| 2025 | UIST | AROMA: Mixed-Initiative AI Assistance for Non-Visual Cooking by Grounding Multimodal Information Between Reality and Videos. | Zheng Ning, Leyang Li, Daniel Killough, JooYoung Seo, Patrick Carrington, Yapeng Tian, Yuhang Zhao, Franklin Mingzhe Li, Toby Jia-Jun Li |
| 2024 | CHI | SPICA: Interactive Video Content Exploration through Augmented Audio Descriptions for Blind or Low-Vision Viewers. | Zheng Ning, Brianna L. Wimer, Kaiwen Jiang, Keyi Chen, Jerrick Ban, Yapeng Tian, Yuhang Zhao, Toby Jia-Jun Li |
| 2023 | EMNLP | Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. | Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld, Tianyi Zhang |
| 2023 | IUI | An Empirical Study of Model Errors and User Error Discovery and Repair Strategies in Natural Language Database Queries. | Zheng Ning, Zheng Zhang, Tianyi Sun, Yuan Tian, Tianyi Zhang, Toby Jia-Jun Li |
| 2023 | UIST | PEANUT: A Human-AI Collaborative Tool for Annotating Audio-Visual Data. | Zheng Zhang, Zheng Ning, Chenliang Xu, Yapeng Tian, Toby Jia-Jun Li |