Yingbo Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Elementary Students

Differential Equations

Top Venues

ACM Commun. Comput. Algebra

Publications

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
The impact of near-peer virtual agents on computer science attitudes and collaborative dialogue. Int. J. Child Comput. Interact. 40 (2024)
Yingbo Ma, Yukyeong Song, Mehmet Celepkolu, Kristy Elizabeth Boyer, Eric N. Wiebe, Collin F. Lynch, Maya Israel
Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues. CoRR (2024)
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
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision. CoRR (2024)
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
Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records. CoRR (2024)
Yonggi Park, Yuanfang Ren, Benjamin Shickel, Ziyuan Guan, Ayush Patela, Yingbo Ma, Zhenhong Hu, Tyler J. Loftus, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
Federated learning model for predicting major postoperative complications. CoRR (2024)
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
Promoting AI Competencies for Medical Students: A Scoping Review on Frameworks, Programs, and Tools. CoRR (2024)
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
Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications. CoRR (2024)
Yingbo Ma, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe, Maya Israel
How Noisy is Too Noisy? The Impact of Data Noise on Multimodal Recognition of Confusion and Conflict During Collaborative Learning. ICMI (2023)
Torkel E. Loman, Yingbo Ma, Vasily Ilin, Shashi Gowda, Niklas Korsbo, Nikhil Yewale, Chris Rackauckas, Samuel A. Isaacson
Catalyst: Fast and flexible modeling of reaction networks. PLoS Comput. Biol. 19 (10) (2023)
Utkarsh Rajput, Valentin Churavy, Yingbo Ma, Tim Besard, Tim Gymnich, Adam R. Gerlach, Alan Edelman, Christopher Rackauckas
Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms. CoRR (2023)
Vedang M. Deshpande, Christopher R. Laughman, Yingbo Ma, Chris Rackauckas
Constrained Smoothers for State Estimation of Vapor Compression Cycles. ACC (2022)
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
It's Challenging but Doable: Lessons Learned from a Remote Collaborative Coding Camp for Elementary Students. SIGCSE (1) (2022)
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
Building the dream team: children's reactions to virtual agents that model collaborative talk. IVA (2022)
Yingbo Ma, Gloria Ashiya Katuka, Mehmet Celepkolu, Kristy Elizabeth Boyer
Investigating Multimodal Predictors of Peer Satisfaction for Collaborative Coding in Middle School. EDM (2022)
Shahriar Iravanian, Carl Julius Martensen, Alessandro Cheli, Shashi Gowda, Anand Jain, Yingbo Ma, Chris Rackauckas
Symbolic-numeric integration of univariate expressions based on sparse regression. ACM Commun. Comput. Algebra 56 (2) (2022)
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
Composing Modeling And Simulation With Machine Learning In Julia. ANNSIM (2022)
Utkarsh Rajput, Chris Elrod, Yingbo Ma, Christopher Rackauckas
Parallelizing Explicit and Implicit Extrapolation Methods for Ordinary Differential Equations. CoRR (2022)
Utkarsh Rajput, Chris Elrod, Yingbo Ma, Konstantin Althaus, Christopher Rackauckas
Parallelizing Explicit and Implicit Extrapolation Methods for Ordinary Differential Equations. HPEC (2022)
Yingbo Ma, Mehmet Celepkolu, Kristy Elizabeth Boyer
Detecting Impasse During Collaborative Problem Solving with Multimodal Learning Analytics. LAK (2022)
Ivan Liu, Qi Zhong, Fangyuan Liu, Hushan Xu, Wenxi Chen, Xiaoqing Zhu, Yingbo Ma, Shiguang Ni
Assessing Mental Health During Covid-19 Lockdown: A Smartphone-Based Multimodal Emotion Recognition Approach. CCHI (2022)
Shahriar Iravanian, Carl Julius Martensen, Alessandro Cheli, Shashi Gowda, Anand Jain, Yingbo Ma, Chris Rackauckas
Symbolic-Numeric Integration of Univariate Expressions based on Sparse Regression. CoRR (2022)
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózzdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
High-performance symbolic-numerics via multiple dispatch. ACM Commun. Comput. Algebra 55 (3) (2021)
Yingbo Ma, Shashi Gowda, Ranjan Anantharaman, Chris Laughman, Viral B. Shah, Christopher Rackauckas
ModelingToolkit: A Composable Graph Transformation System For Equation-Based Modeling. CoRR (2021)
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. AAAI Spring Symposium: MLPS (2021)
Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Rackauckas
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics. CoRR (2021)
Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
High-performance symbolic-numerics via multiple dispatch. CoRR (2021)
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
Composing Modeling and Simulation with Machine Learning in Julia. CoRR (2021)
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
NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations. CoRR (2021)
Bo Zhong, Yingbo Ma, Aixia Yang, Junjun Wu
Radiometric Performance Evaluation of FY-4A/AGRI Based on Aqua/MODIS. Sensors 21 (5) (2021)
Pedro Guillermo Feijóo García, Yu-Peng Chen, Shaghayegh Esmaeili, Yingbo Ma, Christina Gardner-McCune
Write2Code: Pen-Based Educational Tool for Java. Int. J. Emerg. Technol. Learn. 16 (3) (2021)
Yingbo Ma, Vaibhav Dixit, Michael J. Innes, Xingjian Guo, Christopher Rackauckas
A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions. HPEC (2021)
Yingbo Ma, Joseph B. Wiggins, Mehmet Celepkolu, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe
The Challenge of Noisy Classrooms: Speaker Detection During Elementary Students' Collaborative Dialogue. AIED (1) (2021)
Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Vincent Rackauckas
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics. ICML (2021)
Christopher Rackauckas, Yingbo Ma, Julius Martensen, Collin Warner, Kirill Zubov, Rohit Supekar, Dominic Skinner, Ali Jasim Ramadhan
Universal Differential Equations for Scientific Machine Learning. CoRR (2020)
Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. CoRR (2020)
Christopher Rackauckas, Mike Innes, Yingbo Ma, Jesse Bettencourt, Lyndon White, Vaibhav Dixit
DiffEqFlux.jl - A Julia Library for Neural Differential Equations. CoRR (2019)
Christopher Rackauckas, Yingbo Ma, Vaibhav Dixit, Xingjian Guo, Mike Innes, Jarrett Revels, Joakim Nyberg, Vijay Ivaturi
A Comparison of Automatic Differentiation and Continuous Sensitivity Analysis for Derivatives of Differential Equation Solutions. CoRR (2018)