| 2025 | ICLR | An Efficient Framework for Crediting Data Contributors of Diffusion Models. | Mingyu Lu, Chris Lin, Chanwoo Kim, Su-In Lee |
| 2024 | ICLR | Estimating Conditional Mutual Information for Dynamic Feature Selection. | Soham Gadgil, Ian Connick Covert, Su-In Lee |
| 2024 | WWW | DCAI: Data-centric Artificial Intelligence. | Wei Jin, Haohan Wang, Daochen Zha, Qiaoyu Tan, Yao Ma, Sharon Li, Su-In Lee |
| 2023 | ICLR | Learning to Estimate Shapley Values with Vision Transformers. | Ian Connick Covert, Chanwoo Kim, Su-In Lee |
| 2023 | ICLR | Contrastive Corpus Attribution for Explaining Representations. | Chris Lin, Hugh Chen, Chanwoo Kim, Su-In Lee |
| 2023 | ICML | Learning to Maximize Mutual Information for Dynamic Feature Selection. | Ian Connick Covert, Wei Qiu, Mingyu Lu, Nayoon Kim, Nathan J. White, Su-In Lee |
| 2022 | AISTATS | Moment Matching Deep Contrastive Latent Variable Models. | Ethan Weinberger, Nicasia Beebe-Wang, Su-In Lee |
| 2022 | ICLR | FastSHAP: Real-Time Shapley Value Estimation. | Neil Jethani, Mukund Sudarshan, Ian Connick Covert, Su-In Lee, Rajesh Ranganath |
| 2021 | AISTATS | Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression. | Ian Covert, Su-In Lee |
| 2015 | AAAI | Pathway Graphical Lasso. | Maxim Grechkin, Maryam Fazel, Daniela M. Witten, Su-In Lee |
| 2014 | ICML | Efficient Dimensionality Reduction for High-Dimensional Network Estimation. | Safiye Celik, Benjamin A. Logsdon, Su-In Lee |
| 2012 | ICPR | Tremor detection using motion filtering and SVM. | Bilge Soran, Jenq-Neng Hwang, Su-In Lee, Linda G. Shapiro |
| 2012 | MICCAI | Skull Retrieval for Craniosynostosis Using Sparse Logistic Regression Models. | Shulin Yang, Linda G. Shapiro, Michael L. Cunningham, Matthew L. Speltz, Craig Birgfeld, Indriyati Atmosukarto, Su-In Lee |
| 2007 | ICML | Learning a meta-level prior for feature relevance from multiple related tasks. | Su-In Lee, Vassil Chatalbashev, David Vickrey, Daphne Koller |
| 2006 | AAAI | Efficient L1 Regularized Logistic Regression. | Su-In Lee, Honglak Lee, Pieter Abbeel, Andrew Y. Ng |