| 2011 | ICCBR | A Case Base Planning Approach for Dialogue Generation in Digital Movie Design. | Sanjeet Hajarnis, Christina Leber, Hua Ai, Mark O. Riedl, Ashwin Ram |
| 2010 | ITS | Exploring the Effectiveness of Social Capabilities and Goal Alignment in Computer Supported Collaborative Learning. | Hua Ai, Rohit Kumar, Dong Nguyen, Amrut Nagasunder, Carolyn P. Ros |
| 2010 | ITS | Socially Capable Conversational Tutors Can Be Effective in Collaborative Learning Situations. | Rohit Kumar, Hua Ai, Jack L. Beuth, Carolyn P. Ros |
| 2009 | ACL | Setting Up User Action Probabilities in User Simulations for Dialog System Development. | Hua Ai, Diane J. Litman |
| 2008 | ACL | Assessing Dialog System User Simulation Evaluation Measures Using Human Judges. | Hua Ai, Diane J. Litman |
| 2008 | SIGdial | User Simulation as Testing for Spoken Dialog Systems. | Hua Ai, Fuliang Weng |
| 2007 | Interspeech | Knowledge consistent user simulations for dialog systems. | Hua Ai, Diane J. Litman |
| 2007 | Interspeech | Using information state to improve dialogue move identification in a spoken dialogue system. | Hua Ai, Antonio Roque, Anton Leuski, David R. Traum |
| 2007 | NAACL | Comparing User Simulation Models For Dialog Strategy Learning. | Hua Ai, Joel R. Tetreault, Diane J. Litman |
| 2007 | SIGdial | Comparing Spoken Dialog Corpora Collected with Recruited Subjects versus Real Users. | Hua Ai, Antoine Raux, Dan Bohus, Maxine Esknazi, Diane J. Litman |
| 2006 | CHI | The effect of miscommunication rate on user response preferences. | Hua Ai, Thomas Harris, Carolyn Penstein Ros |
| 2006 | Interspeech | Using system and user performance features to improve emotion detection in spoken tutoring dialogs. | Hua Ai, Diane J. Litman, Katherine Forbes-Riley, Mihai Rotaru, Joel R. Tetreault, Amruta Purandare |