Xiao Luo - RankMe

89 papers A 2B 12C 9Misc 8Journal 29Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph attention network with comorbidity connectivity embedding for post-traumatic epilepsy risk prediction using sparse time-series electronic health records. Int. J. Medical Informatics Priyadharsini Ramamurthy, Zheng Han, Dursun Delen, Zhuqi Miao, Andrew Gin, Xiao Luo, William Paiva
2026	J	`jnl`	LongDocRank: graph-augmented large language models for unsupervised keyphrase extraction from long documents. J. Big Data Haoran Ding, Xiao Luo
2025	—	`conf`	A Computational Framework for Tailored Preventive Care Recommendations Using Electronic Health Records. MedInfo Xiao Luo, Jess Zeleke, Rachel Kate Puckett, Ian Sears, Susan Storey
2025	J	`jnl`	Assessing the Effectiveness of Automatic Speech Recognition Technology in Emergency Medicine Settings: a Comparative Study of Four AI-Powered Engines. J. Heal. Informatics Res. Xiao Luo, Le Zhou, Kathleen Adelgais, Zhan Zhang
2025	J	`jnl`	Assessment and Integration of Large Language Models for Automated Electronic Health Record Documentation in Emergency Medical Services. J. Medical Syst. Enze Bai, Xiao Luo, Zhan Zhang, Kathleen Adelgais, Humaira Ali, Jack Finkelstein, Jared Kutzin
2025	J	`jnl`	Enhancing prehospital decision-making: exploring user needs and design considerations for clinical decision support systems. BMC Medical Informatics Decis. Mak. Enze Bai, Zhan Zhang, Yincao Xu, Xiao Luo, Kathleen Adelgais
2025	—	`conf`	Lab-Ai: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical Medicine. ICHI Xiaoyu Wang, Haoyong Ouyang, Balu Bhasuran, Xiao Luo, Karim Hanna, Mia Liza A. Lustria, Zhe He
2025	—	`conf`	Lower Extremity Bypass Surveillance and Peak Systolic Velocities Value Prediction Using Recurrent Neural Networks. MedInfo Xiao Luo, Fattah Muhammad Tahabi, Dave M. Rollins, Alan P. Sawchuk
2024	J	`jnl`	Assessing Personalized AI Mentoring with Large Language Models in the Computing Field. CoRR Xiao Luo, Sean O'Connell, Shamima Mithun
2024	J	`jnl`	Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. J. Netw. Syst. Manag. Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood
2024	J	`jnl`	Integrating data-driven and knowledge-driven approaches to analyze clinical notes with structured data for sarcopenia detection. Health Informatics J. Xiao Luo, Haoran Ding, Stuart J. Warden, Ranjani N. Moorthi, Erik Imel
2024	J	`jnl`	Lab-AI - Retrieval-Augmented Language Model for Personalized Lab Test Interpretation in Clinical Medicine. CoRR Xiaoyu Wang, Haoyong Ouyang, Balu Bhasuran, Xiao Luo, Karim Hanna, Mia Liza A. Lustria, Zhe He
2024	J	`jnl`	Large language models and unsupervised feature learning: implications for log analysis. Ann. des Télécommunications Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood
2024	J	`jnl`	Zero-shot learning to extract assessment criteria and medical services from the preventive healthcare guidelines using large language models. J. Am. Medical Informatics Assoc. Xiao Luo, Fattah Muhammad Tahabi, Tressica Marc, Laura Ann Haunert, Susan Storey
2023	J	`jnl`	ASPER: Attention-based approach to extract syntactic patterns denoting semantic relations in sentential context. Nat. Lang. Process. J. Md. Ahsanul Kabir, Tyler Phillips, Xiao Luo, Mohammad Al Hasan
2023	J	`jnl`	Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. CoRR Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood
2023	A	`conf`	Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains. INTERSPEECH Jinjin Cai, Sudip Vhaduri, Xiao Luo
2023	Misc	`conf`	DynamicG2B: Dynamic Node Classification with Layered Graph Neural Networks and BiLSTM. FLAIRS Fattah Muhammad Tahabi, Xiao Luo
2023	—	`conf`	Improving Perceptions of Underrepresented Students towards Computing Majors through Mentoring. ITiCSE (1) Shamima Mithun, Xiao Luo
2023	Misc	`conf`	Patient-GAT: Sarcopenia Prediction using Multi-modal Data Fusion and Weighted Graph Attention Networks. SAC Cary Xiao, Nam Pham, Erik Imel, Xiao Luo
2023	J	`jnl`	Social Recommendation through Heterogeneous Graph Modeling of the Long-term and Short-term Preference Defined by Dynamic Periods. CoRR Behafarid Mohammad Jafari, Xiao Luo, Ali Jafari
2023	Misc	`conf`	SymptomGraph: Identifying Symptom Clusters from Narrative Clinical Notes using Graph Clustering. SAC Fattah Muhammad Tahabi, Susan Storey, Xiao Luo
2023	Misc	`conf`	Unsupervised Keyword Extraction for Hashtag Recommendation in Social Media. FLAIRS Behafarid Mohammad Jafari, Xiao Luo, Ali Jafari
2023	B	`conf`	Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model. IEEE Big Data Neel Bhate, Ansh Mittal, Zhe He, Xiao Luo
2023	J	`jnl`	Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model. CoRR Neel Bhate, Ansh Mittal, Zhe He, Xiao Luo
2022	J	`jnl`	A Deep Language Model for Symptom Extraction From Clinical Text and its Application to Extract COVID-19 Symptoms From Social Media. IEEE J. Biomed. Health Informatics Xiao Luo, Priyanka Gandhi, Susan Storey, Kun Huang
2022	—	`conf`	AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction. AACL/IJCNLP (1) Haoran Ding, Xiao Luo
2022	J	`jnl`	Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data. BMC Bioinform. Wei Shao, Xiao Luo, Zuoyi Zhang, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Vishal Bali, Anna R. Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Paul Richard Dexter, Kun Huang
2022	J	`jnl`	Attention-based Unsupervised Keyphrase Extraction and Phrase Graph for COVID-19 Medical Literature Retrieval. ACM Trans. Comput. Heal. Haoran Ding, Xiao Luo
2022	—	`conf`	Flexible and scalable annotation tool to develop scene understanding datasets. HILDA@SIGMOD Md. Fazle Elahi Khan, Renran Tian, Xiao Luo
2022	—	`conf`	Hands-Free Electronic Documentation in Emergency Care Work Through Smart Glasses. iConference (2) Zhan Zhang, Xiao Luo, Richard Harris, Susanna George, Jack Finkelstein
2022	—	`conf`	InAction: Interpretable Action Decision Making for Autonomous Driving. ECCV (38) Taotao Jing, Haifeng Xia, Renran Tian, Haoran Ding, Xiao Luo, Joshua E. Domeyer, Rini Sherony, Zhengming Ding
2022	J	`jnl`	Informative Causality Extraction from Medical Literature via Dependency-Tree-Based Patterns. J. Heal. Informatics Res. Md. Ahsanul Kabir, Aljohara Almulhim, Xiao Luo, Mohammad Al Hasan
2022	J	`jnl`	Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns. CoRR Md. Ahsanul Kabir, Aljohara Almulhim, Xiao Luo, Mohammad Al Hasan
2022	C	`conf`	Learning Management System Analytics to Examine the Behavior of Students in High Enrollment STEM Courses During the Transition to Online Instruction. FIE Rob Elliott, Xiao Luo
2022	—	`conf`	ReferEmo: A Referential Quasi-multimodal Model for Multilabel Emotion Classification. DEXA (1) Alvar Esperanca, Xiao Luo
2021	J	`jnl`	A Computational Framework to Analyze the Associations Between Symptoms and Cancer Patient Attributes Post Chemotherapy Using EHR Data. IEEE J. Biomed. Health Informatics Xiao Luo, Priyanka Gandhi, Susan Storey, Zuoyi Zhang, Zhi Han, Kun Huang
2021	—	`conf`	A Novel Adaptation of Information Extraction Algorithm to Process Natural Text Descriptions of Pedestrian Encounters. ITSC Md. Fazle Elahi Khan, Jithesh Gugan Sreeram, Xiao Luo, Renran Tian
2021	J	`jnl`	ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context. CoRR Md. Ahsanul Kabir, Tyler Phillips, Xiao Luo, Mohammad Al Hasan
2021	J	`jnl`	Analyzing the symptoms in colorectal and breast cancer patients with or without type 2 diabetes using EHR data. Health Informatics J. Xiao Luo, Susan Storey, Priyanka Gandhi, Zuoyi Zhang, Megan Metzger, Kun Huang
2021	J	`jnl`	Applying interpretable deep learning models to identify chronic cough patients using EHR data. Comput. Methods Programs Biomed. Xiao Luo, Priyanka Gandhi, Zuoyi Zhang, Wei Shao, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Vishal Bali, Anna R. Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Paul Richard Dexter, Kun Huang
2021	—	`conf`	AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions. EMNLP (1) Haoran Ding, Xiao Luo
2021	B	`conf`	Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models. DaWaK Jithesh Gugan Sreeram, Xiao Luo, Renran Tian
2021	—	`conf`	DeepNote-GNN: predicting hospital readmission using clinical notes and patient network. BCB Sara Nouri Golmaei, Xiao Luo
2021	C	`conf`	Evaluating Factors for Effective Flipped Classroom Instruction in an Advanced Data Management Course. FIE Shamima Mithun, Morgan Vickery, Xiao Luo
2021	J	`jnl`	HeteroGraphRec: A heterogeneous graph-based neural networks for social recommendations. Knowl. Based Syst. Amirreza Salamat, Xiao Luo, Ali Jafari
2021	J	`jnl`	Modelling and visualising SSH brute force attack behaviours through a hybrid learning framework. Int. J. Inf. Comput. Secur. Xiao Luo, Chengchao Yao, Nur Zincir-Heywood
2021	—	`conf`	Neural Topic Modeling to Understand Breast Cancer Peer-to-peer Online Information Seeking at Diagnosis. BHI Xiao Luo, Sahil Kumar, Natalie Lambert
2021	—	`conf`	Pregnancy-Related Information Seeking in Online Health Communities: A Qualitative Study. iConference (2) Yu Lu, Zhan Zhang, Katherine Min, Xiao Luo, Zhe He
2020	—	`conf`	A Framework for Modeling Knowledge Graphs via Processing Natural Descriptions of Vehicle-Pedestrian Interactions. HCI (47) Md. Fazle Elahi Khan, Xiao Luo, Renran Tian
2020	—	`conf`	Attention Mechanism with BERT for Content Annotation and Categorization of Pregnancy-Related Questions on a Community Q&A Site. BIBM Xiao Luo, Haoran Ding, Matthew Tang, Priyanka Gandhi, Zhan Zhang, Zhe He
2020	B	`conf`	BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks. IJCNN Amirreza Salamat, Xiao Luo, Ali Jafari
2020	C	`conf`	Demonstrating the Impact of International Collaborative Disciplinary Experiences on Student Global, International, and Intercultural Competencies. FIE Rob Elliott, Xiao Luo
2020	C	`conf`	Design and Evaluate the Factors for Flipped Classrooms for Data Management Courses. FIE Shamima Mithun, Xiao Luo
2020	Misc	`conf`	Retrieving Lab Test Related Questions from Social Q&A Sites by Combining Shallow Features and Deep Representations. AMIA Yu Lu, Xiao Luo, Zhan Zhang, Haoran Ding, Zhe He
2020	—	`conf`	Unsupervised Learning for Network Flow Based Anomaly Detection in the Era of Deep Learning. BigDataService Md. Ahsanul Kabir, Xiao Luo
2019	—	`conf`	A Data-Driven Network Intrusion Detection Model Based on Host Clustering and Integrated Learning: A Case Study on Botnet Detection. SpaCCS Lena Ara, Xiao Luo
2019	—	`conf`	Automate the Peripheral Arterial Disease Prediction in Lower Extremity Arterial Doppler Study using Machine Learning and Neural Networks. BCB Lena Ara, Xiao Luo, Alan P. Sawchuk, Dave M. Rollins
2019	—	`conf`	Identifying Symptom Clusters in Breast Cancer and Colorectal Cancer Patients using EHR Data. BCB Priyanka Gandhi, Xiao Luo, Susan Storey, Zuoyi Zhang, Zhi Han, Kun Huang
2019	C	`conf`	Incorporate Cross-Course Knowledge Integration into Computing Education. FIE Shamima Mithun, Xiao Luo
2019	C	`conf`	Integrated Education of Data Analytics and Information Security through Cross-Curricular Activities. FIE Xiao Luo, Connie Justice, Brandon Herald Sorge
2019	—	`conf`	Modeling Vehicle-Pedestrian Encountering Risks in the Natural Driving Environment Using Machine Learning Algorithms. HCI (16) Priyanka Gandhi, Xiao Luo, Renran Tian
2019	J	`jnl`	Neural networks for mining the associations between diseases and symptoms in clinical notes. Health Inf. Sci. Syst. Setu Shah, Xiao Luo, Saravanan Kanakasabai, Ricardo Tuason, Gregory Klopper
2019	J	`jnl`	Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT. CoRR Matthew Tang, Priyanka Gandhi, Md. Ahsanul Kabir, Christopher Zou, Jordyn Blakey, Xiao Luo
2018	J	`jnl`	Biomedical Document Clustering and Visualization based on the Concepts of Diseases. CoRR Setu Shah, Xiao Luo
2018	—	`conf`	Comparison of deep learning based concept representations for biomedical document clustering. BHI Setu Shah, Xiao Luo
2018	—	`conf`	County-level geographic distributions of diabetes in relation to multiple factors in the united states. BHI Gulzhahan Oraz, Xiao Luo
2018	—	`conf`	Evading Deep Neural Network and Random Forest Classifiers by Generating Adversarial Samples. FPS Erick Eduardo Bernal Martinez, Bella Oh, Feng Li, Xiao Luo
2018	—	`conf`	Identify the Maximal Cluster of Hosts Based on Data Fusion and Machine Learning Algorithms for Intrusion Detection. BigDataSecurity/HPSC/IDS Lena Ara, Xiao Luo
2018	Misc	`conf`	Improve Integrated Learning in Computer Information Technology through Cross-Curricular Instruction? SIGITE Xiao Luo, Connie Justice
2018	Misc	`conf`	Improving the Global, International and Intercultural (GII) Competencies of IT Students via Integrated Collaboration During Study Abroad. SIGITE Rob Elliott, Xiao Luo
2018	—	`conf`	Incorporating Syntactic Dependencies into Semantic Word Vector Model for Medical Text Processing. BIBM Maia Iyer, Christopher Zou, Xiao Luo
2017	B	`conf`	Analyzing the Correlations between the Uninsured and Diabetes Prevalence Rates in Geographic Regions in the United States. CHASE Xiao Luo
2017	B	`conf`	Are Recent Terrorism Trends Reflected in Social Media? MASS Ivana Terziyska, Setu Shah, Xiao Luo
2017	—	`conf`	Data analytics for modeling and visualizing attack behaviors: A case study on SSH brute force attacks. SSCI Chengchao Yao, Xiao Luo, Nur Zincir-Heywood
2017	B	`conf`	Exploring a service-based normal behaviour profiling system for botnet detection. IM Weikeng Chen, Xiao Luo, Nur Zincir-Heywood
2017	C	`conf`	Exploring diseases based biomedical document clustering and visualization using self-organizing maps. Healthcom Setu Shah, Xiao Luo
2017	C	`conf`	Extracting Modifiable Risk Factors from Narrative Preventive Healthcare Guidelines for EHR Integration. BIBE Setu Shah, Xiao Luo
2017	B	`conf`	Investigation of malicious portable executable file detection on the network using supervised learning techniques. IM Rushabh Vyas, Xiao Luo, Nichole McFarland, Connie Justice
2015	B	`conf`	Predictive Analysis on Tracking Emails for Targeted Marketing. Discovery Science Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant, Janith Peduruge
2007	—	`conf`	Incorporating Temporal Information for Document Classification. ICDE Workshops Xiao Luo, Nur Zincir-Heywood
2006	B	`conf`	Evolving Recurrent Linear-GP for Document Classification and Word Tracking. IEEE Congress on Evolutionary Computation Xiao Luo, Nur Zincir-Heywood
2005	—	`conf`	Comparing Dimension Reduction Techniques for Document Clustering. Canadian AI Bin Tang, Michael A. Shepherd, Malcolm I. Heywood, Xiao Luo
2005	B	`conf`	Comparison of a SOM based sequence analysis system and naive Bayesian classifier for spam filtering. IJCNN Xiao Luo, Nur Zincir-Heywood
2005	C	`conf`	Evaluation of Two Systems on Multi-class Multi-label Document Classification. ISMIS Xiao Luo, Nur Zincir-Heywood
2005	A	`conf`	Evolving recurrent models using linear GP. GECCO Xiao Luo, Malcolm I. Heywood, Nur Zincir-Heywood
2004	B	`conf`	Analyzing the Temporal Sequences for Text Categorization. KES Xiao Luo, Nur Zincir-Heywood
2004	Misc	`conf`	Capturing Temporal Sequences for Text Representation Using Hierarchical SOMs. IC-AI Xiao Luo, Nur Zincir-Heywood
2003	B	`conf`	A comparison of SOM based document categorization systems. IJCNN Xiao Luo, Ayse Nur Zincir-Heywood