| 2026 | AIED | Automated Multimodal Transcription for Belonging-Centered Classroom Interaction Analysis: Opportunities and Challenges. | Lin Li, Mohammad Amin Samadi, Jingyun Wu, Linxuan Zhao, Nia Nixon, Jamaal Matthews |
| 2026 | LAK | Read the Room or Lead the Room: Understanding Socio-Cognitive Dynamics in Human-AI Teaming. | Jaeyoon Choi, Mohammad Amin Samadi, Spencer Jaquay, Seehee Park, Nia Nixon |
| 2026 | LAK | From Wandering to Collaboration: Discourse Patterns in Middle School Generative AI Use. | Daniel Ritchie, Nia Nixon, Tamara P. Tate, Mark Warschauer |
| 2025 | AIED | Agentic Men, Communal Women?: Exploring Gender Bias in LLM-Based Leadership Identification for Collaboration Analytics. | Jaeyoon Choi, Nia Nixon |
| 2025 | AIED | Human-AI Collaboration and Culture For Equity and Inclusion (Half-Day Workshop). | Nia Nixon, Srecko Joksimovic, Andrew Zamecnik, Mohammad Amin Samadi, Jaeyoon Choi, Seehee Park, Valry Psych, Mohamed El Habib Laraba, Emmanuel G. Blanchard |
| 2025 | EDM | From Discourse to Dynamics: Understanding Team Interactions Through Temporally Sensitive NLP. | Seehee Park, Danielle Shariff, Mohammad Amin Samadi, Nia Nixon, Sidney D'Mello |
| 2025 | LAK | Understanding Collaborative Learning Processes and Outcomes Through Student Discourse Dynamics. | Seehee Park, Nia Nixon, Sidney D'Mello, Danielle Shariff, Jaeyoon Choi |
| 2024 | CHI | Advancing Knowledge Together: Integrating Large Language Model-based Conversational AI in Small Group Collaborative Learning. | Zhenyao Cai, Seehee Park, Nia Nixon, Shayan Doroudi |
| 2024 | EDM | Cultural Diversity in Team Conversations: A Deep Dive into its Effects on Cohesion and Team Performance. | Mohammad Amin Samadi, Nia Nixon |
| 2024 | LAK | Minds and Machines Unite: Deciphering Social and Cognitive Dynamics in Collaborative Problem Solving with AI. | Mohammad Amin Samadi, Spencer Jaquay, Yiwen Lin, Elham Tajik, Seehee Park, Nia Nixon |
| 2023 | EDM | Semantic Topic Chains for Modeling Temporality of Themes in Online Student Discussion Forums. | Harshita Chopra, Yiwen Lin, Mohammad Amin Samadi, Jacqueline G. Cavazos, Renzhe Yu, Spencer Jaquay, Nia Nixon |
| 2022 | AIED | Modeling Student Discourse in Online Discussion Forums Using Semantic Similarity Based Topic Chains. | Harshita Chopra, Yiwen Lin, Mohammad Amin Samadi, Jacqueline Guadalupe Cavazos, Renzhe Yu, Spencer Jaquay, Nia Nixon |
| 2022 | EDM | Exploring Cultural Diversity and Collaborative Team Communication through a Dynamical Systems Lens. | Mohammad Amin Samadi, Jacqueline G. Cavazos, Yiwen Lin, Nia Nixon |