| 2025 | IC3K | From Observations to Causations: A GNN-Based Probabilistic Prediction Framework for Causal Discovery. | Rezaur Rashid, Gabriel Terejanu |
| 2025 | ICPRAM | CGLearn: Consistent Gradient-Based Learning for Out-of-Distribution Generalization. | Jawad Chowdhury, Gabriel Terejanu |
| 2024 | ICMLA | Quantifying Influencer Impact on Affective Polarization. | Rezaur Rashid, Joshua Melton, Ouldouz Ghorbani, Siddharth Krishnan, Shannon Reid, Gabriel Terejanu |
| 2023 | DSAA | Causal Feature Selection: Methods and a Novel Causal Metric Evaluation Framework. | Rezaur Rashid, Jawad Chowdhury, Gabriel Terejanu |
| 2023 | ICMLA | CD- NOTEARS: Concept Driven Causal Structure Learning Using NOTEARS. | Jawad Chowdhury, Gabriel Terejanu |
| 2023 | ICPRAM | Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS. | Jawad Chowdhury, Rezaur Rashid, Gabriel Terejanu |
| 2023 | ICPRAM | Machine Fault Classification Using Hamiltonian Neural Networks. | Jeremy Shen, Jawad Chowdhury, Sourav Banerjee, Gabriel Terejanu |
| 2022 | ICMLA | From Causal Pairs to Causal Graphs. | Rezaur Rashid, Jawad Chowdhury, Gabriel Terejanu |
| 2019 | ICASSP | ENLLVM: Ensemble Based Nonlinear Bayesian Filtering Using Linear Latent Variable Models. | Xiao Lin, Gabriel Terejanu |
| 2019 | IJCNN | Approximate Bayesian Neural Network Trained with Ensemble Kalman Filter. | Chao Chen, Xiao Lin, Yuan Huang, Gabriel Terejanu |
| 2018 | ICPR | An Approximate Bayesian Long Short- Term Memory Algorithm for Outlier Detection. | Chao Chen, Xiao Lin, Gabriel Terejanu |
| 2015 | FUSION | Active data collection for inadequate models. | Gabriel Terejanu |
| 2010 | FUSION | Approximate propagation of both epistemic and aleatory uncertainty through dynamic systems. | Gabriel Terejanu, Puneet Singla, Tarunraj Singh, Peter D. Scott |
| 2009 | FUSION | Decision based uncertainty propagation using adaptive Gaussian mixtures. | Gabriel Terejanu, Puneet Singla, Tarunraj Singh, Peter D. Scott |
| 2008 | FUSION | A novel Gaussian Sum Filter Method for accurate solution to the nonlinear filtering problem. | Gabriel Terejanu, Puneet Singla, Tarunraj Singh, Peter D. Scott |
| 2007 | FUSION | Unscented Kalman Filter/Smoother for a CBRN puff-based dispersion model. | Gabriel Terejanu, Tarunraj Singh, Peter D. Scott |