| 2025 | AISTATS | Towards Cost Sensitive Decision Making. | Yang Li, Junier Oliva |
| 2024 | ICML | Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition. | Michael Valancius, Max Lennon, Junier Oliva |
| 2024 | MICCAI | A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness. | Boqi Chen, Junier Oliva, Marc Niethammer |
| 2023 | ICML | Continuously Parameterized Mixture Models. | Christopher M. Bender, Yifeng Shi, Marc Niethammer, Junier Oliva |
| 2022 | ICLR | Practical Integration via Separable Bijective Networks. | Christopher M. Bender, Patrick Emmanuel, Michael K. Reiter, Junier Oliva |
| 2021 | EMNLP | Adversarial Scrubbing of Demographic Information for Text Classification. | Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier Oliva, Shashank Srivastava, Snigdha Chaturvedi |
| 2021 | ICLR | Multiscale Score Matching for Out-of-Distribution Detection. | Ahsan Mahmood, Junier Oliva, Martin Andreas Styner |
| 2021 | ICML | Active Feature Acquisition with Generative Surrogate Models. | Yang Li, Junier Oliva |
| 2021 | ICML | Partially Observed Exchangeable Modeling. | Yang Li, Junier Oliva |
| 2020 | AAAI | Exchangeable Generative Models with Flow Scans. | Christopher M. Bender, Kevin O'Connor, Yang Li, Juan Jose Garcia, Junier Oliva, Manzil Zaheer |
| 2020 | AAAI | A Forest from the Trees: Generation through Neighborhoods. | Yang Li, Tianxiang Gao, Junier Oliva |
| 2020 | AAAI | Deep Message Passing on Sets. | Yifeng Shi, Junier Oliva, Marc Niethammer |
| 2020 | ICML | Defense Through Diverse Directions. | Christopher M. Bender, Yang Li, Yifeng Shi, Michael K. Reiter, Junier Oliva |
| 2020 | ICML | ACFlow: Flow Models for Arbitrary Conditional Likelihoods. | Yang Li, Shoaib Akbar, Junier Oliva |