| 2026 | CHI | Matching Explanation Detail to Scene Complexity: Studying Situational Awareness-Specific Feedback in Pedestrian Encounter Driving Scenarios. | Md. Fazle Elahi, Yin-Chun Lu, Jing Chen, Renran Tian |
| 2026 | HCI | From Pixels to Paths: Pedestrian Trajectory Prediction Beyond Benchmarks. | Shaozhi Wang, Zhengming Zhang, Renran Tian |
| 2026 | WACV | VLMs Guided Interpretable Decision Making for Autonomous Driving | Xin Hu, Taotao Jing, Renran Tian, Zhengming Ding |
| 2024 | CHI | Exploring Collective Theory of Mind on Pedestrian Behavioral Intentions. | Md. Fazle Elahi Khan, Tianyi Li, Renran Tian |
| 2024 | HCI | A Unified Framework for Hierarchical Pedestrian Behavior Generation in Urban Scenario. | Zhengming Zhang, Vincent G. Duffy, Mark R. Lehto, Zhengming Ding, Renran Tian |
| 2023 | AAAI | TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with Uncertainty. | Zhengming Zhang, Renran Tian, Zhengming Ding |
| 2022 | ECCV | InAction: Interpretable Action Decision Making for Autonomous Driving. | Taotao Jing, Haifeng Xia, Renran Tian, Haoran Ding, Xiao Luo, Joshua E. Domeyer, Rini Sherony, Zhengming Ding |
| 2022 | SIGMOD | Flexible and scalable annotation tool to develop scene understanding datasets. | Md. Fazle Elahi Khan, Renran Tian, Xiao Luo |
| 2021 | DaWaK | Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models. | Jithesh Gugan Sreeram, Xiao Luo, Renran Tian |
| 2021 | HCI | Trust and Automation: A Systematic Review and Bibliometric Analysis. | Zhengming Zhang, Vincent G. Duffy, Renran Tian |
| 2020 | HCI | A Framework for Modeling Knowledge Graphs via Processing Natural Descriptions of Vehicle-Pedestrian Interactions. | Md. Fazle Elahi Khan, Xiao Luo, Renran Tian |
| 2020 | HCI | A Practical View of the Similarity and Differences Among the Impaired Driver States in Legal Driving. | Dan Shen, Taryn Spisak, Yaobin Chen, Renran Tian |
| 2019 | HCI | Modeling Vehicle-Pedestrian Encountering Risks in the Natural Driving Environment Using Machine Learning Algorithms. | Priyanka Gandhi, Xiao Luo, Renran Tian |
| 2019 | HCI | Highway End-of-Queue Alerting System Based on Probe Vehicle Data. | Keyu Ruan, Zahra Yarmand, Renran Tian, Lingxi Li, Yaobin Chen, Feng Li, Jim Sturdevant |
| 2017 | HCI | A Universal 3D Gait Planning Based on Comprehensive Motion Constraints. | Qiang Yi, Renran Tian, Ken Chen |
| 2015 | HCI | Single-Variable Scenario Analysis of Vehicle-Pedestrian Potential Crash Based on Video Analysis Results of Large-Scale Naturalistic Driving Data. | Renran Tian, Lingxi Li, Kai Yang, Feng Jiang, Yaobin Chen, Rini Sherony |
| 2009 | HCI | The Performance of BCMA-Aided Healthcare Service: Implementation Factors and Results. | Renran Tian, Vincent G. Duffy, Carol Birk, Steve R. Abel, Kyle Hultgren |
| 2007 | HCI | Effecting Validity of Ergonomics Analysis During Virtual Interactive Design. | Renran Tian, Vincent G. Duffy, John McGinley |