| 2025 | AI | Discrete-Survival Compatibility Score for Donor-Recipient Matching in Liver Transplantation. | Yingke Wang, Eunice Tan, Yingji Sun, Mamatha Bhat, Xi He, Sirisha Rambhatla |
| 2025 | ICCV | LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing. | Achint Soni, Meet Soni, Sirisha Rambhatla |
| 2024 | ICML | Why do Variational Autoencoders Really Promote Disentanglement? | Pratik Bhowal, Achint Soni, Sirisha Rambhatla |
| 2023 | KDD | Domain-Guided Spatio-Temporal Self-Attention for Egocentric 3D Pose Estimation. | Jinman Park, Kimathi Kaai, Saad Hossain, Norikatsu Sumi, Sirisha Rambhatla, Paul W. Fieguth |
| 2022 | AAAI | I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding. | Sirisha Rambhatla, Zhengping Che, Yan Liu |
| 2021 | AMIA | DL4Burn: Burn Surgical Candidacy Prediction using Multimodal Deep Learning. | Sirisha Rambhatla, Samantha Huang, Loc Trinh, Mengfei Zhang, Boyuan Long, Mingtao Dong, Vyom Unadkat, Haig Yenikomshian, Justin Gillenwater, Yan Liu |
| 2021 | IJCAI | Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning. | Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu |
| 2021 | KDD | Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling. | Chuizheng Meng, Sirisha Rambhatla, Yan Liu |
| 2021 | WACV | Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes. | Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu |
| 2019 | ICLR | NOODL: Provable Online Dictionary Learning and Sparse Coding. | Sirisha Rambhatla, Xingguo Li, Jarvis D. Haupt |
| 2018 | ICASSP | Robust PCA via Dictionary Based Outlier Pursuit. | Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt |
| 2017 | ACSSC | Target-based hyperspectral demixing via generalized robust PCA. | Sirisha Rambhatla, Xingguo Li, Jarvis D. Haupt |
| 2013 | ACSSC | Semi-blind source separation via sparse representations and online dictionary learning. | Sirisha Rambhatla, Jarvis D. Haupt |