Publications

Selected items aligned with my CV; see Google Scholar for the full list.

Journal Articles

• A Dynamically Nonmonotone Trust Region Algorithm Based on Scalar Estimations of the Hessian with Application to Binary Classification with Outliers
  Z. Aminifard, S. Babaie-Kafaki, Z. Saeidian, A. Mousavi
  Journal of Computational and Applied Mathematics, Article 117998, 2026.
• E-CaTCH: Event-Centric Cross-Modal Attention with Temporal Consistency and Class-Imbalance Handling for Misinformation Detection
  A. Mousavi, Y. Abdollahinejad, R. Corizzo, N. Japkowicz, Z. Boukouvalas
  IEEE Transactions on Computational Social Systems, pp. 1–14, 2026.
• Quadratic Surface Twin Support Vector Machine for Imbalanced Data
  H. Moosaei, M. Hladík, A. Mousavi, Z. Gao, H. Fu
  International Journal of Machine Learning and Cybernetics 17(5), 250, 2026.
• Systematic Literature Review of Machine Learning Methods for Emotion Recognition Using EEG and Physiological Signals in Healthcare
  Y. Abdollahinejad, S. M. Reza, B. Ashwini, A. Mousavi
  IEEE Access, 2026.
• EMO-CARE: EEG Multi-Scale Temporal Modeling with Channel-Aware Feature Attention for Robust Subject-Independent Emotion Recognition
  Y. Abdollahinejad, A. Mousavi, P. Siaplaouras, Z. Boukouvalas, R. Corizzo
  IEEE Open Journal of the Computer Society, 2026.
• Sparse Extended Mean-Variance-CVaR Portfolios with Short-Selling
  A. Mousavi, M. Salahi, Z. Boukouvalas
  Japan Journal of Industrial and Applied Mathematics 43(1), 12, 2026.
• A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming
  P. Nazari, A. Mousavi, D. Ataee Tarzanagh, G. Michailidis
  Automatica 173, 112039, 2025.
• Cardinality Constrained Mean-Variance Portfolios: A Penalty Decomposition Algorithm
  A. Mousavi, G. Michailidis
  Computational Optimization and Applications, 2025.
• Statistical Proxy Based Mean-Reverting Portfolios with Sparsity and Volatility Constraints
  A. Mousavi, G. Michailidis
  International Transactions in Operational Research 32(6), 3848–3869, 2025.
• The Hyper-Zagreb Index of Trees and Unicyclic Graphs
  H. Rezapour, R. Nasiri, A. Mousavi
  Iranian Journal of Mathematical Sciences and Informatics 18(1), 41–54, 2023.
• Sparse ℓ₁-Norm Quadratic Surface Support Vector Machine with Universum Data
  H. Moosaei, A. Mousavi, M. Hladík, Z. Gao
  Soft Computing 27(9), 5567–5586, 2023.
• A Penalty Decomposition Algorithm with Greedy Improvement for Mean-Reverting Portfolios with Sparsity and Volatility Constraints
  A. Mousavi, J. Shen
  International Transactions in Operational Research 30(5), 2415–2435, 2023.
• Quadratic Surface Support Vector Machine with ℓ₁ Norm Regularization
  A. Mousavi, Z. Gao, L. Han, A. Lim
  Journal of Industrial and Management Optimization 18(3), 1835–1861, 2022.
• Density Estimation Using Entropy Maximization for Semi-Continuous Data
  S. K. Popuri, N. K. Neerchal, A. Mehta, A. Mousavi
  Digital Signal Processing 116, 103107, 2021.
• A Survey on Compressive Sensing: Classical Results and Recent Advancements
  A. Mousavi, M. Rezaee, R. Ayanzadeh
  Journal of Mathematical Modeling 8(3), 309–344, 2020.
• Solution Uniqueness of Convex Piecewise Affine Functions Based Optimization with Applications to Constrained ℓ₁ Minimization
  A. Mousavi, J. Shen
  ESAIM: Control, Optimisation and Calculus of Variations 25, 56, 2019.
• Least Sparsity of p-Norm Based Optimization Problems with p > 1
  J. Shen, A. Mousavi
  SIAM Journal on Optimization 28(3), 2721–2751, 2018.

Conference Papers

• Event-Based Multi-Modal Fusion for Online Misinformation Detection in High-Impact Events
  J. Rajabi, S. Okechukwu, A. Mousavi, R. Corizzo, C. C. Cavalcante, Z. Boukouvalas
  Proceedings of the IEEE International Conference on Big Data, pp. 3301–3308, 2024.

Preprints

Manuscripts with a public preprint or open-access link (for example arXiv, SSRN, or OpenReview).

• The Rank-Collapse Principle for Quadratic Optimization
  M. Soltanalian, A. Mousavi
  arXiv:2608.07828, 2026.
• Weaver: A Hybrid Quantum-Classical Optimization Method for Binary Compressive Sensing under Matrix Uncertainty
  K. Jayathilake, A. Mousavi, R. Ayanzadeh
  Submitted to AAAI 2027, July 2026.
• An Ensemble Learning Approach Based on Random Sparse Quadratic Twin Parametric-Margin SVMs
  P. Yang, J. Luo, A. Mousavi, R. Corizzo, Z. Gao
  SSRN 7022004, 2026 (submitted to Knowledge-Based Systems, June 2026).
• BLADE: Bilevel Low-Rank Augmented-Lagrangian Erasure for LLM Unlearning
  Md Toufikuzzaman, A. Mousavi, D. Lee
  Submitted to EMNLP 2026 via ACL ARR 2026 May, 2026.
• MOMENTA: Mixture-of-Experts over Multimodal Embeddings with Neural Temporal Aggregation for Misinformation Detection
  Y. Abdollahinejad, A. Mousavi, N. Hassan, K. Shu, N. Japkowicz, S. Khosravi, A. Karami
  arXiv:2604.16172, 2026 (under review at Information Fusion).
• An Efficient Penalty Decomposition Algorithm for Minimization over Sparse Symmetric Sets
  A. Mousavi, M. Kimiaei, S. Babaie-Kafaki, V. Kungurtsev
  arXiv:2601.12383, 2026 (under review at Mathematical Programming Computation).
• ℓ₀-Regularized Quadratic Surface Support Vector Machines
  A. Mousavi, R. Zandvakili, Z. Gao
  arXiv:2501.11268, 2025.
• Enigma: Application-Layer Privacy for Quantum Optimization on Untrusted Computers
  R. Ayanzadeh, A. Mousavi, A. Basareh, N. Alavisamani, K. Taram
  arXiv:2311.13546, 2023.
• Exact Support and Vector Recovery of Constrained Sparse Vectors via Constrained Matching Pursuit
  J. Shen, A. Mousavi
  arXiv:1903.07236, 2019.
• Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty
  R. Ayanzadeh, A. Mousavi, M. Halem, T. Finin
  arXiv:1901.00088, 2019.

Working Papers

Manuscripts known to me and collaborators that are not yet posted on a public preprint or open-access website. Public versions will move to Preprints when available.

• CAM-Soft: Scalable Multimodal Fusion for Soft Hate Speech Detection via Camouflaged-Implicature Modeling and Counterfactual Invariance
  A. S. Kumar, Y. Abdollahinejad, S. Khosravi, M. Alikhani, H. Talebighadikolahi, A. Mousavi
  Working paper (intended for IEEE BigData).
• Physics-Conditioned Attention Bias and Retrieval-Augmented Correction for Next-Day Wildfire Spread Prediction
  M. Esparza, A. Ayanzadeh, A. Mousavi, A. Mostafavi
  Working paper.
• MURAL: Multimodal Uncertainty-Aware Recommendation via Adaptive Edge Learning
  A. Mousavi^*, M. Alikhani^*, Y.-C. Lee, R. Corizzo, Y. Abdollahinejad
  In revision for conference submission (earlier version declined at RecSys 2026).
  ^*Equal contribution.

Book

• Hassan Rezapour and Ahmad Mousavi. Probability and Statistics (a comprehensive book for M.S. nationwide examination in economics and management fields), Sobhan-e Mehr Publication, 2013 (in Farsi).