| 2026 | AAAI | A Fast Heuristic Search Approach for Energy-Optimal Profile Routing for Electric Vehicles. | Saman Ahmadi, Mahdi Jalili |
| 2026 | AAAI | Learning Network Dismantling Without Handcrafted Inputs. | Haozhe Tian, Pietro Ferraro, Robert N. Shorten, Mahdi Jalili, Homayoun Hamedmoghadam |
| 2026 | WWW | AC$ | Kamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Parham Moradi, Mahdi Jalili |
| 2026 | SIGIR | Retrieval-Augmented Contrastive Learning for Dynamic Graph Anomaly Detection. | Kamal Berahmand, Saman Forouzandeh, Mehrnoush Mohammadi, Mahdi Jalili |
| 2026 | SIGIR | Task-Adaptive Retrieval over Agentic Multi-Modal Web Histories via Learned Graph Memory. | Saman Forouzandeh, Kamal Berahmand, Mahdi Jalili |
| 2025 | AAAI | Resource Constrained Pathfinding with Enhanced Bidirectional A* Search. | Saman Ahmadi, Andrea Raith, Guido Tack, Mahdi Jalili |
| 2025 | CIKM | Recommender Systems for Sustainable Development through Responsible Nudging. | Mehrdad Rostami, Alexander Felfernig, Wolfgang Wrndl, Mourad Oussalah, Avishek Anand, Mahdi Jalili, Ashmi Banerjee |
| 2025 | ESA | A Fast and Simple Algorithm for the Resource Constrained Shortest Path Problem. | Saman Ahmadi, Andrea Raith, Mahdi Jalili |
| 2025 | ICAPS | Parallelizing Multi-objective A* Search. | Saman Ahmadi, Nathan R. Sturtevant, Andrea Raith, Daniel Harabor, Mahdi Jalili |
| 2025 | ICDM | OA | Kamal Berahmand, Razieh Sheikhpour, Farid Saberi-Movahed, Mahdi Jalili |
| 2025 | ICLR | DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks. | Saman Forouzandeh, Parham Moradi, Mahdi Jalili |
| 2025 | ICML | SHARP-Distill: A 68 Faster Recommender System with Hypergraph Neural Networks and Language Models. | Saman Forouzandeh, Parham Moradi, Mahdi Jalili |
| 2025 | IECON | A novel approach for flexibility market management using coordination of electric vehicles and battery systems. | Mohammad Hassan Nikkhah, Mousa Alizadeh, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu |
| 2025 | IECON | Multi-Objective EV Aggregator Profit and Voltage Deviation Optimization in Day-ahead Market. | Abu Zar, Syed Muhammad Nawazish Ali, Ali Moradi Amani, Mahdi Jalili |
| 2024 | GECCO | Many-Objective Evolutionary Optimization using Density Peaks Scoring Selection Strategy. | Siamak Ghodsi, Sahar Tahmasebi, Mahdi Jalili, Parham Moradi |
| 2024 | GECCO | Decomposition and Clustering-Based Many-Objective Optimization for Multi-Label Feature Selection. | Somayeh Kanani, Parham Moradi, Mahdi Jalili |
| 2024 | ICAPS | Exact Multi-objective Path Finding with Negative Weights. | Saman Ahmadi, Nathan R. Sturtevant, Daniel Harabor, Mahdi Jalili |
| 2024 | ICDM | An Explainable Recommender System by Integrating Graph Neural Networks and User Reviews. | Sahar Batmani, Parham Moradi, Narges Heidari, Mahdi Jalili |
| 2024 | ICDM | Unsupervised Graph-Based Anomaly Detection Using Variational Autoencoder. | Zeinab Sadat Sadrolhefazi, Hadi Zare, Seyyed Amir Asghari, Parham Moradi, Mahdi Jalili |
| 2024 | IJCNN | Clustering-based Multitasking Deep Neural Network for Solar Photovoltaics Power Generation Prediction. | Hui Song, Zheng Miao, Ali Babalhavaeji, Saman Mehrnia, Mahdi Jalili, Xinghuo Yu |
| 2024 | INDIN | Artificial Neural Network for Disaggregation of Behind-the-Meter Energy Consumption and Generation. | Nameer Al Khafaf, Brendan P. McGrath, Syed Muhammad Nawazish Ali, Mahdi Jalili |
| 2024 | IECON | Finding Most Influential Distributed Generators for Microgrids Control with Switching Communication Networks. | Guangrui Zhang, Zhiyi Chen, Zhaohui Liu, Xinghuo Yu, Mahdi Jalili |
| 2023 | IECON | Multi-Objective Electric Vehicle Charge Scheduling Using Incentive-Based Compensation Mechanism to Increase Vehicle-to-Grid Participation. | Saman Mehrnia, Hui Song, Nameer Al Khafaf, Mahdi Jalili, Brendan P. McGrath, Lasantha Meegahapola |
| 2022 | INDIN | Control of Battery Storage Systems in Residential Grids: Model-based vs. Data-Driven Approaches. | Samaneh Sadat Sajjadi, Najmeh Bazmohammadi, Ali Moradi Amani, Mahdi Jalili, Josep M. Guerrero, Xinghuo Yu |
| 2020 | IJCAI | Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks. | Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller |
| 2019 | ACML | Self-Paced Multi-Label Learning with Diversity. | Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian Tab, Mahdi Jalili, Parham Moradi |
| 2019 | EANN | A Probabilistic Graph-Based Method to Improve Recommender System Accuracy. | Nima Joorabloo, Mahdi Jalili, Yongli Ren |
| 2019 | EANN | Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting. | Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski |
| 2019 | IC3K | A New Temporal Recommendation System based on Users' Similarity Prediction. | Nima Joorabloo, Mahdi Jalili, Yongli Ren |
| 2018 | INDIN | Demand Response Planning Tool using Markov Decision Process. | Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski |
| 2018 | ISCAS | A New Metric to Find the Most Vulnerable Node in Complex Networks. | Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu, Lewi Stone |
| 2018 | ISCAS | Robust Pinning Synchronization of Complex Network with Non-linear Coupling using Switching Control. | Jyoti Prakash Mishra, Mahdi Jalili, Xinghuo Yu |
| 2017 | ICDM | Statistical Link Label Modeling for Sign Prediction: Smoothing Sparsity by Joining Local and Global Information. | Amin Javari, Hongxiang Qiu, Elham Barzegaran, Mahdi Jalili, Kevin Chen-Chuan Chang |
| 2017 | IECON | Performance recovery of undirected formations subject to failures in communication links. | Ali Moradi Amani, Guanrong Chen, Mahdi Jalili, Xinghuo Yu |
| 2017 | IECON | Enhancing stability of cooperative secondary frequency control by link rewiring. | Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu |
| 2017 | IECON | Selective load reduction in power grids in order to minimise the effects of cascade failures. | Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu |
| 2017 | IECON | Cascade PI-continuous second-order sliding mode control for induction motor. | Jyoti Prakash Mishra, Liuping Wang, Yuankang Zhu, Xinghuo Yu, Mahdi Jalili |
| 2016 | ISCAS | A novel optimization method based on opinion formation in complex networks. | Homayoun Hamed Moghadam Rafati, Mahdi Jalili, Xinghuo Yu |
| 2016 | IECON | Roles of node dynamics and data network structure on cooperative secondary control of distributed power grids. | Nozhatalzaman Gaeini, Ali Moradi Amani, Mahdi Jalili, Xinghuo Yu |
| 2016 | IECON | Analysis of cascaded failures in power networks using maximum flow based complex network approach. | Ryan Ghanbari, Mahdi Jalili, Xinghuo Yu |
| 2016 | IECON | On fast terminal sliding-mode control design for higher order systems. | Jyoti Prakash Mishra, Xinghuo Yu, Mahdi Jalili, Yong Feng |
| 2015 | RecSys | Purchase Prediction and Item Suggestion based on HTTP sessions in absence of User Information. | Pouya Esmailian, Mahdi Jalili |
| 2010 | AINA | A Graph Weighting Method for Reducing Consensus Time in Random Geographical Networks. | Mahdi Jalili |
| 2009 | INDIN | Rewirings based on the eigenvectors of the Laplacian matrix for enhancing synchronizability of dynamical networks. | Mahdi Jalili, Ali Ajdari Rad |
| 2008 | ISCAS | Reducing synchronization cost in weighted dynamical networks using betweenness centrality measures. | Mahdi Jalili, Ali Ajdari Rad, Martin Hasler |
| 2008 | ISCAS | Reservoir optimization in recurrent neural networks using kronecker kernels. | Ali Ajdari Rad, Mahdi Jalili, Martin Hasler |