| 2025 | AAIM | Utilizing Large Language Models for Finding All Roots to Nonlinear Systems of Equations: Solutions, Accuracy, and Prompt Design. | Alexander Semenov, Michael J. Hirsch, Panos M. Pardalos |
| 2024 | ICONIP | On Learnable Parameters of Optimal and Suboptimal Deep Learning Models. | Ziwei Zheng, Huizhi Liang, Vclav Snsel, Vito Latora, Panos M. Pardalos, Guiseppe Nicosia, Varun Ojha |
| 2020 | ISAIM | Smart Sprayer for Precision Weed Control Using Artificial Intelligence: Comparison of Deep Learning Frameworks. | Victor Partel, Jinho Kim, Lucas Costa, Panos M. Pardalos, Yiannis Ampatzidis |
| 2013 | CEC | Biased random-key genetic algorithm for nonlinearly-constrained global optimization. | Ricardo M. A. Silva, Mauricio G. C. Resende, Panos M. Pardalos, Joao L. Faco |
| 2013 | GECCO | Biased random-key genetic algorithm for linearly-constrained global optimization. | Ricardo Martins Abreu e Silva, Mauricio G. C. Resende, Panos M. Pardalos, Joao L. Faco |
| 2012 | PPSN | Global Equilibrium Search Algorithms for Combinatorial Optimization Problems. | Oleg V. Shylo, Dmytro Korenkevych, Panos M. Pardalos |
| 2011 | COCOA | On the Two-Stage Stochastic Graph Partitioning Problem. | Neng Fan, Qipeng P. Zheng, Panos M. Pardalos |
| 2010 | BIBE | A Novel Wavelet Based Algorithm for Spike and Wave Detection in Absence Epilepsy. | Petros Xanthopoulos, Steffen Rebennack, Chang-Chia Liu, Jicong Zhang, Gregory L. Holmes, Basim M. Uthman, Panos M. Pardalos |
| 2010 | CISIS | Efficient Prediction of Protein-Protein Interactions Using Sequence Information. | Mario R. Guarracino, Adriano Nebbia, Valeria Manna, Altannar Chinchuluun, Panos M. Pardalos |
| 2010 | COCOA | Robust Optimization of Graph Partitioning and Critical Node Detection in Analyzing Networks. | Neng Fan, Panos M. Pardalos |
| 2010 | IJCCI | Prior Knowledge in Supervised Classification Models. | Panos M. Pardalos, Mario R. Guarracino |
| 2008 | SODA | Analysis of greedy approximations with nonsubmodular potential functions. | Ding-Zhu Du, Ronald L. Graham, Panos M. Pardalos, Peng-Jun Wan, Weili Wu, Wenbo Zhao |
| 2006 | AINA | A Parallel Classification Method for Genomic and Proteomic Problems. | Mario R. Guarracino, Claudio Cifarelli, Onur Seref, Panos M. Pardalos |
| 2004 | ICDM | A Comparative Study of Linear and Nonlinear Feature Extraction Methods. | Cheong Hee Park, Haesun Park, Panos M. Pardalos |
| 2004 | MASS | A reliable virtual backbone scheme in mobile ad-hoc networks. | Manki Min, Feng Wang, Ding-Zhu Du, Panos M. Pardalos |
| 2002 | SAC | Finding maximum independent sets in graphs arising from coding theory. | Sergiy Butenko, Panos M. Pardalos, Ivan Sergienko, Vladimir Shylo, Petro Stetsyuk |
| 2000 | EuroPar | A Parallel Implementation of a Potential Reduction Algorithm for Box-Constrained Quadratic Programming. | Marco D'Apuzzo, Marina Marino, Panos M. Pardalos, Gerardo Toraldo |
| 1995 | COCOON | An Exact Branch and Bound Algorithm for the Steiner Problem in Graphs. | B. N. Khoury, Panos M. Pardalos |
| 1992 | IPCO | A Polynomial Time Dual Algorithm for the Euclidean Multifacility Location Problem. | Guoliang Xue, J. Ben Rosen, Panos M. Pardalos |
| 1989 | SC | A parallel algorithm for the quadratic assignment problem. | Panos M. Pardalos, James V. Crouse |