comput. 15 (5) (2011)
Wenhao Huang, Zhengbin Dong, Nan Zhao, Hao Tian, Guojie Song, Guanhua Chen, Yun Jiang, Kunqing Xie
Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data. ADMA (1) (2010)
William S. Bush, Guanhua Chen, Eric Torstenson, Marylyn D. Ritchie
LD-Spline: Mapping SNPs on genotyping platforms to genomic regions using patterns of linkage disequilibrium. BioData Min. 2 (2009)
Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai
Mining Representative Subspace Clusters in High-dimensional Data. FSKD (1) (2009)
Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang, Meng Shuai
A Bipartite Graph Framework for Summarizing High-Dimensional Binary, Categorical and Numeric Data. SSDBM (2009)
Haifeng Hu, Xiuli Ma, Shiwei Tang, Guanhua Chen, Qisheng Zhao
MCC: Model-Based Continuous Clustering in Wireless Sensor Networks. FSKD (5) (2009)
Guanhua Chen, Xiuli Ma, Dongqing Yang, Shiwei Tang
Discovering the Skyline of Subspace Clusters in High-Dimensional Data. FSKD (2) (2008)
Meng Shuai, Kunqing Xie, Guanhua Chen, Xiuli Ma, Guojie Song
A Kalman Filter Based Approach for Outlier Detection in Sensor Networks. CSSE (4) (2008)
Guanhua Chen, David Grace, Tim C. Tozer
Evaluation of the effects of user antenna pointing error in multiple high-altitude platform systems. IET Commun. 1 (3) (2007)
Guanhua Chen, David Grace, Tim C. Tozer
Performance of Multiple High Altitude Platforms using Directive HAP and User Antennas. Wirel. Pers. Commun. 32 (3-4) (2005)
Yanfeng Sun, Xiujun Ma, Kunqing Xie, Guanhua Chen, Chen Liu, Chenyu Li, Zhuo Chen
A compensation mechanism in GIS Web service composition. IGARSS (2005)
Guanhua Chen, Kunqing Xie, Xiujun Ma, Yanfeng Sun, Yuanzhi Zhang, Lebin Sun
G-WSDL: a data-oriented approach to model GIS Web services. IGARSS (2005)
David Grace, John Thornton, Guanhua Chen, George P. White, Tim C. Tozer
Improving the system capacity of broadband services using multiple high-altitude platforms. IEEE Trans. Wirel. Commun. 4 (2) (2005)
Chen Liu, Xiujun Ma, Guanhua Chen, Yanfeng Sun, Xuebing Feng
A peer-to-peer architecture for dynamic executing GIS web service composition. IGARSS (2005)
Satoshi Yokojima, Guanhua Chen, Ruixue Xu, Yijing Yan
A dynamic mean field theory for dissipative interacting many-electron systems: Markovian formalism and its implementation. J. Comput. Chem. 24 (16) (2003)
David Grace, Guanhua Chen, George P. White, John Thornton, Tim C. Tozer
Improving the system capacity of mm-wave broadband services using multiple high altitude platforms. GLOBECOM (2003)