| 2024 | ICLR | Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data. | Yuhui Zhang, Elaine Sui, Serena Yeung |
| 2023 | ACL | Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models. | Yuhui Zhang, Michihiro Yasunaga, Zhengping Zhou, Jeff Z. HaoChen, James Zou, Percy Liang, Serena Yeung |
| 2023 | CVPR | NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action. | Kuan-Chieh Wang, Zhenzhen Weng, Maria Xenochristou, Joo Pedro Arajo, Jeffrey Gu, C. Karen Liu, Serena Yeung |
| 2023 | CVPR | PROB: Probabilistic Objectness for Open World Object Detection. | Orr Zohar, Kuan-Chieh Wang, Serena Yeung |
| 2023 | ICCV | Generalizable Neural Fields as Partially Observed Neural Processes. | Jeffrey Gu, Kuan-Chieh Wang, Serena Yeung |
| 2023 | ICLR | Diagnosing and Rectifying Vision Models using Language. | Yuhui Zhang, Jeff Z. HaoChen, Shih-Cheng Huang, Kuan-Chieh Wang, James Zou, Serena Yeung |
| 2022 | MICCAI | Adaptation of Surgical Activity Recognition Models Across Operating Rooms. | Ali Mottaghi, Aidean Sharghi, Serena Yeung, Omid Mohareri |
| 2021 | BMVC | FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation. | Julia Gong, F. Christopher Holsinger, Serena Yeung |
| 2021 | CVPR | DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images. | Joy Hsu, Wah Chiu, Serena Yeung |
| 2021 | CVPR | Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision. | Zhenzhen Weng, Mehmet Giray Ogut, Shai Limonchik, Serena Yeung |
| 2021 | CVPR | Holistic 3D Human and Scene Mesh Estimation From Single View Images. | Zhenzhen Weng, Serena Yeung |
| 2021 | ICCV | GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition. | Shih-Cheng Huang, Liyue Shen, Matthew P. Lungren, Serena Yeung |
| 2021 | ICLR | Personalized Federated Learning with First Order Model Optimization. | Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jos M. lvarez |
| 2021 | PSB | Achieving Trustworthy Biomedical Data Solutions. | Peter Washington, Serena Yeung, Bethany Percha, Nicholas P. Tatonetti, Jan T. Liphardt, Dennis P. Wall |
| 2021 | UAI | Staying in shape: learning invariant shape representations using contrastive learning. | Jeffrey Gu, Serena Yeung |
| 2020 | AMIA | Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery. | Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung |
| 2018 | ECCV | Neural Graph Matching Networks for Fewshot 3D Action Recognition. | Michelle Guo, Edward Chou, De-An Huang, Shuran Song, Serena Yeung, Li Fei-Fei |
| 2018 | ECCV | Dynamic Task Prioritization for Multitask Learning. | Michelle Guo, Albert Haque, De-An Huang, Serena Yeung, Li Fei-Fei |
| 2018 | ECCV | Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos. | Bingbin Liu, Serena Yeung, Edward Chou, De-An Huang, Li Fei-Fei, Juan Carlos Niebles |
| 2018 | WACV | Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks. | Amy Jin, Serena Yeung, Jeffrey K. Jopling, Jonathan Krause, Dan Azagury, Arnold Milstein, Li Fei-Fei |
| 2018 | WACV | Scaling Human-Object Interaction Recognition Through Zero-Shot Learning. | Liyue Shen, Serena Yeung, Judy Hoffman, Greg Mori, Li Fei-Fei |
| 2017 | CVPR | Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals. | Katsuyuki Nakamura, Serena Yeung, Alexandre Alahi, Li Fei-Fei |
| 2017 | CVPR | Learning to Learn from Noisy Web Videos. | Serena Yeung, Vignesh Ramanathan, Olga Russakovsky, Liyue Shen, Greg Mori, Li Fei-Fei |
| 2016 | AMIA | Vision-Based Hand Hygiene Monitoring in Hospitals. | Serena Yeung, Alexandre Alahi, Albert Haque, Boya Peng, Zelun Luo, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei |
| 2016 | CVPR | End-to-End Learning of Action Detection from Frame Glimpses in Videos. | Serena Yeung, Olga Russakovsky, Greg Mori, Li Fei-Fei |
| 2016 | ECCV | Towards Viewpoint Invariant 3D Human Pose Estimation. | Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei |