ARO
Adaptive and Robust Optimization
Adaptive and Robust Optimization
[Aug. 2026] Our paper has been accepted by PLOS ONE, entitled "A rank-conditioned α-stable perturbation for differential evolution: Separating perturbation frequency and tail heaviness." (JCR IF = 2.8)
[Aug. 2026] Our paper has been accepted to CIKM 2026, entitled "Relational-View Ensemble Learning for Tabular Prediction." (Computer Science 분야 우수국제학술대회)
[Jul. 2026] Our paper has been accepted by ICT Express, entitled "RealDA: Bridging the domain gap with realistic synthesized images for unsupervised domain adaptation." (JCR IF = 4.6)
[Jul. 2026] Our paper has been accepted by Journal of Computational Design and Engineering, entitled "DynU-Net: Dynamic Uncertainty-Aware Multi-task U-Net for Joint Lesion Segmentation and Classification in Medical Imaging." (JCR IF = 6.8)
[May 2026] Our paper has been accepted to AQFC 2026, entitled "A Comprehensive Survey of AI in Credit Risk Management."
[May 2026] Our paper has been accepted by Ad Hoc Networks, entitled "LoRaFusion: High-Precision LoRaWAN Localization in Harbors Using Multi-Gateway Fusion Temporal and Noise-Aware Features." (JCR IF = 4.8)
[Mar. 2026] We were selected for a Young Scientist Grant from the NRF. (한국연구재단 신진연구(유형B) 선정)
[Feb. 2026] Our paper has been accepted by IEEE Access, entitled "3-D Relational Learning in Tabular Data: A Dual-Graph Attention Approach." (JCR IF = 3.6)
[Dec. 2025] Our paper has been accepted by AIMS Mathematics, entitled "Adaptive dimension-wise Cauchy perturbation for enhanced differential evolution optimization." (JCR IF = 1.8)
[Oct. 2025] Our paper has been accepted to SOICT 2025, entitled "Adaptive Multi-Level Attention for Effective Cross-Domain Brain Tumor Detection."
[Oct. 2025] Our paper has been accepted by Expert Systems with Applications, entitled "Towards Enhancing Prototypes Driven by Graph Convolutional Network for Domain Adaptation." (JCR IF = 7.5)
[Aug. 2025] Our paper has been accepted to EIDT 2025, entitled "Practical Challenges in Applying YOLO Models to Medical Imaging: A Comprehensive Study."
[Aug. 2025] Our paper has been accepted to EIDT 2025, entitled "Explainable Intelligence for Bearing Fault Diagnosis in Industrial Predictive Maintenance."
[Aug. 2025] Our paper has been accepted by Applied Soft Computing, entitled "Cross-Domain Knowledge Distillation for Domain Adaptation with GCN-Driven MLP Generalization." (JCR IF = 6.6)
[Feb. 2025] Our paper has been accepted by Pattern Recognition, entitled "CLEAR: Cross-Transformers with Pre-trained Language Model for Person Attribute Recognition and Retrieval." (JCR IF = 7.5)
[Feb. 2025] Our paper has been accepted by AIMS Mathematics, entitled "An efficient eigenvector-based crossover for differential evolution: Simplifying with rank-one updates." (JCR IF = 1.8)
[Jan. 2025] Our paper has been accepted by Expert Systems with Applications, entitled "How to Enrich Cross-domain Representations? Data Augmentation, Cycle-pseudo Labeling, and Category-aware Graph Learning." (JCR IF = 7.5)
[Dec. 2024] Our paper has been accepted by Environmental Technology & Innovation, entitled "Biochar energy prediction from different biomass feedstocks for clean energy generation." (JCR IF = 6.7)
[Dec. 2024] Our paper has been accepted to AAAI 2025, entitled "HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation." (Computer Science 분야 우수국제학술대회)
[Jun. 2024] Our paper has been accepted by Knowledge-Based Systems, entitled "Adaptive Search Space for Stochastic Opposition-Based Learning in Differential Evolution." (JCR IF = 8.8)
[Mar. 2024] Our paper has been accepted by IEEE Access, entitled "Dual Dynamic Consistency Regularization for Semi-supervised Domain Adaptation." (JCR IF = 3.9)
[Feb. 2024] Our paper has been accepted to CVPR 2024, entitled "Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation." (Computer Science 분야 우수국제학술대회)
[Sep. 2023] Our paper has been accepted by Fuel, entitled "A blended ensemble model for biomass HHV prediction from ultimate analysis." (JCR IF = 7.4)
[May 2023] Our paper has been accepted by Expert Systems with Applications, entitled "A Rotationally Invariant Stochastic Opposition-Based Learning Using a Beta Distribution in Differential Evolution." (JCR IF = 8.665)
[Feb. 2023] We were selected for an Outstanding Young Scientist Grant from the NRF. (한국연구재단 우수신진연구 선정)