Publications

2027

1. SIGCSE

   From Sourcing to Learning: How Students Engage with Peer-Generated Learning Materials at Scale

   Yuzhe Zhou, Tianyu Shao, Alejandra J. Magana, and Tianyi Li

   In Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE TS), 2027

   To appear

   Bib

   @inproceedings{zhou2027sigcse,
     title = {From Sourcing to Learning: How Students Engage with Peer-Generated Learning Materials at Scale},
     author = {Zhou, Yuzhe and Shao, Tianyu and Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE TS)},
     year = {2027},
     note = {To appear},
   }

2. SIGCSE

   Real Projects, Real Managers: Cross-Course Learning Between Project Management and Programming Courses

   Tianyu Shao, Yuzhe Zhou, Paul Thomas, and Tianyi Li

   In Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE TS), 2027

   To appear

   Bib

   @inproceedings{shao2027sigcse,
     title = {Real Projects, Real Managers: Cross-Course Learning Between Project Management and Programming Courses},
     author = {Shao, Tianyu and Zhou, Yuzhe and Thomas, Paul and Li, Tianyi},
     booktitle = {Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE TS)},
     year = {2027},
     note = {To appear},
   }

2026

1. TOCE

   Engaging Students in Co-creating Contextualized Learning Materials in Computing Education

   Tianyi Li, Yuzhe Zhou, and Alejandra J. Magana

   ACM Transactions on Computing Education (TOCE), 2026

   DOI Bib PDF

   @article{li2026toce,
     title = {Engaging Students in Co-creating Contextualized Learning Materials in Computing Education},
     author = {Li, Tianyi and Zhou, Yuzhe and Magana, Alejandra J.},
     journal = {ACM Transactions on Computing Education (TOCE)},
     year = {2026},
     doi = {10.1145/3856291},
   }

2. AIES

   Tracking AI Advisory Drift Before It Reaches the Farms: Measuring Contextual Reliability in LLM-Generated Advice Across the Agricultural Landscape

   Jerry H. Martin and Tianyi Li

   In Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2026

   DOI Bib PDF

   @inproceedings{martin2026aies,
     title = {Tracking {AI} Advisory Drift Before It Reaches the Farms: Measuring Contextual Reliability in {LLM}-Generated Advice Across the Agricultural Landscape},
     author = {Martin, Jerry H. and Li, Tianyi},
     booktitle = {Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES)},
     volume = {9},
     number = {3},
     pages = {1799--1809},
     year = {2026},
     doi = {10.1609/aies.v9i3.43268},
   }

3. AIED

   Tracing Prompt-Level Interaction Trajectories to Understand Student Learning with LLMs in Programming Education

   Tianyu Shao, Miguel Feijóo García, Yi Zhang, Hugo Castellanos, Tawfiq Salem, Alejandra J. Magana, and Tianyi Li

   In Proceedings of the International Conference on Artificial Intelligence in Education (AIED), 2026 · Short Paper

   DOI Bib

   @inproceedings{shao2026aied,
     title = {Tracing Prompt-Level Interaction Trajectories to Understand Student Learning with {LLMs} in Programming Education},
     author = {Shao, Tianyu and Feij{\'o}o Garc{\'i}a, Miguel and Zhang, Yi and Castellanos, Hugo and Salem, Tawfiq and Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Proceedings of the International Conference on Artificial Intelligence in Education (AIED)},
     publisher = {Springer Nature Switzerland},
     pages = {260--268},
     year = {2026},
     doi = {10.1007/978-3-032-29770-9_29},
   }

4. IUI

   ExPeerience: Towards AI-Assisted Learnersourcing to Bridge Conceptual Understanding and Problem Solving in Database Programming Education

   Yuzhe Zhou, Prithvi Manjunatha, Udayan Pandey, Alejandra J. Magana, and Tianyi Li

   In Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI), 2026

   DOI Bib PDF

   @inproceedings{zhou2026expeerience,
     title = {{ExPeerience}: Towards {AI}-Assisted Learnersourcing to Bridge Conceptual Understanding and Problem Solving in Database Programming Education},
     author = {Zhou, Yuzhe and Manjunatha, Prithvi and Pandey, Udayan and Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI)},
     pages = {1178--1201},
     year = {2026},
     doi = {10.1145/3742413.3789139},
   }

5. CSCL

   Farm Harvests and Airplane Engines: Contextualizing Database Exercises in Relatable Contexts with a Learnersourcing Workflow

   Yuzhe Zhou, Alejandra J. Magana, and Tianyi Li

   In Proceedings of the International Conference on Computer-Supported Collaborative Learning (CSCL), ISLS Annual Meeting, 2026

   Bib

   @inproceedings{zhou2026cscl,
     title = {Farm Harvests and Airplane Engines: Contextualizing Database Exercises in Relatable Contexts with a Learnersourcing Workflow},
     author = {Zhou, Yuzhe and Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Proceedings of the International Conference on Computer-Supported Collaborative Learning (CSCL), ISLS Annual Meeting},
     year = {2026},
   }

6. SEFI

   Students’ Experiences of Large Language Models for Learning Systems Analysis and Design: A Phenomenography

   Alejandra J. Magana and Tianyi Li

   In Proceedings of the Annual Conference of the European Society for Engineering Education (SEFI), 2026

   Bib

   @inproceedings{magana2026sefi,
     title = {Students' Experiences of Large Language Models for Learning Systems Analysis and Design: A Phenomenography},
     author = {Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Proceedings of the Annual Conference of the European Society for Engineering Education (SEFI)},
     year = {2026},
   }

7. ICTD

   Development of a Novel Traffic Data Platform for Enhanced Traffic Pattern Analysis and Visualization from Integrated Multi-source Traffic Datasets

   Jiannan Ding, Abin Mathew, Tanay Maheshwari, Liya Koshy, Jack Gallagher, Nathan Shellhamer, Dan McCoy, Stanley Yung-Ping Chien, Tianyi Li, Chengcheng Tao, and Yaobin Chen

   In International Conference on Transportation and Development 2026, 2026

   DOI Bib

   @inproceedings{ding2026asce,
     title = {Development of a Novel Traffic Data Platform for Enhanced Traffic Pattern Analysis and Visualization from Integrated Multi-source Traffic Datasets},
     author = {Ding, Jiannan and Mathew, Abin and Maheshwari, Tanay and Koshy, Liya and Gallagher, Jack and Shellhamer, Nathan and McCoy, Dan and Chien, Stanley Yung-Ping and Li, Tianyi and Tao, Chengcheng and Chen, Yaobin},
     booktitle = {International Conference on Transportation and Development 2026},
     publisher = {American Society of Civil Engineers},
     pages = {766--777},
     year = {2026},
     doi = {10.1061/9780784487020.068},
   }

8. IUI

   Enhancing Vignette-Based Research Through AI-Generated Storyboards

   Mohana Sravya Appalaneni and Tianyi Li

   In Companion Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI Companion), 2026 · Poster

   DOI Bib PDF

   @inproceedings{appalaneni2026iui,
     title = {Enhancing Vignette-Based Research Through {AI}-Generated Storyboards},
     author = {Appalaneni, Mohana Sravya and Li, Tianyi},
     booktitle = {Companion Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI Companion)},
     pages = {30--33},
     year = {2026},
     doi = {10.1145/3742414.3794740},
   }

9. IUI

   ExPeerience: Support Student-AI Co-Creation in a Learnersourcing Workflow

   Yuzhe Zhou, Prithvi Manjunatha, Udayan Pandey, Alejandra J. Magana, and Tianyi Li

   In Companion Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI Companion), 2026 · Poster

   DOI Bib PDF

   @inproceedings{zhou2026iuicomp,
     title = {{ExPeerience}: Support Student-{AI} Co-Creation in a Learnersourcing Workflow},
     author = {Zhou, Yuzhe and Manjunatha, Prithvi and Pandey, Udayan and Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Companion Proceedings of the 31st International Conference on Intelligent User Interfaces (IUI Companion)},
     pages = {176--179},
     year = {2026},
     doi = {10.1145/3742414.3794774},
   }

10. ASC

    Behind the Job: A Multi-Perspective, Scenario-Based Web Application for Employment-Scam Awareness Among Young Adults

    Manasvi Reddy Kothakota, Tianyi Li, Bhagyashree Katare, and Tatiana Ringenberg

    In Annual Meeting of the American Society of Criminology (ASC), 2026 · Presentation
11. HealthIUI

    SmartPause: Designing a Reinforcement Learning Model for Reducing Screen Time

    Gustavo Kruger, Nikhil Sachdeva, Yixue Zhao, Tianyi Li, and Michael Sobolev

    In Workshop on Intelligent & Interactive Health User Interfaces (HealthIUI), 2026 · Workshop Paper

2025

1. TORS

   A Literature Review of Ethical Considerations in Recommender Systems for User-Generated Content in Human-Computer Interaction

   Shuo Niu, Tianyi Li, and Mohan Chi

   ACM Transactions on Recommender Systems (TORS), 2025

   DOI Bib PDF

   @article{niu2025tors,
     title = {A Literature Review of Ethical Considerations in Recommender Systems for User-Generated Content in Human-Computer Interaction},
     author = {Niu, Shuo and Li, Tianyi and Chi, Mohan},
     journal = {ACM Transactions on Recommender Systems (TORS)},
     volume = {4},
     number = {2},
     articleno = {33},
     pages = {1--30},
     year = {2025},
     doi = {10.1145/3770747},
   }

2. SIGCITE

   Assessing Student Creativity in Computing Education: The CREATIVE-DB Rubric for Student-Generated Database Problems

   Jia Lin Cheoh, Paul Josekutty Thomas, and Tianyi Li

   In Proceedings of the 26th ACM Annual Conference on Cybersecurity & Information Technology Education (SIGCITE), 2025

   DOI Bib PDF

   @inproceedings{cheoh2025sigcite,
     title = {Assessing Student Creativity in Computing Education: The {CREATIVE-DB} Rubric for Student-Generated Database Problems},
     author = {Cheoh, Jia Lin and Thomas, Paul Josekutty and Li, Tianyi},
     booktitle = {Proceedings of the 26th ACM Annual Conference on Cybersecurity \& Information Technology Education (SIGCITE)},
     pages = {41--46},
     year = {2025},
     doi = {10.1145/3769694.3771104},
   }

3. FIE

   A Two-Quarter Initiative in Co-Designed Programming Courses for High School Students

   Tianyi Li and Victoria L. Lowell

   In Proceedings of the IEEE Frontiers in Education Conference (FIE), 2025

   DOI Bib

   @inproceedings{li2025fie,
     title = {A Two-Quarter Initiative in Co-Designed Programming Courses for High School Students},
     author = {Li, Tianyi and Lowell, Victoria L.},
     booktitle = {Proceedings of the IEEE Frontiers in Education Conference (FIE)},
     pages = {1--10},
     year = {2025},
     doi = {10.1109/FIE63693.2025.11328274},
   }

4. FIE

   Examining Perception Differences in Context Familiarity Between Students and Instructors in Computing Education: A Case Study on Introductory Database Concepts

   Yuzhe Zhou, Paul Thomas, and Tianyi Li

   In Proceedings of the IEEE Frontiers in Education Conference (FIE), 2025

   DOI Bib

   @inproceedings{zhou2025fie,
     title = {Examining Perception Differences in Context Familiarity Between Students and Instructors in Computing Education: A Case Study on Introductory Database Concepts},
     author = {Zhou, Yuzhe and Thomas, Paul and Li, Tianyi},
     booktitle = {Proceedings of the IEEE Frontiers in Education Conference (FIE)},
     pages = {1--8},
     year = {2025},
     doi = {10.1109/FIE63693.2025.11328279},
   }

5. ITiCSE

   Towards Learnersourcing Relatable and Contextualized Learning Materials: An Exploratory Study in a Database Programming Class

   Tianyi Li, Yuzhe Zhou, and Alejandra J. Magana

   In Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE), 2025

   DOI Bib PDF

   @inproceedings{li2025iticse,
     title = {Towards Learnersourcing Relatable and Contextualized Learning Materials: An Exploratory Study in a Database Programming Class},
     author = {Li, Tianyi and Zhou, Yuzhe and Magana, Alejandra J.},
     booktitle = {Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE)},
     pages = {479--485},
     year = {2025},
     doi = {10.1145/3724363.3729117},
   }

6. NLP4DH

   Assessing Crowdsourced Annotations with LLMs: Linguistic Certainty as a Proxy for Trustworthiness

   Tianyi Li, Divya Sree Pulipati, and Tatiana Ringenberg

   In Proceedings of the 5th International Conference on Natural Language Processing for Digital Humanities (NLP4DH), 2025

   Bib HTML PDF

   @inproceedings{li2025nlp4dh,
     title = {Assessing Crowdsourced Annotations with {LLMs}: Linguistic Certainty as a Proxy for Trustworthiness},
     author = {Li, Tianyi and Pulipati, Divya Sree and Ringenberg, Tatiana},
     booktitle = {Proceedings of the 5th International Conference on Natural Language Processing for Digital Humanities (NLP4DH)},
     publisher = {Association for Computational Linguistics},
     pages = {191--201},
     year = {2025},
     url = {https://aclanthology.org/2025.nlp4dh-1.16/},
   }

7. SIGCSE

   Facilitating Students’ Learning Transfer in a Database Programming Class

   Yuzhe Zhou, Alejandra J. Magana, and Tianyi Li

   In Proceedings of the 56th ACM Technical Symposium on Computer Science Education (SIGCSE TS), 2025

   DOI Bib PDF

   @inproceedings{zhou2025sigcse,
     title = {Facilitating Students' Learning Transfer in a Database Programming Class},
     author = {Zhou, Yuzhe and Magana, Alejandra J. and Li, Tianyi},
     booktitle = {Proceedings of the 56th ACM Technical Symposium on Computer Science Education (SIGCSE TS)},
     year = {2025},
     doi = {10.1145/3641554.3701828},
   }

8. JTRP

   Enhanced Traffic Pattern Knowledge Abstraction and Presentation from 511 Database

   Jiannan Ding, Liya Koshy, Tanay Maheshwari, Abin Mathew, Jue Zhou, Stanley Chien, Tianyi Li, Chengcheng Tao, and Yaobin Chen

   2025

   Bib HTML PDF

   @techreport{ding2025jtrp,
     title = {Enhanced Traffic Pattern Knowledge Abstraction and Presentation from 511 Database},
     author = {Ding, Jiannan and Koshy, Liya and Maheshwari, Tanay and Mathew, Abin and Zhou, Jue and Chien, Stanley and Li, Tianyi and Tao, Chengcheng and Chen, Yaobin},
     institution = {Joint Transportation Research Program, Purdue University},
     type = {JTRP Technical Report},
     year = {2025},
   }

9. CI

   User-Centered Design with AI in the Loop: A Case Study of Rapid User Interface Prototyping with “Vibe Coding”

   Tianyi Li, Tanay Maheshwari, and Alex Voelker

   In ACM Collective Intelligence Conference (CI), 2025 · Extended Abstract

   arXiv PDF

2024

1. TiiS

   Measuring User Experience Inclusivity in Human-AI Interaction via Five User Problem-Solving Styles

   Andrew Anderson, Jimena Noa Guevara, Fatima Moussaoui, Tianyi Li, Mihaela Vorvoreanu, and Margaret Burnett

   ACM Transactions on Interactive Intelligent Systems (TiiS), 2024

   Best Paper Award

   DOI Bib PDF

   @article{anderson2024tiis,
     title = {Measuring User Experience Inclusivity in Human-{AI} Interaction via Five User Problem-Solving Styles},
     author = {Anderson, Andrew and Guevara, Jimena Noa and Moussaoui, Fatima and Li, Tianyi and Vorvoreanu, Mihaela and Burnett, Margaret},
     journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},
     volume = {14},
     number = {3},
     articleno = {21},
     year = {2024},
     doi = {10.1145/3663740},
   }

2. NAFIPS

   “Magic Mirror on the Wall, Who’s the Fairest of Them All”: Relying on LLM for Accurate Information

   Yifei Hu, Tatiana Ringenberg, Tianyi Li, and Julia Rayz

   In Proceedings of the North American Fuzzy Information Processing Society Conference (NAFIPS), 2024

   Honorable Mention for Student Papers

   Bib HTML

   @inproceedings{hu2024nafips,
     title = {``Magic Mirror on the Wall, Who's the Fairest of Them All'': Relying on {LLM} for Accurate Information},
     author = {Hu, Yifei and Ringenberg, Tatiana and Li, Tianyi and Rayz, Julia},
     booktitle = {Proceedings of the North American Fuzzy Information Processing Society Conference (NAFIPS)},
     year = {2024},
   }

3. GI

   Investigating User Estimation of Missing Data in Visual Analysis

   Maoyuan Sun, Yuanxin Wang, Courtney Bolton, Yue Ma, Tianyi Li, and Jian Zhao

   In Proceedings of the 50th Graphics Interface Conference (GI), 2024

   DOI Bib PDF

   @inproceedings{sun2024gi,
     title = {Investigating User Estimation of Missing Data in Visual Analysis},
     author = {Sun, Maoyuan and Wang, Yuanxin and Bolton, Courtney and Ma, Yue and Li, Tianyi and Zhao, Jian},
     booktitle = {Proceedings of the 50th Graphics Interface Conference (GI)},
     articleno = {30},
     pages = {1--13},
     year = {2024},
     doi = {10.1145/3670947.3670977},
   }

4. CHI EA

   Exploring Collective Theory of Mind on Pedestrian Behavioral Intentions

   Md Fazle Elahi, Tianyi Li, and Renran Tian

   In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA), 2024 · Late-Breaking Work

   DOI Bib PDF

   @inproceedings{elahi2024chiea,
     title = {Exploring Collective Theory of Mind on Pedestrian Behavioral Intentions},
     author = {Elahi, Md Fazle and Li, Tianyi and Tian, Renran},
     booktitle = {Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA)},
     articleno = {137},
     pages = {1--8},
     year = {2024},
     doi = {10.1145/3613905.3650930},
   }

5. MOBILESoft

   Digital Wellbeing Redefined: Toward User-Centric Approach for Positive Social Media Engagement

   Yixue Zhao, Tianyi Li, and Michael Sobolev

   In Proceedings of the IEEE/ACM 11th International Conference on Mobile Software Engineering and Systems (MOBILESoft), 2024 · Short Paper

   DOI Bib PDF

   @inproceedings{zhao2024mobilesoft,
     title = {Digital Wellbeing Redefined: Toward User-Centric Approach for Positive Social Media Engagement},
     author = {Zhao, Yixue and Li, Tianyi and Sobolev, Michael},
     booktitle = {Proceedings of the IEEE/ACM 11th International Conference on Mobile Software Engineering and Systems (MOBILESoft)},
     pages = {95--98},
     year = {2024},
     doi = {10.1145/3647632.3651392},
   }

6. CHI Workshop

   Clarifying the Compass: A Reflexive Narrative on Entry Barriers into HCI and Aging Research

   Tianyi Li and Jin Wei-Kocsis

   In DigiAge Workshop at the CHI Conference on Human Factors in Computing Systems, 2024 · Workshop Paper

   DOI PDF
7. CHI Workshop

   What to Make Sense of in the Era of LLM? A Perspective from the Structure and Efforts in Sensemaking

   Tianyi Li, Satya Bonepalli, and Vikram Mohanty

   In Sensemaking Workshop at the CHI Conference on Human Factors in Computing Systems, 2024 · Workshop Paper

   DOI PDF

2023

1. TOCHI

   Assessing Human-AI Interaction Early through Factorial Surveys: A Study on the Guidelines for Human-AI Interaction

   Tianyi Li, Mihaela Vorvoreanu, Derek DeBellis, and Saleema Amershi

   ACM Transactions on Computer-Human Interaction (TOCHI), 2023

   DOI Bib PDF

   @article{li2023tochi,
     title = {Assessing Human-{AI} Interaction Early through Factorial Surveys: A Study on the Guidelines for Human-{AI} Interaction},
     author = {Li, Tianyi and Vorvoreanu, Mihaela and DeBellis, Derek and Amershi, Saleema},
     journal = {ACM Transactions on Computer-Human Interaction (TOCHI)},
     volume = {30},
     number = {5},
     pages = {1--45},
     year = {2023},
     doi = {10.1145/3511605},
   }

2. Procedia CS

   Towards Human-Centered Pavement Quality Annotation with Crowdsourcing

   Tianyi Li, Tanmay Surve, Eric Thompson, Chengcheng Tao, and Yali Bian

   Procedia Computer Science, 2023

   20th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2023)

   Bib PDF

   @article{li2023pavement,
     title = {Towards Human-Centered Pavement Quality Annotation with Crowdsourcing},
     author = {Li, Tianyi and Surve, Tanmay and Thompson, Eric and Tao, Chengcheng and Bian, Yali},
     journal = {Procedia Computer Science},
     note = {20th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2023)},
     volume = {224},
     pages = {266--273},
     year = {2023},
   }

3. HCOMP

   Task as Context: A Sensemaking Perspective on Annotating Inter-Dependent Event Attributes with Non-Experts

   Tianyi Li, Ping Wang, Tian Shi, Yali Bian, and Andrey Esakia

   In Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP), 2023

   DOI Bib PDF

   @inproceedings{li2023hcomp,
     title = {Task as Context: A Sensemaking Perspective on Annotating Inter-Dependent Event Attributes with Non-Experts},
     author = {Li, Tianyi and Wang, Ping and Shi, Tian and Bian, Yali and Esakia, Andrey},
     booktitle = {Proceedings of the AAAI Conference on Human Computation and Crowdsourcing (HCOMP)},
     volume = {11},
     number = {1},
     pages = {78--90},
     year = {2023},
     doi = {10.1609/hcomp.v11i1.27550},
   }

4. IUI

   Event Detection Explorer: An Interactive Tool for Event Detection Exploration

   Wenlong Zhang, Bhagyashree Ingale, Hamza Shabir, Tianyi Li, Tian Shi, and Ping Wang

   In Companion Proceedings of the 28th International Conference on Intelligent User Interfaces (IUI Companion), 2023 · Demo

   DOI Bib PDF

   @inproceedings{zhang2023iui,
     title = {Event Detection Explorer: An Interactive Tool for Event Detection Exploration},
     author = {Zhang, Wenlong and Ingale, Bhagyashree and Shabir, Hamza and Li, Tianyi and Shi, Tian and Wang, Ping},
     booktitle = {Companion Proceedings of the 28th International Conference on Intelligent User Interfaces (IUI Companion)},
     year = {2023},
     doi = {10.1145/3581754.3584178},
   }

5. CSCW SIG

   Purposeful AI

   Tianyi Li and Francisco Iacobelli

   In Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social Computing (CSCW Companion), 2023 · Special Interest Group

   DOI PDF
6. LAK Workshop

   Content Moderation and Personalization of Learning Materials with Learnersourcing

   Ping Wang and Tianyi Li

   In Workshop on Partnerships for Co-Creating Educational Content at the International Learning Analytics and Knowledge Conference (LAK), 2023 · Workshop Paper

   HTML PDF

2022

1. TVCG

   Towards Systematic Design Considerations for Visualizing Cross-View Data Relationships

   Maoyuan Sun, Akhil Namburi, David Koop, Jian Zhao, Tianyi Li, and Haeyong Chung

   IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022

   DOI Bib

   @article{sun2022tvcg,
     title = {Towards Systematic Design Considerations for Visualizing Cross-View Data Relationships},
     author = {Sun, Maoyuan and Namburi, Akhil and Koop, David and Zhao, Jian and Li, Tianyi and Chung, Haeyong},
     journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
     volume = {28},
     number = {12},
     pages = {4741--4756},
     year = {2022},
     doi = {10.1109/TVCG.2021.3102966},
   }

2. VIS

   Toward Systematic Considerations of Missingness in Visual Analytics

   Maoyuan Sun, Yue Ma, Yuanxin Wang, Tianyi Li, Jian Zhao, Yujun Liu, and Ping-shou Zhong

   In Proceedings of the IEEE Visualization and Visual Analytics Conference (VIS), 2022 · Short Paper

   Best Short Paper Honorable Mention

   DOI Bib

   @inproceedings{sun2022vis,
     title = {Toward Systematic Considerations of Missingness in Visual Analytics},
     author = {Sun, Maoyuan and Ma, Yue and Wang, Yuanxin and Li, Tianyi and Zhao, Jian and Liu, Yujun and Zhong, Ping-shou},
     booktitle = {Proceedings of the IEEE Visualization and Visual Analytics Conference (VIS)},
     pages = {110--114},
     year = {2022},
     doi = {10.1109/VIS54862.2022.00031},
   }

3. HCOMP WiP

   Exploring the Impact of Sub-Task Inter-Dependency on Crowdsourced Event Annotation

   Tianyi Li, Ping Wang, Tian Shi, and Andrey Esakia

   In AAAI Conference on Human Computation and Crowdsourcing (HCOMP), Works-in-Progress and Demos, 2022 · Works-in-Progress

   HTML PDF
4. HCAI@NeurIPS

   Human-in-the-loop Bias Mitigation in Data Science

   Romila Pradhan and Tianyi Li

   In Human Centered AI Workshop at the Conference on Neural Information Processing Systems (HCAI@NeurIPS), 2022 · Workshop Paper

   HTML PDF Poster

2021

1. VIS Workshop

   Toward a Better Understanding of Missingness in Visual Analytics

   Yue Ma, Courtney Bolton, Maoyuan Sun, Yuanxin Wang, Jian Zhao, and Tianyi Li

   In Human-Data Interaction Workshop at IEEE VIS 2021, 2021 · Workshop Paper

   HTML PDF

2020

1. VIS

   CrowdTrace: Visualizing Provenance in Distributed Sensemaking

   Tianyi Li, Yasmine Belghith, Chris North, and Kurt Luther

   In Proceedings of the IEEE Visualization Conference (VIS), 2020 · Short Paper

   DOI Bib

   @inproceedings{li2020crowdtrace,
     title = {{CrowdTrace}: Visualizing Provenance in Distributed Sensemaking},
     author = {Li, Tianyi and Belghith, Yasmine and North, Chris and Luther, Kurt},
     booktitle = {Proceedings of the IEEE Visualization Conference (VIS)},
     pages = {191--195},
     year = {2020},
     doi = {10.1109/VIS47514.2020.00045},
   }

2. Ph.D. Thesis

   Solving Mysteries with Crowds: Supporting Crowdsourced Sensemaking with a Modularized Pipeline and Context Slices

   Tianyi Li

   Virginia Tech, 2020

2019

1. CSCW

   Dropping the Baton? Understanding Errors and Bottlenecks in a Crowdsourced Sensemaking Pipeline

   Tianyi Li, Chandler J. Manns, Chris North, and Kurt Luther

   Proceedings of the ACM on Human-Computer Interaction (CSCW), 2019

   DOI Bib PDF

   @article{li2019dropping,
     title = {Dropping the Baton? {U}nderstanding Errors and Bottlenecks in a Crowdsourced Sensemaking Pipeline},
     author = {Li, Tianyi and Manns, Chandler J. and North, Chris and Luther, Kurt},
     journal = {Proceedings of the ACM on Human-Computer Interaction (CSCW)},
     volume = {3},
     articleno = {136},
     year = {2019},
     doi = {10.1145/3359238},
   }

2. IUI

   What Data Should I Protect? Recommender and Planning Support for Data Security Analysts

   Tianyi Li, Gregorio Convertino, Ranjeet Kumar Tayi, and Shima Kazerooni

   In Proceedings of the 24th International Conference on Intelligent User Interfaces (IUI), 2019

   DOI Bib PDF

   @inproceedings{li2019iui,
     title = {What Data Should {I} Protect? {R}ecommender and Planning Support for Data Security Analysts},
     author = {Li, Tianyi and Convertino, Gregorio and Tayi, Ranjeet Kumar and Kazerooni, Shima},
     booktitle = {Proceedings of the 24th International Conference on Intelligent User Interfaces (IUI)},
     year = {2019},
     doi = {10.1145/3301275.3302294},
   }

3. IUI

   Adding Intelligence to a Data Security Analysis System: Recommendation and Planning Support

   Tianyi Li, Gregorio Convertino, Ranjeet Kumar Tayi, Shima Kazerooni, and Gary Patterson

   In Companion Proceedings of the 24th International Conference on Intelligent User Interfaces (IUI Companion), 2019 · Demo

   DOI Bib PDF

   @inproceedings{li2019iuidemo,
     title = {Adding Intelligence to a Data Security Analysis System: Recommendation and Planning Support},
     author = {Li, Tianyi and Convertino, Gregorio and Tayi, Ranjeet Kumar and Kazerooni, Shima and Patterson, Gary},
     booktitle = {Companion Proceedings of the 24th International Conference on Intelligent User Interfaces (IUI Companion)},
     pages = {69--70},
     year = {2019},
     doi = {10.1145/3308557.3308677},
   }

4. CSCW DC

   Solving Mysteries with the Wisdom of Crowds: A Modularized Pipeline and Context Slices

   Tianyi Li

   In Companion Publication of the 2019 Conference on Computer Supported Cooperative Work and Social Computing (CSCW Companion), Doctoral Consortium, 2019 · Doctoral Consortium

   DOI PDF

2018

1. CSCW

   CrowdIA: Solving Mysteries with Crowdsourced Sensemaking

   Tianyi Li, Kurt Luther, and Chris North

   Proceedings of the ACM on Human-Computer Interaction (CSCW), 2018

   DOI Bib PDF

   @article{li2018crowdia,
     title = {{CrowdIA}: Solving Mysteries with Crowdsourced Sensemaking},
     author = {Li, Tianyi and Luther, Kurt and North, Chris},
     journal = {Proceedings of the ACM on Human-Computer Interaction (CSCW)},
     volume = {2},
     articleno = {105},
     pages = {1--29},
     year = {2018},
     doi = {10.1145/3274374},
   }

2. VIS Workshop

   HyperTuner: Visual Analytics for Hyperparameter Tuning by Professionals

   Tianyi Li, Gregorio Convertino, Wenbo Wang, Haley Most, Tristan Zajonc, and Yi-Hsun Tsai

   In IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics (MLUI), 2018 · Workshop Paper

   PDF
3. CHI Workshop

   Crowdsourcing Intelligence Analysis with Context Slices

   Tianyi Li, Asmita Shah, Kurt Luther, and Chris North

   In CHI Workshop on Sensemaking in a Senseless World, 2018 · Workshop Paper

   PDF