A novel multi-agent model for chemical self-assembly. - Zheng Ning; Ge Chen 001 (Autom., 2021)

On the Relationship between Counterfactual Explainer and Recommender: A Framework and Preliminary Observations. - Gang Liu 025; Zhihan Zhang 001; Zheng Ning; Meng Jiang 001 (CoRR, 2022)

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations. - Yuan Tian; Zheng Zhang 043; Zheng Ning; Toby Jia-Jun Li; Jonathan K. Kummerfeld; Tianyi Zhang 001 (EMNLP, 2023)

An Empirical Study of Model Errors and User Error Discovery and Repair Strategies in Natural Language Database Queries. - Zheng Ning; Zheng Zhang 043; Tianyi Sun; Yuan Tian; Tianyi Zhang 001; Toby Jia-Jun Li (IUI, 2023)

PEANUT: A Human-AI Collaborative Tool for Annotating Audio-Visual Data. - Zheng Zhang 043; Zheng Ning; Chenliang Xu; Yapeng Tian; Toby Jia-Jun Li (UIST, 2023)

Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions. - Zhihan Zhang 001; Wenhao Yu 002; Zheng Ning; Mingxuan Ju; Meng Jiang 001 (Trans. Assoc. Comput. Linguistics, 2023)

PodReels: Human-AI Co-Creation of Video Podcast Teasers. - Sitong Wang; Zheng Ning; Anh Truong; Mira Dontcheva; Dingzeyu Li; Lydia B. Chilton (Conference on Designing Interactive Systems, 2024)

MIMOSA: Human-AI Co-Creation of Computational Spatial Audio Effects on Videos. - Zheng Ning; Zheng Zhang 043; Jerrick Ban; Kaiwen Jiang; Ruohong Gan; Yapeng Tian; Toby Jia-Jun Li (Creativity & Cognition, 2024)

SPICA: Interactive Video Content Exploration through Augmented Audio Descriptions for Blind or Low-Vision Viewers. - Zheng Ning; Brianna L. Wimer; Kaiwen Jiang; Keyi Chen 008; Jerrick Ban; Yapeng Tian; Yuhang Zhao 001; Toby Jia-Jun Li (CHI, 2024)

Developer Behaviors in Validating and Repairing LLM-Generated Code Using IDE and Eye Tracking. - Ningzhi Tang; Meng Chen; Zheng Ning; Aakash Bansal; Yu Huang 015; Collin McMillan; Toby Jia-Jun Li (VL/HCC, 2024)

Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies. - Zheng Ning; Yuan Tian; Zheng Zhang; Tianyi Zhang; Toby Li (CoRR, 2024)

A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions. - Ningzhi Tang; Meng Chen; Zheng Ning; Aakash Bansal; Yu Huang 015; Collin McMillan; Toby Jia-Jun Li (CoRR, 2024)

Insights into Natural Language Database Query Errors: from Attention Misalignment to User Handling Strategies. - Zheng Ning; Yuan Tian; Zheng Zhang 043; Tianyi Zhang 001; Toby Jia-Jun Li (ACM Trans. Interact. Intell. Syst., 2024)

LACE: Exploring Turn-Taking and Parallel Interaction Modes in Human-AI Co-Creation for Iterative Image Generation. - YenKai Huang; Zheng Ning; Ming Cheng (CoRR, 2025)

AROMA: Mixed-Initiative AI Assistance for Non-Visual Cooking by Grounding Multi-modal Information Between Reality and Videos. - Zheng Ning; Leyang Li; Daniel Killough; JooYoung Seo; Patrick Carrington; Yapeng Tian; Yuhang Zhao 001; Franklin Mingzhe Li; Toby Jia-Jun Li (CoRR, 2025)