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Yang Shi
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 23
Top Topics
Computing Education
Programming Course
Code Examples
Student Success
Top Venues
EDM
CoRR
SIGCSE (2)
IEEE Internet Things J.
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Publications
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Aysa X. Fan
,
Rully Agus Hendrawan
,
Yang Shi
,
Qianou Ma
Enhancing Code Tracing Question Generation with Refined Prompts in Large Language Models.
SIGCSE (2)
(2024)
Alex Hicks
,
Yang Shi
,
Arun Balajiee Lekshmi Narayanan
,
Wei Yan
,
Samiha Marwan
An Approach to Detect Abnormal Submissions for CodeWorkout Dataset.
CoRR
(2024)
Zhengdong Zhang
,
Zihan Dong
,
Yang Shi
,
Thomas W. Price
,
Noboru Matsuda
,
Dongkuan Xu
Students' Perceptions and Preferences of Generative Artificial Intelligence Feedback for Programming.
AAAI
(2024)
Muntasir Hoq
,
Yang Shi
,
Juho Leinonen
,
Damilola Babalola
,
Collin F. Lynch
,
Thomas W. Price
,
Bita Akram
Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models.
SIGCSE (1)
(2024)
James Skripchuk
,
John Thomas Bacher
,
Yang Shi
,
Keith Tran
,
Thomas W. Price
Novices' Perceptions of Web-Search and AI for Programming.
SIGCSE (2)
(2024)
Keith Tran
,
John Thomas Bacher
,
Yang Shi
,
James Skripchuk
,
Thomas W. Price
Overcoming Barriers in Scaling Computing Education Research Programming Tools: A Developer's Perspective.
ICER (1)
(2024)
Yang Shi
,
Robin Schmucker
,
Min Chi
,
Tiffany Barnes
,
Thomas W. Price
KC-Finder: Automated Knowledge Component Discovery for Programming Problems.
EDM
(2023)
Yang Shi
,
Min Chi
,
Tiffany Barnes
,
Thomas W. Price
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks.
EDM
(2022)
Wengran Wang
,
John Thomas Bacher
,
Amy Isvik
,
Ally Limke
,
Sandeep Sthapit
,
Yang Shi
,
Benyamin T. Tabarsi
,
Keith Tran
,
Veronica Cateté
,
Tiffany Barnes
,
Chris Martens
,
Thomas W. Price
Investigating the Impact of On-Demand Code Examples on Novices' Open-Ended Programming Experience.
ICER (1)
(2022)
Bita Akram
,
Thomas W. Price
,
Yang Shi
,
Peter Brusilovsky
,
Sharon I-Han Hsiao
6th Educational Data Mining in Computer Science Education (CSEDM) Workshop.
EDM
(2022)
Yang Shi
,
Min Chi
,
Tiffany Barnes
,
Thomas W. Price
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks.
CoRR
(2022)
Samiha Marwan
,
Yang Shi
,
Ian Menezes
,
Min Chi
,
Tiffany Barnes
,
Thomas W. Price
Just a Few Expert Constraints Can Help: Humanizing Data-Driven Subgoal Detection for Novice Programming.
EDM
(2021)
Yang Shi
,
Ye Mao
,
Tiffany Barnes
,
Min Chi
,
Thomas W. Price
More With Less: Exploring How to Use Deep Learning Effectively through Semi-supervised Learning for Automatic Bug Detection in Student Code.
EDM
(2021)
Ye Mao
,
Yang Shi
,
Samiha Marwan
,
Thomas W. Price
,
Tiffany Barnes
,
Min Chi
Knowing both when and where: Temporal-ASTNN for Early Prediction of Student Success in Novice Programming Tasks.
EDM
(2021)
Yang Shi
,
Krupal Shah
,
Wengran Wang
,
Samiha Marwan
,
Poorvaja Penmetsa
,
Thomas W. Price
Toward Semi-Automatic Misconception Discovery Using Code Embeddings.
LAK
(2021)
Poorvaja Penmetsa
,
Yang Shi
,
Thomas W. Price
Investigate Effectiveness of Code Features in Knowledge Tracing Task on Novice Programming Course. (Work in Progress).
EDM (Workshops)
(2021)
Yang Shi
,
Krupal Shah
,
Wengran Wang
,
Samiha Marwan
,
Poorvaja Penmetsa
,
Thomas W. Price
Toward Semi-Automatic Misconception Discovery Using Code Embeddings.
CoRR
(2021)
Wengran Wang
,
Yudong Rao
,
Yang Shi
,
Alexandra Milliken
,
Chris Martens
,
Tiffany Barnes
,
Thomas W. Price
Comparing Feature Engineering Approaches to Predict Complex Programming Behaviors.
CSEDM@EDM
(2020)
Yang Shi
,
Fangyu Li
,
Wen-Zhan Song
,
Xiangyang Li
,
Jin Ye
Energy audition based cyber-physical attack detection system in IoT.
ACM TUR-C
(2019)
Fangyu Li
,
Yang Shi
,
Aditya Shinde
,
Jin Ye
,
Wen-Zhan Song
Enhanced Cyber-Physical Security in Internet of Things Through Energy Auditing.
IEEE Internet Things J.
6 (3) (2019)
Fangyu Li
,
Aditya Shinde
,
Yang Shi
,
Jin Ye
,
Xiang-Yang Li
,
Wen-Zhan Song
System Statistics Learning-Based IoT Security: Feasibility and Suitability.
IEEE Internet Things J.
6 (4) (2019)
Yang Shi
,
Fangyu Li
,
Tianming Liu
,
Fred R. Beyette
,
Wen-Zhan Song
Dynamic Time-frequency Feature Extraction for Brain Activity Recognition.
EMBC
(2018)
Minhui Zou
,
Yang Shi
,
Chengliang Wang
,
Fangyu Li
,
Wen-Zhan Song
,
Yu Wang
PoTrojan: powerful neural-level trojan designs in deep learning models.
CoRR
(2018)