| 2026 | ACL | Improving the Distributional Alignment of LLMs using Supervision. | Gauri Kambhatla, Sanjana Gautam, Angela Zhang, Alexander Liu, Ravi Srinivasan, Junyi Jessy Li, Matthew Lease |
| 2024 | ICWSM | How to Train Your YouTube Recommender to Avoid Unwanted Videos. | Alexander Liu, Siqi Wu, Paul Resnick |
| 2022 | ICML | Monarch: Expressive Structured Matrices for Efficient and Accurate Training. | Tri Dao, Beidi Chen, Nimit Sharad Sohoni, Arjun D. Desai, Michael Poli, Jessica Grogan, Alexander Liu, Aniruddh Rao, Atri Rudra, Christopher R |
| 2018 | COLING | Transfer Learning for Entity Recognition of Novel Classes. | Juan Diego Rodriguez, Adam Caldwell, Alexander Liu |
| 2009 | IGARSS | Active Learning of Hyperspectral Data with Spatially Dependent Label Acquisition Costs. | Alexander Liu, Goo Jun, Joydeep Ghosh |
| 2009 | SDM | Spatially Cost-Sensitive Active Learning. | Alexander Liu, Goo Jun, Joydeep Ghosh |
| 2008 | ICWSM | Predicting Success and Failure in Weight Loss Blogs through Natural Language Use. | Cindy K. Chung, Clinton Jones, Alexander Liu, James W. Pennebaker |
| 2006 | ICDM | Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets. | Gunjan Gupta, Alexander Liu, Joydeep Ghosh |