| 2025 | AAAI | Online and Streaming Algorithms for Constrained k-Submodular Maximization. | Fabian Christian Spaeh, Alina Ene, Huy L. Nguyen |
| 2025 | ICML | Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures. | Alina Ene, Alessandro Epasto, Vahab Mirrokni, Hoai-An Nguyen, Huy L. Nguyen, David P. Woodruff, Peilin Zhong |
| 2024 | ICML | Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems. | Ta Duy Nguyen, Alina Ene |
| 2023 | ICLR | On the Convergence of AdaGrad(Norm) on ℝ | Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen |
| 2023 | ICML | High Probability Convergence of Stochastic Gradient Methods. | Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy L. Nguyen |
| 2022 | AAAI | Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence. | Alina Ene, Huy Le Nguyen |
| 2022 | ICML | Streaming Algorithm for Monotone k-Submodular Maximization with Cardinality Constraints. | Alina Ene, Huy L. Nguyen |
| 2022 | ICML | Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. | Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen |
| 2021 | AAAI | Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities. | Alina Ene, Huy L. Nguyen, Adrian Vladu |
| 2021 | AAAI | Projection-Free Bandit Optimization with Privacy Guarantees. | Alina Ene, Huy L. Nguyen, Adrian Vladu |
| 2021 | KDD | An Efficient Framework for Balancing Submodularity and Cost. | Sofia Maria Nikolakaki, Alina Ene, Evimaria Terzi |
| 2020 | ICALP | Optimal Streaming Algorithms for Submodular Maximization with Cardinality Constraints. | Naor Alaluf, Alina Ene, Moran Feldman, Huy L. Nguyen, Andrew Suh |
| 2020 | ICML | Parallel Algorithm for Non-Monotone DR-Submodular Maximization. | Alina Ene, Huy L. Nguyen |
| 2019 | ICALP | A Nearly-Linear Time Algorithm for Submodular Maximization with a Knapsack Constraint. | Alina Ene, Huy L. Nguyen |
| 2019 | ICALP | Towards Nearly-Linear Time Algorithms for Submodular Maximization with a Matroid Constraint. | Alina Ene, Huy L. Nguyen |
| 2019 | ICML | Improved Convergence for $\ell_1$ and $\ell_∞$ Regression via Iteratively Reweighted Least Squares. | Alina Ene, Adrian Vladu |
| 2019 | SODA | Submodular Maximization with Nearly-optimal Approximation and Adaptivity in Nearly-linear Time. | Alina Ene, Huy L. Nguyen |
| 2019 | STOC | Submodular maximization with matroid and packing constraints in parallel. | Alina Ene, Huy L. Nguyen, Adrian Vladu |
| 2018 | WWW | Mining Tours and Paths in Activity Networks. | Sofia Maria Nikolakaki, Charalampos Mavroforakis, Alina Ene, Evimaria Terzi |
| 2016 | FOCS | A New Framework for Distributed Submodular Maximization. | Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward |
| 2016 | FOCS | On Approximating Maximum Independent Set of Rectangles. | Julia Chuzhoy, Alina Ene |
| 2016 | FOCS | Constrained Submodular Maximization: Beyond 1/e. | Alina Ene, Huy L. Nguyen |
| 2016 | ICALP | Constant Congestion Routing of Symmetric Demands in Planar Directed Graphs. | Chandra Chekuri, Alina Ene, Marcin Pilipczuk |
| 2016 | IPCO | Submodular Unsplittable Flow on Trees. | Anna Adamaszek, Parinya Chalermsook, Alina Ene, Andreas Wiese |
| 2016 | STOC | Routing under balance. | Alina Ene, Gary L. Miller, Jakub Pachocki, Aaron Sidford |
| 2015 | FOCS | Online Buy-at-Bulk Network Design. | Alina Ene, Deeparnab Chakrabarty, Ravishankar Krishnaswamy, Debmalya Panigrahi |
| 2015 | ICML | The Power of Randomization: Distributed Submodular Maximization on Massive Datasets. | Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward |
| 2015 | ICML | Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions. | Alina Ene, Huy L. Nguyen |
| 2015 | IV | Examining User Experiences through a Multimodal BCI Puzzle Game. | Fotis Liarokapis, Athanasios Vourvopoulos, Alina Ene |
| 2014 | ESA | From Graph to Hypergraph Multiway Partition: Is the Single Threshold the Only Route? | Alina Ene, Huy L. Nguyn |
| 2014 | IPCO | The All-or-Nothing Flow Problem in Directed Graphs with Symmetric Demand Pairs. | Chandra Chekuri, Alina Ene |
| 2014 | STOC | Improved approximation algorithms for degree-bounded network design problems with node connectivity requirements. | Alina Ene, Ali Vakilian |
| 2013 | SODA | Poly-logarithmic Approximation for Maximum Node Disjoint Paths with Constant Congestion. | Chandra Chekuri, Alina Ene |
| 2013 | SODA | Local Distribution and the Symmetry Gap: Approximability of Multiway Partitioning Problems. | Alina Ene, Jan Vondrk, Yi Wu |
| 2012 | ICALP | Node-Weighted Network Design in Planar and Minor-Closed Families of Graphs. | Chandra Chekuri, Alina Ene, Ali Vakilian |
| 2012 | STOC | Approximation algorithms and hardness of integral concurrent flow. | Parinya Chalermsook, Julia Chuzhoy, Alina Ene, Shi Li |
| 2011 | FOCS | Approximation Algorithms for Submodular Multiway Partition. | Chandra Chekuri, Alina Ene |
| 2011 | ICALP | Submodular Cost Allocation Problem and Applications. | Chandra Chekuri, Alina Ene |
| 2011 | KDD | Fast clustering using MapReduce. | Alina Ene, Sungjin Im, Benjamin Moseley |
| 2011 | SODA | Prize-collecting Steiner Problems on Planar Graphs. | MohammadHossein Bateni, Chandra Chekuri, Alina Ene, Mohammad Taghi Hajiaghayi, Nitish Korula, Dniel Marx |
| 2008 | SACMAT | Fast exact and heuristic methods for role minimization problems. | Alina Ene, William G. Horne, Nikola Milosavljevic, Prasad Rao, Robert Schreiber, Robert Endre Tarjan |