| 2026 | WSDM | Cold-Start Active Correlation Clustering. | Linus Aronsson, Han Wu, Morteza Haghir Chehreghani |
| 2025 | ICDM | Information-Theoretic Active Correlation Clustering. | Linus Aronsson, Morteza Haghir Chehreghani |
| 2025 | ICLR | Bayesian Analysis of Combinatorial Gaussian Process Bandits. | Jack Sandberg, Niklas kerblom, Morteza Haghir Chehreghani |
| 2025 | IJCAI | Diversity-Aware Reinforcement Learning for de novo Drug Design. | Hampus Gummesson Svensson, Christian Tyrchan, Ola Engkvist, Morteza Haghir Chehreghani |
| 2024 | CIKM | A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification. | Fazeleh Sadat Hoseini, Niklas kerblom, Morteza Haghir Chehreghani |
| 2024 | CVPR | Hierarchical Correlation Clustering and Tree Preserving Embedding. | Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani |
| 2023 | ICML | Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework. | Arman Rahbar, Ashkan Panahi, Morteza Haghir Chehreghani, Devdatt P. Dubhashi, Hamid Krim |
| 2023 | IJCAI | Efficient Online Decision Tree Learning with Active Feature Acquisition. | Arman Rahbar, Ziyu Ye, Yuxin Chen, Morteza Haghir Chehreghani |
| 2022 | CIKM | Efficient Optimization of Dominant Set Clustering with Frank-Wolfe Algorithms. | Carl Johnell, Morteza Haghir Chehreghani |
| 2022 | CIKM | Analysis of Knowledge Transfer in Kernel Regime. | Ashkan Panahi, Arman Rahbar, Chiranjib Bhattacharyya, Devdatt P. Dubhashi, Morteza Haghir Chehreghani |
| 2022 | PAKDD | Memory-Efficient Minimax Distance Measures. | Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani |
| 2022 | PROFES | TEP-GNN: Accurate Execution Time Prediction of Functional Tests Using Graph Neural Networks. | Hazem Peter Samoaa, Antonio Longa, Mazen Mohamad, Morteza Haghir Chehreghani, Philipp Leitner |
| 2021 | IJCNN | Reliable Agglomerative Clustering. | Morteza Haghir Chehreghani |
| 2020 | IJCAI | An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles. | Niklas kerblom, Yuxin Chen, Morteza Haghir Chehreghani |
| 2019 | AAAI | A Non-Convex Optimization Approach to Correlation Clustering. | Erik Thiel, Morteza Haghir Chehreghani, Devdatt P. Dubhashi |
| 2018 | ECIR | Efficient Context-Aware K-Nearest Neighbor Search. | Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani |
| 2017 | AAAI | Classification with Minimax Distance Measures. | Morteza Haghir Chehreghani |
| 2017 | ECIR | Feature-Oriented Analysis of User Profile Completion Problem. | Morteza Haghir Chehreghani |
| 2017 | ICDM | Clustering by Shift. | Morteza Haghir Chehreghani |
| 2017 | ICDM | Efficient Computation of Pairwise Minimax Distance Measures. | Morteza Haghir Chehreghani |
| 2017 | UAI | Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting. | Yuxin Chen, Jean-Michel Renders, Morteza Haghir Chehreghani, Andreas Krause |
| 2016 | UAI | Modeling Transitivity in Complex Networks. | Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani |
| 2016 | SDM | K-Nearest Neighbor Search and Outlier Detection via Minimax Distances. | Morteza Haghir Chehreghani |
| 2012 | ISIT | The information content in sorting algorithms. | Ludwig M. Busse, Morteza Haghir Chehreghani, Joachim M. Buhmann |
| 2007 | ADMA | H-BayesClust: A New Hierarchical Clustering Based on Bayesian Networks. | Morteza Haghir Chehreghani, Hassan Abolhassani |
| 2007 | CIDM | Mining Maximal Embedded Unordered Tree Patterns. | Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas, Morteza Haghir Chehreghani |
| 2007 | CIDM | Clustering Rooted Ordered Trees. | Mostafa Haghir Chehreghani, Masoud Rahgozar, Caro Lucas, Morteza Haghir Chehreghani |