Yingbo Ma

42 papers A* 1A 1B 3C 1Journal 29Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correction: Catalyst: Fast and flexible modeling of reaction networks.
PLoS Comput. Biol.
Torkel E. Loman, Yingbo Ma, Vasily Ilin, Shashi Gowda, Niklas Korsbo, Nikhil Yewale, Chris Rackauckas, Samuel A. Isaacson
2025 J jnl
Efficient Symbolic Computation via Hash Consing.
CoRR
Bowen Zhu, Aayush Sabharwal, Songchen Tan, Yingbo Ma, Alan Edelman, Christopher Rackauckas
2025 J jnl
Surface Feature and Defect Detection Method for Shield Tunnel Based on Deep Learning.
J. Comput. Civ. Eng.
Laikuang Lin, Hanxuan Zhu, Yingbo Ma, Yueyan Peng, Yimin Xia
2025 J jnl
Unlocking Health Insights with SDoH Data: A Comprehensive Open-Access Database and SDoH-EHR Linkage Tool.
CoRR
Zhenhong Hu, Esra Adiyeke, Ziyuan Guan, Divya Vellanki, Jiahang Yu, Ruilin Zhu, Yuanfang Ren, Yingbo Ma, Annanya Sai Vedala, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2024 J jnl
Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues.
CoRR
Yingbo Ma, Yukyeong Song, Mehmet Celepkolu, Kristy Elizabeth Boyer, Eric N. Wiebe, Collin F. Lynch, Maya Israel
2024 J jnl
Federated learning model for predicting major postoperative complications.
CoRR
Yonggi Park, Yuanfang Ren, Benjamin Shickel, Ziyuan Guan, Ayush Patela, Yingbo Ma, Zhenhong Hu, Tyler J. Loftus, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2024 J jnl
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision.
CoRR
Yingbo Ma, Suraj Kolla, Zhenhong Hu, Dhruv Kaliraman, Victoria Nolan, Ziyuan Guan, Yuanfang Ren, Brooke Armfield, Tezcan Ozrazgat-Baslanti, Jeremy A. Balch, Tyler J. Loftus, Parisa Rashidi, Azra Bihorac, Benjamin Shickel
2024 J jnl
Investigating the relationship between math literacy and linguistic synchrony in online mathematical discussions through large-scale data analytics.
Br. J. Educ. Technol.
Yukyeong Song, Wanli Xing, Chenglu Li, Xiaoyi Tian, Yingbo Ma
2024 J jnl
Promoting AI Competencies for Medical Students: A Scoping Review on Frameworks, Programs, and Tools.
CoRR
Yingbo Ma, Yukyeong Song, Jeremy A. Balch, Yuanfang Ren, Divya Vellanki, Zhenhong Hu, Meghan Brennan, Suraj Kolla, Ziyuan Guan, Brooke Armfield, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Tyler J. Loftus, Azra Bihorac, Benjamin Shickel
2024 J jnl
Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records.
CoRR
Yingbo Ma, Suraj Kolla, Dhruv Kaliraman, Victoria Nolan, Zhenhong Hu, Ziyuan Guan, Yuanfang Ren, Brooke Armfield, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Parisa Rashidi, Azra Bihorac, Benjamin Shickel
2024 J jnl
The impact of near-peer virtual agents on computer science attitudes and collaborative dialogue.
Int. J. Child Comput. Interact.
Toni V. Earle-Randell, Joseph B. Wiggins, Yingbo Ma, Mehmet Celepkolu, Dolly Bounajim, Zhikai Gao, Julianna Martinez Ruiz, Kristy Elizabeth Boyer, Maya Israel, Collin F. Lynch, Eric N. Wiebe
2024 J jnl
Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications.
CoRR
Yuanfang Ren, Chirayu Tripathi, Ziyuan Guan, Ruilin Zhu, Victoria Hougha, Yingbo Ma, Zhenhong Hu, Jeremy A. Balch, Tyler J. Loftus, Parisa Rashidi, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2023 J jnl
Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms.
CoRR
Utkarsh Rajput, Valentin Churavy, Yingbo Ma, Tim Besard, Tim Gymnich, Adam R. Gerlach, Alan Edelman, Christopher Rackauckas
2023 J jnl
Catalyst: Fast and flexible modeling of reaction networks.
PLoS Comput. Biol.
Torkel E. Loman, Yingbo Ma, Vasily Ilin, Shashi Gowda, Niklas Korsbo, Nikhil Yewale, Chris Rackauckas, Samuel A. Isaacson
2023 B conf
How Noisy is Too Noisy? The Impact of Data Noise on Multimodal Recognition of Confusion and Conflict During Collaborative Learning.
ICMI
Yingbo Ma, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe, Maya Israel
2022 — conf
Assessing Mental Health During Covid-19 Lockdown: A Smartphone-Based Multimodal Emotion Recognition Approach.
CCHI
Ivan Liu, Qi Zhong, Fangyuan Liu, Hushan Xu, Wenxi Chen, Xiaoqing Zhu, Yingbo Ma, Shiguang Ni
2022 B conf
Building the dream team: children's reactions to virtual agents that model collaborative talk.
IVA
Joseph B. Wiggins, Toni V. Earle-Randell, Dolly Bounajim, Yingbo Ma, Julianna Martinez Ruiz, Ruohan Liu, Mehmet Celepkolu, Maya Israel, Eric N. Wiebe, Collin F. Lynch, Kristy Elizabeth Boyer
2022 — conf
Composing Modeling And Simulation With Machine Learning In Julia.
ANNSIM
Chris Rackauckas, Maja Gwózdz, Anand Jain, Yingbo Ma, Francesco Martinuzzi, Utkarsh Rajput, Elliot Saba, Viral B. Shah, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Avik Pal, Chris Laughman
2022 C conf
Constrained Smoothers for State Estimation of Vapor Compression Cycles.
ACC
Vedang M. Deshpande, Christopher R. Laughman, Yingbo Ma, Chris Rackauckas
2022 A conf
Detecting Impasse During Collaborative Problem Solving with Multimodal Learning Analytics.
LAK
Yingbo Ma, Mehmet Celepkolu, Kristy Elizabeth Boyer
2022 B conf
Investigating Multimodal Predictors of Peer Satisfaction for Collaborative Coding in Middle School.
EDM
Yingbo Ma, Gloria Ashiya Katuka, Mehmet Celepkolu, Kristy Elizabeth Boyer
2022 — conf
It's Challenging but Doable: Lessons Learned from a Remote Collaborative Coding Camp for Elementary Students.
SIGCSE (1)
Yingbo Ma, Julianna Martinez Ruiz, Timothy D. Brown, Kiana-Alize Diaz, Adam M. Gaweda, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe
2022 — conf
Parallelizing Explicit and Implicit Extrapolation Methods for Ordinary Differential Equations.
HPEC
Utkarsh Rajput, Chris Elrod, Yingbo Ma, Konstantin Althaus, Christopher Rackauckas
2022 J jnl
Parallelizing Explicit and Implicit Extrapolation Methods for Ordinary Differential Equations.
CoRR
Utkarsh Rajput, Chris Elrod, Yingbo Ma, Christopher Rackauckas
2022 J jnl
Symbolic-Numeric Integration of Univariate Expressions based on Sparse Regression.
CoRR
Shahriar Iravanian, Carl Julius Martensen, Alessandro Cheli, Shashi Gowda, Anand Jain, Yingbo Ma, Chris Rackauckas
2022 J jnl
Symbolic-numeric integration of univariate expressions based on sparse regression.
ACM Commun. Comput. Algebra
Shahriar Iravanian, Carl Julius Martensen, Alessandro Cheli, Shashi Gowda, Anand Jain, Yingbo Ma, Chris Rackauckas
2021 — conf
A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions.
HPEC
Yingbo Ma, Vaibhav Dixit, Michael J. Innes, Xingjian Guo, Christopher Rackauckas
2021 — conf
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks.
AAAI Spring Symposium: MLPS
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021 J jnl
Composing Modeling and Simulation with Machine Learning in Julia.
CoRR
Christopher Rackauckas, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Maja Gwózdz, Anand Jain, Chris Laughman, Yingbo Ma, Francesco Martinuzzi, Avik Pal, Utkarsh Rajput, Elliot Saba, Viral B. Shah
2021 J jnl
High-performance symbolic-numerics via multiple dispatch.
ACM Commun. Comput. Algebra
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021 J jnl
High-performance symbolic-numerics via multiple dispatch.
CoRR
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021 J jnl
ModelingToolkit: A Composable Graph Transformation System For Equation-Based Modeling.
CoRR
Yingbo Ma, Shashi Gowda, Ranjan Anantharaman, Chris Laughman, Viral B. Shah, Christopher Rackauckas
2021 J jnl
NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations.
CoRR
Kirill Zubov, Zoe McCarthy, Yingbo Ma, Francesco Calisto, Valerio Pagliarino, Simone Azeglio, Luca Bottero, Emmanuel Luján, Valentin Sulzer, Ashutosh Bharambe, Nand Vinchhi, Kaushik Balakrishnan, Devesh Upadhyay, Christopher Rackauckas
2021 A* conf
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
ICML
Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Vincent Rackauckas
2021 J jnl
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
CoRR
Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Rackauckas
2021 J jnl
Radiometric Performance Evaluation of FY-4A/AGRI Based on Aqua/MODIS.
Sensors
Bo Zhong, Yingbo Ma, Aixia Yang, Junjun Wu
2021 — conf
The Challenge of Noisy Classrooms: Speaker Detection During Elementary Students' Collaborative Dialogue.
AIED (1)
Yingbo Ma, Joseph B. Wiggins, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe
2021 J jnl
Write2Code: Pen-Based Educational Tool for Java.
Int. J. Emerg. Technol. Learn.
Pedro Guillermo Feijóo García, Yu-Peng Chen, Shaghayegh Esmaeili, Yingbo Ma, Christina Gardner-McCune
2020 J jnl
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks.
CoRR
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2020 J jnl
Universal Differential Equations for Scientific Machine Learning.
CoRR
Christopher Rackauckas, Yingbo Ma, Julius Martensen, Collin Warner, Kirill Zubov, Rohit Supekar, Dominic Skinner, Ali Jasim Ramadhan
2019 J jnl
DiffEqFlux.jl - A Julia Library for Neural Differential Equations.
CoRR
Christopher Rackauckas, Mike Innes, Yingbo Ma, Jesse Bettencourt, Lyndon White, Vaibhav Dixit
2018 J jnl
A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions.
CoRR
Yingbo Ma, Vaibhav Dixit, Michael J. Innes, Xingjian Guo, Christopher Rackauckas