| 2026 | AAAI | Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization. | Ha Minh Hieu, Hung Phan, Tung Duy Doan, Tung Dao, Cong Dao Tran, Huynh Thi Thanh Binh |
| 2026 | AAAI | MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework. | Nguyen Viet Tuan Kiet, Tung Dao, Cong Dao Tran, Huynh Thi Thanh Binh |
| 2026 | GECCO | A Hybrid GA-PSO with Collective Learning for Obstacle-Aware Sensor Node Deployment in IoT-Enabled Networks. | Nguyen Thi My Binh, Ho Viet Duc Luong, Nguyen Duc Tuan, Le Van Duan, Huynh Thi Thanh Binh |
| 2026 | GECCO | Pareto Front-Guided Tree-Based Multi-Objective Evolutionary Optimization for Integrated Truck-Drone Delivery and Pickup with Transshipments under Dynamic Constraints. | Bui Trong Duc, Nguyen Tien Dang, Bui Xuan Son, Nguyen Thi Tam, Huynh Thi Thanh Binh |
| 2026 | GECCO | A Multi-Factorial PSO for Balancing Safety and Efficiency for Robot Navigation in Complex Obstacle Maps. | Tran Thi Cam Giang, Nguyen Thuy Linh, Ho Viet Duc Luong, Nguyen Ngoc Doanh, Huynh Thi Thanh Binh |
| 2026 | GECCO | QDEvo: A Multi-Objective Quality-Diversity Framework for Automated Heuristic Design. | Nam Do Khanh, Nhat Nguyen Tran Minh, Dat Pham Vu Tuan, Long Doan, Huynh Thi Thanh Binh |
| 2026 | GECCO | Adaptive Grid-Based Multi-Objective Evolutionary Optimization for Coordinated Truck-Drone Routing with Backhauls. | Bui Xuan Son, Nguyen Thi Ha, Nguyen Tien Dang, Bui Trong Duc, Huynh Thi Thanh Binh |
| 2026 | GECCO | A Hybrid CVRP Framework with RL-Based Neural Guidance. | Nguyen Van Phu Thai, Bui Trong Duc, Tuan Anh Do, Huynh Thi Thanh Binh |
| 2025 | AAAI | HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs. | Pham Vu Tuan Dat, Long Doan, Huynh Thi Thanh Binh |
| 2025 | GECCO | Reinforcement Learning-based Genetic Algorithm for Computation Offloading Optimization in UAV-assisted MEC Systems. | Nguyen Thi My Binh, Le Vu Minh Tam, Ho Viet Duc Luong, Trinh Van Chien, Huynh Thi Thanh Binh |
| 2025 | GECCO | Multi-Objective Signal Optimization to Balance Multiple Conflicting Metrics in RIS-Assisted MIMO Systems. | Bui Trong Duc, Trinh Van Chien, Hien Quoc Ngo, Huynh Thi Thanh Binh |
| 2025 | GECCO | Pareto Front Grid Guided Multiobjective Optimization In Dynamic Pickup And Delivery Problem Considering Two-Sided Fairness. | Hung Phan Duc, Bui Trong Duc, Nguyen Thi Tam, Huynh Thi Thanh Binh |
| 2025 | GECCO | Hybrid Deterministic and Metaheuristic Optimization for Physical Adversarial Attack on End-to-End Autoencoder Wireless Communication Systems. | Ho Viet Duc Luong, Trinh Van Chien, Lang Hong Nguyet Anh, Huynh Thi Thanh Binh |
| 2025 | GECCO | A bi-objective Medical Sampling Service System. | Hue Thi Tran, Ky Tuan Hoang, Phuong Khanh Nguyen, Huynh Thi Thanh Binh |
| 2024 | CEC | The Vehicle Routing Problem with Drones and Flexibility Demands. | Tran Thi Hue, Bao Nguyen, Quoc Nguyen, Pham Phu Manh, Nguyen Khanh Phuong, Huynh Thi Thanh Binh, Dang Quang Thang |
| 2024 | CEC | Multi-Objective Virtual Network Functions Placement and Traffic Routing Problem. | Nguyen Thi Tam, Tran Ho Khanh Ly, Bui Trong Duc, Tran Huy Hung, Huynh Thi Thanh Binh |
| 2024 | GECCO | Solving Indefinite Communication Reliability Optimization for RIS-Aided Mobile Systems by an Improved Differential Evolution. | Trinh Van Chien, Bui Trong Duc, Ho Viet Duc Luong, Huynh Thi Thanh Binh, Hien Quoc Ngo, Symeon Chatzinotas |
| 2024 | GECCO | On the Performance of User Association in Space-Ground Communications with Integer-Coded Genetic Algorithms. | Trinh Van Chien, Ngo Tran Anh Thu, Nguyen Hoang Lam, Nguyen Thi My Binh, Huynh Thi Thanh Binh |
| 2024 | GECCO | Alimentation Deep Multiple Optimal Ant Colony Optimization to solve Vehicle Routing Problem with Time Windows. | Ha Minh Hieu, Hung Phan, Duc Chinh Tran, Duc Cuong Van, Dao Van Tung, Huynh Thi Thanh Binh |
| 2024 | GECCO | THNAS-GA: A Genetic Algorithm for Training-free Hardware-aware Neural Architecture Search. | Hai Tran Thanh, Long Doan, Ngoc Hoang Luong, Huynh Thi Thanh Binh |
| 2024 | ICRA | Grasp-Anything: Large-scale Grasp Dataset from Foundation Models. | Vuong Dinh An, Minh Nhat Vu, Hieu Le, Baoru Huang, Huynh Thi Thanh Binh, Thieu Vo, Andreas Kugi, Anh Nguyen |
| 2024 | Interspeech | Enhancing Non-Matching Reference Speech Quality Assessment through Dynamic Weight Adaptation. | Bao Thang Ta, Van Hai Do, Huynh Thi Thanh Binh |
| 2024 | Interspeech | Enhancing No-Reference Speech Quality Assessment with Pairwise, Triplet Ranking Losses, and ASR Pretraining. | Bao Thang Ta, Minh Tu Le, Van Hai Do, Huynh Thi Thanh Binh |
| 2024 | IROS | HabiCrowd: A High Performance Simulator for Crowd-Aware Visual Navigation. | An Vuong, Toan Nguyen, Minh Nhat Vu, Baoru Huang, Huynh Thi Thanh Binh, Thieu Vo, Anh Nguyen |
| 2023 | CEC | Genetic Programming for Resource Allocation in Network Function Virtualization. | Nguyen Thi Tam, Do Duc Anh, Tran Huy Hung, Pham Van Hanh, Huynh Thi Thanh Binh, Le Trong Vinh |
| 2023 | GECCO | A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control. | Hai-Long Tran, Long Doan, Ngoc Hoang Luong, Huynh Thi Thanh Binh |
| 2023 | GECCO | MNDE: Node-depth encoding can do better in evolutionary multitask algorithms. | Cong Dao Tran, Anh Do Tuan, Huynh Thi Thanh Binh, Duc Anh Do, Ha-Bang Ban, Su Nguyen |
| 2023 | ICDE | Verification-Free Approaches to Efficient Locally Densest Subgraph Discovery. | Tran Ba Trung, Lijun Chang, Tien Long Nguyen, Kai Yao, Huynh Thi Thanh Binh |
| 2023 | IJCNN | Reinforcement-Learning-Based Deadline Constrained Task Offloading Schema for Energy Saving in Vehicular Edge Computing System. | Do Bao Son, Hiep Khac Vo, Ta Huu Binh, Tran Hoang Hai, Binh Minh Nguyen, Huynh Thi Thanh Binh |
| 2023 | WiOpt | An Improved Genetic Algorithm for Bi-Level Multi-Objective Q-Coverage in Directional Sensor Networks. | Nguyen Thi Hanh, Nguyen Van Son, Huynh Thi Thanh Binh, Ha Bang Ban, Trinh Van Chien, Huynh Cong Phap, Nguyen Huu Nhat Minh |
| 2022 | ACIIDS | Hybrid Boustrophedon and Partition Tree Group Algorithm for Coverage Path Planning Problem with Energy Constraints. | Tran Thi Cam Giang, Huynh Thi Thanh Binh |
| 2022 | ACIIDS | Door-to-Door Sampling Service with Drone. | Tran Thi Hue, Nguyen Quang Anh, Tran Van Thanh, Pham Phu Manh, Huynh Thi Thanh Binh, Nguyen Khanh Phuong |
| 2022 | CEC | A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. | Do Tuan Anh, Nguyen Hoang Long, Tran Van Diep, Huynh Thi Thanh Binh |
| 2022 | DSAA | GDEGAN: Graphical Discriminative Embedding GAN for tabular data. | Dinh Anh Dung, Huynh Thi Thanh Binh |
| 2022 | DSAA | The min-timespan parallel technician-and-drone scheduling in door-to-door sampling service system. | Pham Phu Manh, Tran Thi Hue, Huynh Thi Thanh Binh, Nguyen Khanh Phuong |
| 2022 | GECCO | Dynamic perturbation for population diversity management in differential evolution. | Le Van Cuong, Nguyen Ngoc Bao, Nguyen Khanh Phuong, Huynh Thi Thanh Binh |
| 2022 | IJCNN | TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search. | Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Hoang Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh |
| 2022 | IJCNN | Anti-Forensic Deepfake Personas and How To Spot Them. | Nguyen Hong Ngoc, Alvin Chan, Huynh Thi Thanh Binh, Yew Soon Ong |
| 2021 | CEC | A Two-level Genetic Algorithm for Inter-domain Path Computation under Node-defined Domain Uniqueness Constraints. | Do Tuan Anh, Huynh Thi Thanh Binh, Nguyen Hoang Long, Ta Bao Thang, Simon Su |
| 2021 | CEC | A Multi-task Approach For Maximum Survival Ratio Problem In Large-Scale Wireless Rechargeable Sensor Networks. | Le Van Cuong, Tran Thi Huong, Huynh Thi Thanh Binh |
| 2021 | CEC | A Multifactorial Evolutionary Algorithm For Minimum Energy Cost Data Aggregation Tree In Wireless Sensor Networks. | Tran Cong Dao, Tran Huy Hung, Nguyen Thi Tam, Huynh Thi Thanh Binh |
| 2021 | CEC | Effective Partial Charging Scheme For Minimizing The Energy Depletion And Charging Cost In Wireless Rechargeable Sensor Networks. | Tran Thi Huong, Le Van Cuong, Nguyen Ngoc Bao, Ngo Minh Hai, Huynh Thi Thanh Binh |
| 2021 | CEC | Multi-Armed Bandits for Many-Task Evolutionary Optimization. | Le Tien Thanh, Le Van Cuong, Ta Bao Thang, Huynh Thi Thanh Binh |
| 2021 | IJCNN | Fuzzy Deep Q-learning Task Offloading in Delay Constrained Vehicular Fog Computing. | Do Bao Son, Vu Tri An, Trinh Thu Hai, Binh Minh Nguyen, Nguyen Phi Le, Huynh Thi Thanh Binh |
| 2021 | IM | Multi-time-step Segment Routing based Traffic Engineering Leveraging Traffic Prediction. | Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Yusheng Ji |
| 2020 | CEC | Multifactorial Evolutionary Algorithm for Inter-Domain Path Computation under Domain Uniqueness Constraint. | Huynh Thi Thanh Binh, Ta Bao Thang, Nguyen Binh Long, Ngo Viet Hoang, Pham Dinh Thanh |
| 2020 | CEC | Optimizing Charging Locations and Charging Time for Energy Depletion Avoidance in Wireless Rechargeable Sensor Networks. | Tran Thi Huong, Huynh Thi Thanh Binh, Phi-Le Nguyen, Doan Cao Thanh Long, Vuong Dinh An, Le Trong Vinh |
| 2020 | IJCNN | A Reinforcement Learning Algorithm for Resource Provisioning in Mobile Edge Computing Network. | Huynh Thi Thanh Binh, Nguyen Phi Le, Binh-Minh Nguyen, Trinh Thu Hai, Quang Minh Ngo, Do Bao Son |
| 2020 | NCA | Minimal Relay Node Placement for Ensuring Network Connectivity in Mobile Wireless Sensor Networks. | Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son, Myungchul Kim |
| 2020 | WCNC | Genetic Algorithm-based Periodic Charging Scheme for Energy Depletion Avoidance in WRSNs. | Tran Thi Huong, Phi-Le Nguyen, Huynh Thi Thanh Binh, Kien Nguyen, Ngo Minh Hai, Le Trong Vinh |
| 2019 | CEC | A multi-objective multi-factorial evolutionary algorithm with reference-point-based approach. | Huynh Thi Thanh Binh, Nguyen Quoc Tuan, Doan Cao Thanh Long |
| 2019 | CEC | Minimal Node Placement for Ensuring Target Coverage With Network Connectivity and Fault Tolerance Constraints in Wireless Sensor Networks. | Nguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son, Phan Ngoc Lan |
| 2019 | CEC | A Heuristic Based on Randomized Greedy Algorithms for the Clustered Shortest-Path Tree Problem. | Pham Dinh Thanh, Huynh Thi Thanh Binh, Do Dinh Dac, Nguyen Binh Long, Le Minh Hai Phong |
| 2019 | ICASSP | Joint Transaction Transmission and Channel Selection in Cognitive Radio Based Blockchain Networks: A Deep Reinforcement Learning Approach. | Nguyen Cong Luong, Tran The Anh, Huynh Thi Thanh Binh, Dusit Niyato, Dong In Kim, Ying-Chang Liang |
| 2018 | CEC | Effective Multifactorial Evolutionary Algorithm for Solving the Cluster Shortest Path Tree Problem. | Huynh Thi Thanh Binh, Pham Dinh Thanh, Tran Ba Trung, Le Phuong Thao |
| 2018 | CEC | An Effective Representation Scheme in Multifactorial Evolutionary Algorithm for Solving Cluster Shortest-Path Tree Problem. | Pham Dinh Thanh, Dinh Anh Dung, Tran Ngoc Tien, Huynh Thi Thanh Binh |
| 2018 | CEC | A Guided Differential Evolutionary Multi-Tasking with Powell Search Method for Solving Multi-Objective Continuous Optimization. | Nguyen Quoc Tuan, Ta Duy Hoang, Huynh Thi Thanh Binh |
| 2014 | CEC | Reordering dimensions for Radial Visualization of multidimensional data - A Genetic Algorithms approach. | Huynh Thi Thanh Binh, Tran Van Long, Nguyen Xuan Hoai, Nguyen Duc Anh, Pham Manh Truong |
| 2014 | TridentCom | Heuristic Algorithm for Virtual Network Mapping Problem. | Huynh Thi Thanh Binh, Bach Hoang Vinh, Nguyen Hong Nhat, Le Hoang Linh |
| 2012 | ACIIDS | Heuristic Algorithms for Solving Survivability Problem in the Design of Last Mile Communication Networks. | Vo Khanh Trung, Nguyen Thi Minh, Huynh Thi Thanh Binh |
| 2012 | ICMLA | Improving Image Segmentation Using Genetic Algorithm. | Huynh Thi Thanh Binh, Mai Dinh Loi, Nguyen Thi Thuy |
| 2011 | SAC | New hybrid genetic algorithm for solving optimal communication spanning tree problem. | Pham Trung Kien, Nguyen Duy Hiep, Huynh Thi Thanh Binh |
| 2009 | ACIIDS | New Multi-parent Recombination in Genetic Algorithm for Solving Bounded Diameter Minimum Spanning Tree Problem. | Huynh Thi Thanh Binh, Nguyen Duc Nghia |
| 2009 | GECCO | New heuristic and hybrid genetic algorithm for solving the bounded diameter minimum spanning tree problem. | Huynh Thi Thanh Binh, Robert I. McKay, Nguyen Xuan Hoai, Nguyen Duc Nghia |
| 2008 | CEC | A new hybrid Genetic Algorithm for solving the Bounded Diameter Minimum Spanning Tree problem. | Huynh Thi Thanh Binh, Nguyen Xuan Hoai, Robert I. McKay |
| 2008 | PRICAI | New Particle Swarm Optimization Algorithm for Solving Degree Constrained Minimum Spanning Tree Problem. | Huynh Thi Thanh Binh, Truong Binh Nguyen |