QM
Qingqing Mao
Machine learningcs.CLmachine learningCOVID-19Machine LearningPredictionAlgorithmapplied behavior analysiscs.AIcs.LG
On Valency
published · living versionsW_8ctawbxj·v1 · currentpublished
The Eleventh and Twelfth Data Releases of the Sloan Digital Sky Survey: Final Data from SDSS-III
with Shadab Alam, Franco D. Albareti, Carlos Allende Prieto, F. Anders +269
1 version
W_6zw574ka·v2published
Preprints & journals
55 papers in the corpus · 2012–2026GroundGUI: GUI Grounding by High-Quality Data and Distillation-to-Reinforcement Learning2610.19100v1 · Qingsong Xie, Jiahao Tian, Jiacheng Tang et al.2026 · 0 citationsarXiv
Autocata: Reaction-network-guided autonomous catalyst screening via capability-centric AI2609.39060v1 · Ruili Li, Rui Qi, Qingqing Mao et al.2026 · 0 citationsarXiv
Train What You Deploy: Closing the MLP Reachability Gap in Low-Rank Clone Distillation2609.02006v1 · Wenhui Chen, Zhifeng Li, Jie Zhou et al.2026 · 0 citationsarXiv
Reconstruction: A Blind Benchmark for Recovering Research Ideas from Pre-Publication Bibliographies2608.16645v3 · Shaolong Chen, Yanlin Fei, Nazhou Liu et al.2026 · 0 citationsarXiv
How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks2608.14905v3 · Yanlin Fei, Nazhou Liu, Xinmiao Yu et al.2026 · 0 citationsarXiv
Application-driven pedagogical knowledge optimization of open-source LLMs via reinforcement learning and supervised fine-tuning.42459769 · Singh, Navan Preet, Wang, Xiaokun, Garikipati, Anurag et al.2026 · 0 citationsFrontiers in artificial intelligence. 2026;9:1851993
Reaction-Network-Level Discovery of Ammonia Synthesis Catalysts via Ten-Million-Scale Generative Exploration2606.22926v2 · Ruili Li, Rui Qi, Shuoqi Zhang et al.2026 · 0 citationsarXivon Valency
CLaaS: Continual learning as a service for sample efficient online learning2606.05559v1 · Kion Fallah, Silen Naihin, Barak Widawsky et al.2026 · 0 citationsarXiv
Interpretability-Guided Layer Selection over Subspace Projection: SAEs as Stethoscopes, Not Scalpels, for Raw Task Vector Model Editing2605.28649v1 · Li Lei, Madalina Ciobanu, Qingqing Mao et al.2026 · 0 citationsarXiv
Generative intelligence explores the chemical space of ten million catalysts.42181064 · Li, Ruili, Zhang, Shuoqi, Tang, Qingli et al.2026 · 2 citationsChemical science. 2026;17(26):12996-13006
State-of-the-Art Arabic Language Modeling with Sparse MoE Fine-Tuning and Chain-of-Thought Distillation2604.06421v1 · Navan Preet Singh, Anurag Garikipati, Ahmed Abulkhair et al.2026 · 0 citationsarXiv
Quality of life in a family-centric applied behavior analysis model: A case series study.40768521 · Ciobanu, Madalina, Barnes, Gina, Castell, Natalie J et al.2025 · 1 citationPloS one. 2025;20(8):e0329939
Parent-Led Applied Behavior Analysis to Impact Clinical Outcomes for Individuals on the Autism Spectrum: Retrospective Chart Review.39476396 · Garikipati, Anurag, Ciobanu, Madalina, Singh, Navan Preet et al.2024 · 3 citationsJMIR pediatrics and parenting. 2024;7:e62878
OpenMedLM: prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models.38898116 · Maharjan, Jenish, Garikipati, Anurag, Singh, Navan Preet et al.2024 · 111 citationsScientific reports. 2024;14(1):14156
Family-Centric Applied Behavior Analysis Promotes Sustained Treatment Utilization and Attainment of Patient Goals.39011193 · Adelson, Robert P, Ciobanu, Madalina, Garikipati, Anurag et al.2026 · 1 citationCureus. 2024;16(6):e62377
Machine Learning Approach with Harmonized Multinational Datasets for Enhanced Prediction of Hypothyroidism in Patients with Type 2 Diabetes.38893680 · Adelson, Robert P, Garikipati, Anurag, Zhou, Yunfan et al.2024 · 4 citationsDiagnostics (Basel, Switzerland). 2024;14(11)
Family-Centric Applied Behavior Analysis Facilitates Improved Treatment Utilization and Outcomes.38673682 · Adelson, Robert P, Ciobanu, Madalina, Garikipati, Anurag et al.2024 · 9 citationsJournal of clinical medicine. 2024;13(8)
Machine Learning Approach for Improved Longitudinal Prediction of Progression from Mild Cognitive Impairment to Alzheimer's Disease.38201322 · Adelson, Robert P, Garikipati, Anurag, Maharjan, Jenish et al.2024 · 23 citationsDiagnostics (Basel, Switzerland). 2023;14(1)
Machine Learning Differentiation of Autism Spectrum Sub-Classifications.37751097 · Thapa, R, Garikipati, A, Ciobanu, M et al.2024 · 24 citationsJournal of autism and developmental disorders. 2024;54(11):4216-4231
Clinical Outcomes of a Hybrid Model Approach to Applied Behavioral Analysis Treatment.36998917 · Garikipati, Anurag, Ciobanu, Madalina, Singh, Navan Preet et al.2023 · 5 citationsCureus. 2023;15(3):e36727
Machine learning determination of applied behavioral analysis treatment plan type.36862316 · Maharjan, Jenish, Garikipati, Anurag, Dinenno, Frank A et al.2023 · 20 citationsBrain informatics. 2023;10(1):7
Machine learning early prediction of respiratory syncytial virus in pediatric hospitalized patients.35989982 · Tso, Chak Foon, Lam, Carson, Calvert, Jacob et al.2022 · 21 citationsFrontiers in pediatrics. 2022;10:886212
Early prediction of prostate cancer risk in younger men using polygenic risk scores and electronic health records.35751453 · Varma, Amita, Maharjan, Jenish, Garikipati, Anurag et al.2023 · 9 citationsCancer medicine. 2023;12(1):379-386
Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study.35704370 · Lam, Carson, Thapa, Rahul, Maharjan, Jenish et al.2022 · 24 citationsJMIR medical informatics. 2022;10(6):e36202
Massive external validation of a machine learning algorithm to predict pulmonary embolism in hospitalized patients.35679633 · Shen, Jieru, Casie Chetty, Satish, Shokouhi, Sepideh et al.2022 · 18 citationsThrombosis research. 2022;216:14-21
Predicting Falls in Long-term Care Facilities: Machine Learning Study.35363146 · Thapa, Rahul, Garikipati, Anurag, Shokouhi, Sepideh et al.2022 · 49 citationsJMIR aging. 2022;5(2):e35373
Machine learning to predict progression of non-alcoholic fatty liver to non-alcoholic steatohepatitis or fibrosis.35355667 · Ghandian, Sina, Thapa, Rahul, Garikipati, Anurag et al.2024 · 27 citationsJGH open : an open access journal of gastroenterology and hepatology. 2022;6(3):196-204
Enriching the Study Population for Ischemic Stroke Therapeutic Trials Using a Machine Learning Algorithm.35145468 · Maharjan, Jenish, Ektefaie, Yasha, Ryan, Logan et al.2022 · 7 citationsFrontiers in neurology. 2021;12:784250
A comparative analysis of machine learning approaches to predict C. difficile infection in hospitalized patients.35067382 · Panchavati, Saarang, Zelin, Nicole S, Garikipati, Anurag et al.2022 · 15 citationsAmerican journal of infection control. 2022;50(3):250-257
Predicting pulmonary embolism among hospitalized patients with machine learning algorithms.35506114 · Ryan, Logan, Maharjan, Jenish, Mataraso, Samson et al.2022 · 42 citationsPulmonary circulation. 2022;12(1):e12013
Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus.35046014 · Allen, Angier, Iqbal, Zohora, Green-Saxena, Abigail et al.2022 · 80 citationsBMJ open diabetes research & care. 2022;10(1)
Optimal discharge of patients from intensive care via a data-driven policy learning framework2112.09315v1 · Fernando Lejarza, Jacob Calvert, Misty M Attwood et al.2021 · 4 citationsarXiv
Early prediction of severe acute pancreatitis using machine learning.34690046 · Thapa, Rahul, Iqbal, Zohora, Garikipati, Anurag et al.2022 · 62 citationsPancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]. 2022;22(1):43-50
Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study.34398784 · Lam, Carson, Tso, Chak Foon, Green-Saxena, Abigail et al.2021 · 20 citationsJMIR formative research. 2021;5(9):e28028
Early prediction of central line associated bloodstream infection using machine learning.34428529 · Rahmani, Keyvan, Garikipati, Anurag, Barnes, Gina et al.2022 · 42 citationsAmerican journal of infection control. 2022;50(4):440-445
Personalized stratification of hospitalization risk amidst COVID-19: A machine learning approach.34367900 · Lam, Carson, Calvert, Jacob, Siefkas, Anna et al.2024 · 14 citationsHealth policy and technology. 2021;10(3):100554
Application of deep learning to identify COVID-19 infection in posteroanterior chest X-rays.34425544 · Maharjan, Jenish, Calvert, Jacob, Pellegrini, Emily et al.2021 · 6 citationsClinical imaging. 2021;80:268-273
Predicting ventilator-associated pneumonia with machine learning.34115013 · Giang, Christine, Calvert, Jacob, Rahmani, Keyvan et al.2021 · 50 citationsMedicine. 2021;100(23):e26246
Correlation of Population SARS-CoV-2 Cycle Threshold Values to Local Disease Dynamics: Exploratory Observational Study.33999831 · Tso, Chak Foon, Garikipati, Anurag, Green-Saxena, Abigail et al.2021 · 30 citationsJMIR public health and surveillance. 2021;7(6):e28265
Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data.33789700 · Radhachandran, Ashwath, Garikipati, Anurag, Zelin, Nicole S et al.2021 · 20 citationsBioData mining. 2021;14(1):23
Machine Learning as a Precision-Medicine Approach to Prescribing COVID-19 Pharmacotherapy with Remdesivir or Corticosteroids.33865643 · Lam, Carson, Siefkas, Anna, Zelin, Nicole S et al.2021 · 25 citationsClinical therapeutics. 2021;43(5):871-885
COVID-19 Evidence Accelerator: A parallel analysis to describe the use of Hydroxychloroquine with or without Azithromycin among hospitalized COVID-19 patients.33730088 · Stewart, Mark, Rodriguez-Watson, Carla, Albayrak, Adem et al.2021 · 12 citationsPloS one. 2021;16(3):e0248128
A Machine Learning Approach for Predicting Early Phase Postoperative Hypertension in Patients Undergoing Carotid Endarterectomy.32653616 · Tan, Jinyun, Wang, Qi, Shi, Weihao et al.2021 · 13 citationsAnnals of vascular surgery. 2021;71:121-131
Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU.29374661 · Mao, Qingqing, Jay, Melissa, Hoffman, Jana L et al.2018 · 336 citationsBMJ open. 2018;8(1):e017833
Pediatric Severe Sepsis Prediction Using Machine Learning10.1101/223289v1 · Desautels, T., Hoffman, J., Barton, C. et al.2017 · 116 citationsbioRxiv
Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting.28638239 · Desautels, Thomas, Calvert, Jacob, Hoffman, Jana et al.2022 · 52 citationsBiomedical informatics insights. 2017;9:1178222617712994
Using electronic health record collected clinical variables to predict medical intensive care unit mortality.27699003 · Calvert, Jacob, Mao, Qingqing, Hoffman, Jana L et al.2024 · 77 citationsAnnals of medicine and surgery (2012). 2016;11:52-57
The lensing and temperature imprints of voids on the Cosmic Microwave Background1609.00301v2 · Yan-Chuan Cai, Mark Neyrinck, Qingqing Mao et al.2016 · 67 citationsarXiv
A computational approach to mortality prediction of alcohol use disorder inpatients.27253619 · Calvert, Jacob, Mao, Qingqing, Rogers, Angela J et al.2017 · 16 citationsComputers in biology and medicine. 2016;75:74-9
High-performance detection and early prediction of septic shock for alcohol-use disorder patients.27489621 · Calvert, Jacob, Desautels, Thomas, Chettipally, Uli et al.2016 · 62 citationsAnnals of medicine and surgery (2012). 2016;8:50-5
Career total: 76 works. 55 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.