| 2025 | ICCV | The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models. | Laura Niss, Kevin Vogt-Lowell, Theodoros Tsiligkaridis |
| 2025 | ICLR | Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap. | Christopher Liao, Christian So, Theodoros Tsiligkaridis, Brian Kulis |
| 2025 | ICLR | Is Large-scale Pretraining the Secret to Good Domain Generalization? | Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Bryan A. Plummer, Kate Saenko |
| 2025 | WACV | ERM++: An Improved Baseline for Domain Generalization. | Piotr Teterwak, Kuniaki Saito, Theodoros Tsiligkaridis, Kate Saenko, Bryan A. Plummer |
| 2025 | WACV | Image-Caption Encoding for Improving Zero-Shot Generalization. | Eric Yang Yu, Christopher Liao, Sathvik Ravi, Theodoros Tsiligkaridis, Brian Kulis |
| 2024 | CVPR | Descriptor and Word Soups Q: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning. | Christopher Liao, Theodoros Tsiligkaridis, Brian Kulis |
| 2023 | ICML | Domain Adaptation for Time Series Under Feature and Label Shifts. | Huan He, Owen Queen, Teddy Koker, Consuelo Cuevas, Theodoros Tsiligkaridis, Marinka Zitnik |
| 2023 | ICML | Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization. | Christopher Liao, Theodoros Tsiligkaridis, Brian Kulis |
| 2023 | IJCNN | Diverse Gaussian Noise Consistency Regularization for Robustness and Uncertainty Calibration. | Theodoros Tsiligkaridis, Athanasios Tsiligkaridis |
| 2022 | CVPR | Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training. | Theodoros Tsiligkaridis, Jay Roberts |
| 2022 | ICLR | Graph-Guided Network for Irregularly Sampled Multivariate Time Series. | Xiang Zhang, Marko Zeman, Theodoros Tsiligkaridis, Marinka Zitnik |
| 2021 | ICASSP | Failure Prediction by Confidence Estimation of Uncertainty-Aware Dirichlet Networks. | Theodoros Tsiligkaridis |
| 2020 | AIME | A Multi-task LSTM Framework for Improved Early Sepsis Prediction. | Theodoros Tsiligkaridis, Jennifer Sloboda |
| 2017 | ICASSP | Distributed probabilistic bisection search using social learning. | Athanasios Tsiligkaridis, Theodoros Tsiligkaridis |
| 2017 | WCNC | Performance Bounds on the Security of Transform-Based Analog Encryption. | Theodoros Tsiligkaridis |
| 2016 | ISIT | Asynchronous decentralized algorithms for the noisy 20 questions problem. | Theodoros Tsiligkaridis |
| 2015 | WCNC | Optimal communication jamming rate tradeoff for MIMO communications. | Theodoros Tsiligkaridis, Keith W. Forsythe, David W. Browne |
| 2013 | ICASSP | A collaborative 20 questions model for target search with human-machine interaction. | Theodoros Tsiligkaridis, Brian M. Sadler, Alfred O. Hero III |
| 2013 | ISIT | Low separation rank covariance estimation using Kronecker product expansions. | Theodoros Tsiligkaridis, Alfred O. Hero III |
| 2012 | ICASSP | Sparse covariance estimation under Kronecker product structure. | Theodoros Tsiligkaridis, Alfred O. Hero III |