Research
Recent Faculty Publications
Selected Publications of IMSE Faculty 2022-2023
G Dunn, E Stojanovski, B Lamichhane, Hadi Charkhgard, A Eshragh, 鈥淢odified dynamic programming algorithms for order picking in single-block and two-block rectangular warehouses,鈥 arXiv preprint, arXiv:2601.10952 (2026).
G Dunn, E Stojanovski, B Lamichhane, Hadi Charkhgard, A Eshragh, 鈥淪trict elimination of double traversals in outer subaisles and two-block rectangular warehouses,鈥 arXiv preprint, arXiv:2512.08235 (2025).
G Dunn, Hadi Charkhgard, A Eshragh, E Stojanovski, 鈥淒ouble traversals in optimal picker routes for warehouses with multiple blocks,鈥 Operations Research Letters, Article 107397 (2025). DOI: 10.1016/j.orl.2025.107397
S Mahmoudinazlou, A Sobhanan, Hadi Charkhgard, A Eshragh, G Dunn, 鈥淒eep reinforcement learning for dynamic order picking in warehouse operations,鈥 Computers & Operations Research, Volume 182, Article 107112 (2025). DOI: 10.1016/j.cor.2025.107112
A Sobhanan, Hadi Charkhgard, C Kwon, 鈥淎rc routing problems with multiple trucks and drones: A hybrid genetic algorithm,鈥 arXiv preprint, arXiv:2508.18105 (2025).
A Khanal, Hadi Charkhgard, 鈥淎 criterion space search feasibility pump heuristic for solving maximum multiplicative programs,鈥 Discrete Optimization, Volume 57, Article 100903 (2025). DOI: 10.1016/j.disopt.2025.100903
G Dunn, E Stojanovski, B Lamichhane, Hadi Charkhgard, A Eshragh, 鈥淒eterministic structure of vertical configurations in minimal picker tours for rectangular warehouses,鈥 arXiv preprint, arXiv:2508.00365 (2025).
V Mahmoodian, Hadi Charkhgard, I Dayarian, 鈥淓quitable workload allocation in vehicle routing problem with heterogeneous drivers,鈥 Production and Operations Management, Volume 34, Issue 7, Pages 1875鈥1900 (2025). DOI: 10.1111/poms.12773
A Khanal, OM Tarabih, ME Arias, Q Zhang, Hadi Charkhgard, 鈥淎quaNutriOpt II: A multi-period bi-objective nutrient optimization Python tool for controlling harmful algal blooms鈥擜 case study of Lake Okeechobee,鈥 Environmental Modelling & Software, Volume 188, Article 106428 (2025). DOI: 10.1016/j.envsoft.2025.106428
C Ye, J Gao, M Nachabe, Hadi Charkhgard, Y Zhang, Q Zhang, 鈥淥ptimization of green and grey infrastructure for performance enhancement of urban drainage system under future conditions,鈥 Journal of Environmental Management, Volume 376, Article 124518 (2025). DOI: 10.1016/j.jenvman.2025.124518
Hadi Charkhgard, HR Moghaddam, A Eshragh, S Mahmoudinazlou, 鈥淪olving hard bi-objective knapsack problems using deep reinforcement learning,鈥 Discrete Optimization, Volume 55, Article 100879 (2025). DOI: 10.1016/j.disopt.2025.100879
Hadi Charkhgard, J Park, C Kwon, 鈥淪pecial issue on advances in computational optimization and their modern applications,鈥 Optimization Letters, Volume 18, Issue 9, Pages 1961鈥1962 (2024). DOI: 10.1007/s11590-024-02007-1
A Sierra-Altamiranda, Hadi Charkhgard, I Dayarian, A Eshragh, S Javadi, 鈥淟earning to project in a criterion space search algorithm: An application to multi-objective binary linear programming,鈥 Optimization Letters, Volume 18, Issue 9, Pages 2051鈥2078 (2024). DOI: 10.1007/s11590-024-02032-0
G Dunn, Hadi Charkhgard, A Eshragh, E Stojanovski, 鈥淎 modified algorithm for optimal picker routing in a single block warehouse,鈥 arXiv preprint, arXiv:2409.13219 (2024).
Hadi Charkhgard, PG Saghand, 鈥淔luency map optimization in intensity-modulated radiation therapy,鈥 US Patent 12,059,578 (2024).
A Sobhanan, Hadi Charkhgard, I Dayarian, 鈥淓quity-driven workload allocation for crowdsourced last-mile delivery,鈥 (2024).
A Sobhanan, S Mahmoudinazlou, Hadi Charkhgard, C Kwon, 鈥淎 branch-and-price algorithm for emergency humanitarian logistics with a mixed truck-drone fleet,鈥 Proceedings of the IISE Annual Conference & Expo (2024).
A Khanal, V Mahmoodian, OM Tarabih, J Hua, ME Arias, Q Zhang, Hadi Charkhgard, 鈥淎quaNutriOpt: Optimizing nutrients for controlling harmful algal blooms in Python鈥擜 case study of Lake Okeechobee,鈥 Environmental Modelling & Software, Volume 176, Article 106025 (2024). DOI: 10.1016/j.envsoft.2024.106025
OM Tarabih, ME Arias, AL Santos, J Hua, RZ Cooper, A Khanal, TD Dang, Hadi Charkhgard, 鈥淓ffects of the spatial distribution of best management practices for watershed-wide nutrient load reduction,鈥 Ecological Engineering, Volume 201, Article 107211 (2024). DOI: 10.1016/j.ecoleng.2024.107211
G Dunn, Hadi Charkhgard, A Eshragh, S Mahmoudinazlou, E Stojanovski, 鈥淒eep reinforcement learning for picker routing problem in warehousing,鈥 arXiv preprint, arXiv:2402.03525 (2024).
S Mahmoudinazlou, C Kwon, Hadi Charkhgard, 鈥淪olving various classes of arc routing problems with a memetic algorithm-based framework,鈥 (2024).
HKT Ng, U Nguyen, Y Akbulut, T Tran, T Vo, H Pirim, A Setty, T Le, 鈥淧redicting the Apnea-Hypopnea index for the diagnosis of obstructive sleep apnea with cardiovascular and cancer comorbidity using wearable sleep-tracking devices,鈥 Sleep and Breathing, 30 (1), 34 (2026). DOI: 10.1007/s11325-025-03565-z
PK Huynh, J Kpodonu, MHN Le, Y Xu, OP Yadav, TQ Le, 鈥淎 Real-Time Uncertainty-Aware Digital Twin Framework for Intra-Operative Valve Surgery,鈥 2026 Annual Reliability and Maintainability Symposium (RAMS), 1-7 (2026).
T Truong, PK Huynh, P Huynh, Y Xu, J Kpodonu, TQ Le, 鈥淕rad-CAM-Enhanced Dual-Image Prompting of Multimodal LLMs for Trustworthy Brain Tumor Classification,鈥 2026 Annual Reliability and Maintainability Symposium (RAMS), 1-7 (2026).
A Le, PK Huynh, OP Yadav, H Pirim, C Le, TQ Le, 鈥淭opology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures,鈥 arXiv preprint arXiv:2601.02701 (2026).
MA Moriyani, L Asaye, C Le, T Le, H Pirim, OP Yadav, T Le, 鈥淣atural language processing for disaster-resilient infrastructure: Research focus and future opportunities,鈥 Resilient Cities and Structures, 4 (4), 47-71 (2025). DOI: 10.1016/j.rcns.2025.11.003
M Kazim, H Pirim, OP Yadav, C Le, T Le, 鈥淎nalysis of multilayer energy networks: A comprehensive literature review,鈥 Applied Energy, 398, 126357 (2025).
M Oks, R Sachdeva, MA Davenport, AM Husain, M Kalra, V Krishnan,....,T Le, 鈥淎rtificial intelligence in sleep medicine: an updated American Academy of Sleep Medicine position statement,鈥 Journal of Clinical Sleep Medicine, 21 (11), 1953-1955 (2025).
L Asaye, C Le, T Le, Y Huang, OP Yadav, T Le, 鈥淚dentifying Hotspots in Natural Gas and Oil Pipeline Networks and Understanding Incident Risk Factors: An Integrated Spatial Analysis and Machine Learning Approach,鈥 Journal of Pipeline Systems Engineering and Practice, 16 (4), 04025070 (2025).
M Kazim, H Pirim, C Le, T Le, OP Yadav, 鈥淢ultilayer GNN for predictive maintenance and clustering in power grids,鈥 iScience, 28 (10) (2025).
P Conahan, LA Robinson, T Le, MB Schabath, MM Byrne, L Green, ..., 鈥淩easoning Neighborhood-Level Determinants of Late-Stage Lung Cancer Diagnosis Among Blacks and Whites Using Bayesian Network,鈥 MEDICAL DECISION MAKING, 45 (7) (2025).
M Kazim, H Pirim, C Le, T Le, OP Yadav, 鈥淓dge-level explainable graph neural networks with network centric features for transmission line failure prediction in power grids,鈥 Sustainable Energy, Grids and Networks, 101969 (2025).
T Le, PK HUYNH, L TOMASELLI, 鈥淓nhancing accuracy in wearable sleep trackers,鈥 US Patent App. 19/068,995 (2025).
BD Gonzalez, X Li, LM Gudenkauf, JJ Pullukkara, LB Oswald, ..., T Le, 鈥淯sing Bayesian Networks to Predict Urgent Care Visits in Patients Receiving Systemic Therapy for Non鈥揝mall Cell Lung Cancer,鈥 JCO clinical cancer informatics, 9, e2400315 (2025).
T Le, Q Nguyen, 鈥淪ystem and method for longitudinal apnea monitoring using spo2 signals,鈥 US Patent App. 19/049,974 (2025).
T Truong, PK Huynh, R Nakase-Richardson, TQ Le, 鈥淪leep State-Dependent Eeg Spectral Alterations During Obstructive Sleep Apnea in Chronic Traumatic Brain Injury,鈥 2025 2nd International Conference on Health Science and Technology (ICHST), 1-6 (2025).
D Nguyen, C Hoang, T Truong, D Nguyen, HG Lam, A Sharma, TQ Le, ..., 鈥淢ulti-level phenotypic models of cardiovascular disease and obstructive sleep apnea comorbidities: A longitudinal Wisconsin sleep cohort study,鈥 Plos one, 20 (7), e0327977 (2025).
A Sharma, T Le, T Le, P Huynh, 鈥淎 Narrative Review of the Relationship Between Head and Neck Cancer and Obstructive Sleep Apnea: Clinical Studies and Statistical Analysis,鈥 SLEEP, 48, A286-A286 (2025).
T Le, A Sharma, P Huynh, 鈥淢ULTI-LEVEL PHENOTYPIC MODELS OF CARDIOVASCULAR DISEASE AND OBSTRUCTIVE SLEEP APNEA COMORBIDITIES,鈥 SLEEP, 48, A64-A64 (2025).
P Conahan, LA Robinson, T Le, G Valdes, MB Schabath, MM Byrne, ..., 鈥淓asy ensemble classifier-group and intersectional fairness and threshold (EEC-GIFT): a fairness-aware machine learning framework for lung cancer screening eligibility using 鈥,鈥 JNCI Cancer Spectrum, 9 (2), pkaf030 (2025).
M Kazim, H Pirim, C Le, T Le, O Prakash Yadav, 鈥淟ink prediction and navigability of multiplex energy networks,鈥 Computing in Civil Engineering 2024, 405-414 (2025).
QH Nguyen, S Hore, A Shah, T Le, ND Bastian, 鈥淔edNIDS: A federated learning framework for Packet-based network intrusion detection system,鈥 Digital Threats: Research and Practice, 6 (1), 1-23 (2025).
L Asaye, C Le, Y Huang, TQ Le, OP Yadav, T Le, 鈥淧redicting and understanding emergency shutdown durations level of pipeline incidents using machine learning models and explainable AI,鈥 Processes, 13 (2), 445 (2025).
L Asaye, C Le, T Le, OP Yadav, T Le, 鈥淚nsights into the interactions of pipeline risk factors and consequences using association rule mining,鈥 Journal of Performance of Constructed Facilities, 39 (1), 04024059 (2025).
PK Huynh, C Hoang, D Nguyen, T Truong, TTQ Le, 鈥淢ulti-Scale System Reliability Analysis of Multi-Layer Network Infrastructures,鈥 2025 Annual Reliability and Maintainability Symposium (RAMS), 1-7 (2025).
PK Huynh, P Huynh, OP Yadav, C Le, H Pirim, TQ Le, 鈥淭ransformer-Based Prognostic Modeling for Smart Grid Health Monitoring,鈥 2025 Annual Reliability and Maintainability Symposium (RAMS), 1-7 (2025).
F Farzana, TI Shazeeb, H Pirim, C Le, OP Yadav, T Le, 鈥淪ustainable Energy Load Allocation Using Differentiable Optimization Layers in Neural Networks,鈥 IISE Annual Conference. Proceedings, 1-6 (2025).
TT Nguyen, D Kasperski, PK Huynh, TQ Le, TB Le, 鈥淢odal analysis of blood flows in saccular aneurysms,鈥 Physics of Fluids, 37 (1) (2025).
HQ Pham, N Nguyen, Q Tran, TB Le, TQ Le, 鈥淓fficient Snell鈥檚 law solution for generating robust acoustic tweezers in dual-layered media,鈥 Frontiers in Acoustics, 2, 1485372 (2025).
T Le, P Huynh, A Sharma, A Setty, M Blanchard, HKT Ng, Y Luo, T Le, 鈥淎 narrative review of the relationship between head and neck cancer and obstructive sleep apnea: Clinical studies and statistical analysis,鈥 Sleep Medicine Reviews, 78, 102010 (2024).
D Nguyen, MHN Le, TQ Le, C Charles-Okezie, MJ Diaz, C Sabet, ..., 鈥淒eep Learning-Based Integrated System for Intraoperative Blood Loss Quantification in Surgical Sponges,鈥 IEEE Journal of Biomedical and Health Informatics, 29 (9), 6342-6352 (2024).
TQ LE, PK HUYNH, 鈥淣oise-robust sleep apnea diagnostic system and related method,鈥 US Patent App. 18/506,896 (2024).
P Singh, PK Huynh, D Nguyen, TQ Le, W Moreno, 鈥淟everaging multicriteria integer programming optimization for effective team formation,鈥 IEEE transactions on learning technologies, 18, 72-84 (2024).
T Le, H Phat, A Setty, A Sharma, 鈥淚NTERMITTENT ANALYSIS OF OBSTRUCTIVE SLEEP APNEA DYNAMICS,鈥 SLEEP, 47 (2024).
A Sharma, T Le, 鈥淎 NARRATIVE REVIEW OF THE RELATIONSHIP BETWEEN HEAD AND NECK CANCER AND OSA,鈥 SLEEP, 47 (2024).
MA Moriyani, L Asaye, C Le, T Le, T Le, 鈥淣atural language processing for infrastructure resilience to natural disasters: A scientometric review,鈥 International Conference series on Geotechnics, Civil Engineering and 鈥, (2024).
TQ Le, P Huynh, L Tomaselli, 鈥淣avigating the night: evaluating and accessing wearable sleep trackers for clinical use,鈥 Sleep, 47 (3), zsad319 (2024).
PK Huynh, G Singh, OP Yadav, TQ Le, C Le, 鈥淯nsupervised anomaly detection in electric power networks using multi-layer auto-encoders,鈥 2024 Annual Reliability and Maintainability Symposium (RAMS), 1-6 (2024).
PK Huynh, MM Rahman, OP Yadav, TQ Le, C Le, 鈥淎ssessing robustness and vulnerability in interdependent network infrastructure: A multilayer network approach,鈥 2024 Annual Reliability and Maintainability Symposium (RAMS), 1-7 (2024).
QH Nguyen, S Hore, A Shah, T Le, ND Bastian, 鈥淎 Privacy-Preserving Federated Learning Framework for Robust Intrusion Detection in Decentralized Networks Using Packet Data,鈥 (2024).
MM Rahman, AS Akash, H Pirim, C Le, T Le, OP Yadav, 鈥淓nhancing Electrical Network Vulnerability Assessment with Machine Learning and Deep Learning Techniques,鈥 Northeast Journal of Complex Systems (NEJCS), 6 (1), 2 (2024).
D Paudel, TK Das, 鈥淭acit algorithmic collusion in deep reinforcement learning guided price competition among a set of fast-charging electric vehicle hubs,鈥 Engineering Applications of Artificial Intelligence, Volume 166, Article 113567 (2026).
D Paudel, L Wolf, TK Das, 鈥淛oint operation of a fast-charging EV hub with a stand-alone independent battery storage system under fairness considerations,鈥 Energy, Volume 330, Article 136720 (2025). DOI: 10.1016/j.energy.2025.136720
S Hore, J Ghadermazi, D Paudel, A Shah, TK Das, ND Bastian, 鈥淒eep packgen: A deep reinforcement learning framework for adversarial network packet generation,鈥 ACM Transactions on Privacy and Security (2025). DOI: 10.1145/3712307
Y Matamala, TK Das, F Feijoo, 鈥淎 stochastic Stackelberg problem with long-term investment decisions in power-to-x technologies for multi-energy microgrids,鈥 Energy, Volume 314, Article 134131 (2024). DOI: 10.1016/j.energy.2024.134131
LK Santana, H Meng, Y Liu, MQ Le, L Peterson, A Grippo, M Li, 鈥淐ross-Sectional Association Between Social Activity Participation, Age, and Cognition: Evidence from the Health and Retirement Study,鈥 Sage Open Aging, Volume 11, Article 30495334251385858 (2025). DOI: 10.1177/30495334251385858
Y Xu, S Chen, H Meng, N Kong, M Li, 鈥淢odeling multidimensional aging in community-dwelling older adults: Insights from a heterogeneous population,鈥 IISE Transactions on Healthcare Systems Engineering, 1-18 (2025). DOI: 10.1080/24725579.2025.2598578
LK Santana, H Meng, L Peterson, MQ Le, M Li, D Dobbs, 鈥淒OES SOCIAL ACTIVITY PARTICIPATION MODERATE THE RELATIONSHIP BETWEEN AGE AND COGNITION? EVIDENCE FROM THE HRS,鈥 Innovation in Aging, Volume 8, Supplement_1, 944-944 (2024). DOI: 10.1093/geroni/igae098.3044
X Sun, N Kong, W Ding, Y Li, N Sakib, H Zeng, H Meng, C Masterson, M Li, 鈥淎n intelligent decision support framework for nursing home resource planning with enhanced heterogeneous service demand modeling,鈥 Engineering Applications of Artificial Intelligence, Volume 137, Article 109221 (2024). DOI: 10.1016/j.engappai.2024.109221
H Zeng, X Sun, K Wang, Y Wen, W Si, M Li, 鈥淎 Bayesian Approach for Lifetime Modeling and Prediction with Multi-Type Group-Shared Missing Covariates,鈥 Mathematics, Volume 12, Issue 5, Article 740 (2024). DOI: 10.3390/math12050740
B Wang, L Lu, S Chen, M Li, 鈥淥ptimal test design for reliability demonstration under multi-stage acceptance uncertainties,鈥 Quality Engineering, Volume 36, Issue 1, 91-104 (2024). DOI: 10.1080/08982112.2023.2249188
JS Borrero, D Saur茅, N Trigo, 鈥淥ptimal sequential stochastic shortest path interdiction,鈥 European Journal of Operational Research, Volume 326, Issue 3, 641-655 (2025). DOI: 10.1016/j.ejor.2024.11.042
L Lozano, JS Borrero, 鈥淎 bilevel optimization approach for a class of combinatorial problems with disruptions and probing,鈥 INFORMS Journal on Computing, Volume 37, Issue 6, 1478-1499 (2025). DOI: 10.1287/ijoc.2024.0629
M Ansari, JS Borrero, AD Gonz谩lez, 鈥淭wo-stage robust optimization approach for enhanced community resilience under tornado hazards,鈥 European Journal of Operational Research, Volume 325, Issue 3, 525-540 (2025). DOI: 10.1016/j.ejor.2025.03.001
JS Borrero, D Saur茅, 鈥淢aximum likelihood probability measures over sets: Existence, computation, and convergence,鈥 European Journal of Operational Research, Volume 327, Issue 3, 922-936 (2025).
L Lozano, JS Borrero, 鈥淥n solving integer robust optimization problems with integer decision-dependent uncertainty sets,鈥 Mathematical Programming, 1-33 (2025). DOI: 10.1007/s10107-025-02249-6
H Pan, Y Lu, B Balasundaram, JS Borrero, 鈥淔inding conserved low鈥恉iameter subgraphs in social and biological networks,鈥 Networks, Volume 84, Issue 4, 509-527 (2024). DOI: 10.1002/net.22246
M Akhgar, JS Borrero, 鈥淭he influence coverage optimization problem,鈥 IISE Transactions, Volume 56, Issue 11, 1162-1175 (2024). DOI: 10.1080/24725854.2023.2261507
P Ahadi, B Balasundaram, JS Borrero, C Chen, 鈥淒evelopment and optimization of expected cross value for mate selection problems,鈥 Heredity, Volume 133, Issue 2, 113-125 (2024). DOI: 10.1038/s41437-024-00697-y
N Daemi, JS Borrero, B Balasundaram, 鈥淔irst passage time interdiction in Markov chains,鈥 Operations Research Letters, Volume 54, Article 107111 (2024). DOI: 10.1016/j.orl.2024.107111
C Chen, P Ahadi, B Balasundaram, J Borrero, 鈥淥ptimizing expected cross value for genetic introgression,鈥 bioRxiv (2024). DOI: 10.1101/2024.05.26.595981
P Chumpitaz-Flores, M Duong, Y Mao, K Hua, 鈥淧ASS: Ambiguity Guided Subsets for Scalable Classical and Quantum Constrained Clustering,鈥 arXiv preprint arXiv:2601.20157 (2026). DOI: 10.48550/arXiv.2601.20157
M Palma, S Kan, W Wei, J Chen, K Hua, S Mouradian, Y Mao, 鈥淗ardware-Aware and Resource-Efficient Circuit Packing and Scheduling on Trapped-Ion Quantum Computers,鈥 IEEE Transactions on Quantum Engineering, Volume 7, 1-15 (2025). DOI: 10.1109/TQE.2025.3632540
P Chumpitaz-Flores, M Duong, Y Mao, K Hua, 鈥淨IBONN: A Quantum-Inspired Bilevel Optimizer for Neural Networks on Tabular Classification,鈥 arXiv preprint arXiv:2511.08940 (2025). DOI: 10.48550/arXiv.2511.08940
C Heredia, P Chumpitaz-Flores, K Hua, 鈥淩S-ORT: A Reduced-Space Branch-and-Bound Algorithm for Optimal Regression Trees,鈥 arXiv preprint arXiv:2510.23901 (2025). DOI: 10.48550/arXiv.2510.23901
P Chumpitaz-Flores, M Duong, C Heredia, K Hua, 鈥淎 scalable global optimization algorithm for constrained clustering,鈥 arXiv preprint arXiv:2510.22519 (2025). DOI: 10.48550/arXiv.2510.22519
P Chumpitaz-Flores, M Duong, Y Mao, K Hua, 鈥渜c-kmeans: A Quantum Compressive K-Means Algorithm for NISQ Devices,鈥 arXiv preprint arXiv:2510.22540 (2025). DOI: 10.48550/arXiv.2510.22540
X Xiong, P Chumpitaz-Flores, K Hua, C Hua, 鈥淪POT: Scalable Policy Optimization with Trees for Markov Decision Processes,鈥 arXiv preprint arXiv:2510.19241 (2025). DOI: 10.48550/arXiv.2510.19241
J Ren, N You, K Hua, C Ji, Y Cao, 鈥淎 Global Optimization Algorithm for K-Center Clustering of One Billion Samples,鈥 Management Science (2025). DOI: 10.1287/mnsc.2023.00218
Z Du, PC Flores, W Wei, J Chen, K Hua, Y Mao, 鈥淥ptimizing Inter-chip Coupler Link Placement for Modular and Chiplet Quantum Systems,鈥 arXiv preprint arXiv:2509.10409 (2025). DOI: 10.48550/arXiv.2509.10409
K Liu, J Qiang, Y Li, Y Zhu, Y Yuan, K Hua, X Wu, 鈥淢ultilingual Lexical Simplification via Zero-Shot Paraphrasing,鈥 IEEE Transactions on Audio, Speech and Language Processing, Volume 33, 2200-2214 (2025).
A Savachkin, W Ardila-Rueda, D Romero-Rodriguez, K Hua, JNDL Cruz, 鈥淎ssessment and Optimization of System Resilience: A Critical Review,鈥 Models and Methods for Systems Engineering, 251-260 (2025).
Daniela Cantarino, Jorge A. Acuna, Monica Stevens, Mckenzi Heide, Jos茅 L. Zayas-Castro, 鈥淏alancing equity and efficiency in kidney allocation: An online adaptive stochastic bi-objective approach,鈥 Expert Systems with Applications, Article 131148 (2026). DOI: 10.1016/j.eswa.2026.131148
Mariana Arriz-Jorquiera, Jorge A. Acuna, Jos茅 L. Zayas-Castro, 鈥淢inimizing food waste and costs in hospital environments through a chance-constrained stochastic programming model,鈥 Resources, Conservation and Recycling, Article 108720 (2025). DOI: 10.1016/j.resconrec.2025.108720
E Ghasemi Saghand, SK Lai-Yuen, 鈥淭raining-free multi-objective evolutionary search for efficient spiking neural networks,鈥 Evolutionary Intelligence, 19 (2), 46 (2026).
N Wijethilake, R Dorent, M Ivory, A Kujawa, S Cornelissen, ..., SK Lai-Yuen, 鈥渃rossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023,鈥 arXiv preprint arXiv:2506.12006 (2025). DOI: 10.48550/arXiv.2506.12006
F Barzallo, M Baldeon-Calisto, M Perez, ME Moscoso, D Navarrete, ..., SK Lai-Yuen, 鈥淎 Transformer Model for Manifesto Classification Using Cross-Context Training: An Ecuadorian Case Study,鈥 Social Science Computer Review, 43 (3), 578-603 (2025). DOI: 10.1177/08944393241266220
EG Saghand, SK Lai-Yuen, 鈥淢ONAS-ESNN: Multi-Objective Neural Architecture Search for Efficient Spiking Neural Networks,鈥 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2025).
M Baldeon-Calisto, SK Lai-Yuen, B Puente-Mejia, 鈥淪tAC-DA: Structure aware cross-modality domain adaptation framework with image and feature-level adaptation for medical image segmentation,鈥 Digital Health, 10, 20552076241277440 (2024). DOI: 10.1177/20552076241277440
M Baldeon-Calisto, F Rivera-Velastegui, SK Lai-Yuen, D Riofr铆o, ..., 鈥淒istilIQA: Distilling Vision Transformers for no-reference perceptual CT image quality assessment,鈥 Computers in Biology and Medicine, 177, 108670 (2024). DOI: 10.1016/j.compbiomed.2024.108670
S Lai-Yuen, 鈥淒eep Learning II,鈥 2024 IISE Annual Conference and Expo (2024).
EG Saghand, J Nunes, J Cardoso, S Lai-Yuen, 鈥淢ulti-objective Neural Architecture Search for Energy-Efficient Spiking Neural Networks,鈥 2024 IISE Annual Conference and Expo (2024).
A Semenov, A Veremyev, D McMann, EL Pasiliao, V Boginski, 鈥淪parsified Neural Network Architectures Inspired by Optimal Strongly Attack Tolerant Network Configurations,鈥 International Conference on the Dynamics of Information Systems, 177-189 (2026).
A Semenov, MJ Hirsch, PM Pardalos, 鈥淪ocial Network Influence Propagation, Stability, and Systems of Nonlinear Equations,鈥 International Conference on the Dynamics of Information Systems, 3-15 (2026).
A Semenov, M Hirsch, P Pardalos, 鈥淯tilizing Large Language Models for Finding All Roots to Nonlinear Systems of Equations: Solutions, Accuracy, and Prompt Design,鈥 Algorithmic Aspects in Information and Management, 26鈥34 (2026).
V Boginski, A Kammerdiner, P Krokhmal, A Semenov, 鈥淧reface: global optimization algorithms and applications,鈥 Computational Optimization and Applications, 92 (3), 755-760 (2025). DOI: 10.1007/s10589-025-00650-7
L Lurie, D Grigoriev, A Skrobotov, A Zubarev, A Semenov, 鈥淭he Role of Visual and Informational Elements in Wine Label Design: Effects on Price and Customer Rating,鈥 Available at SSRN 5021603 (2025).
TGR Macieira, RI Bjarnadottir, P de Oliveira Salgado, A Baranwal, ..., A Semenov, 鈥淢aking nursing visible: AI-assisted standardization of electronic health record interventions using generative pre-trained transformer models and retrieval-augmented generation,鈥 Nursing Outlook, 73 (5), 102494 (2025). DOI: 10.1016/j.outlook.2024.102494
T Pimenova, V Kolycheva, A Semenov, D Grigoriev, 鈥淭he Influence of News, Expert and Public Opinion on Painting Prices: An Empirical Analysis,鈥 Empirical Studies of the Arts, 02762374251357172 (2025). DOI: 10.1177/02762374251357172
A Semenov, A Veremyev, EL Pasiliao, V Boginski, 鈥淏andpass Threshold Models for Activation and Influence Propagation in Social Networks,鈥 IEEE Access (2025).
A Dolaeva, U Beliaeva, D Grigoriev, A Semenov, M Rysz, 鈥淎nalyzing and forecasting P/E ratios using investor sentiment in panel data regression and LSTM models,鈥 International Review of Economics & Finance, 98, 103840 (2025). DOI: 10.1016/j.iref.2025.103840
W Trevena, X Zhong, M Alvarado, A Semenov, A Oktay, D Devlin, ..., 鈥淯sing large language models to detect and understand drug discontinuation events in web-based forums: development and validation study,鈥 Journal of Medical Internet Research, 27, e54601 (2025). DOI: 10.2196/54601
E Lapan, Y Ophir, R Wang, A Semenov, K Kountz, D Walter, 鈥淣egotiating extremism: Thematic engagement capacity for red pill conversations on Reddit,鈥 New Media & Society, 14614448251400345 (2025). DOI: 10.1177/14614448251400345
A Veremyev, A Semenov, E Pasiliao, V Boginski, 鈥淕raph-Based Approaches for Image Space Exploration and Representative Set Selection,鈥 CSoNet 2024, 15417, 212鈥223 (2025).
R Wang, Y Ophir, A Semenov, A Nikolaev, 鈥淐ontent engagement capacity: a network-based approach for evaluating the ability of frames to facilitate political online conversations,鈥 Information, Communication & Society (2025).
M Borisov, V Kolycheva, A Semenov, D Grigoriev, 鈥淗ow Does the Color Palette Affect the Pricing of Abstract Paintings?,鈥 Information Systems Frontiers (2025).
A Prokhorov, P Radchenko, A Semenov, A Skrobotov, 鈥淐hange-Point Detection in Time Series Using Mixed Integer Programming,鈥 Journal of Business and Economic Statistics (2025).
S Ayd谋n, OE Akg眉n, S Gil, A Nedi膰, 鈥淩esilient Consensus without Finite Time Detection Guarantees,鈥 2025 IEEE 64th Conference on Decision and Control (CDC), 2466-2472 (2025).
OE Akg眉n, S Ayd谋n, S Gil, A Nedi膰, 鈥淢ulti-Agent Trustworthy Consensus under Random Dynamic Attacks,鈥 arXiv preprint arXiv:2504.07189 (2025). DOI: 10.48550/arXiv.2504.07189