| Multisurrogate-assisted ant colony optimization for expensive optimization problems with continuous and categorical variables J Liu, Y Wang, G Sun, T Pang IEEE Transactions on Cybernetics 52 (11), 11348-11361, 2021 | 35 | 2021 |
| Surrogate-assisted differential evolution with region division for expensive optimization problems with discontinuous responses Y Wang, J Lin, J Liu, G Sun, T Pang IEEE Transactions on Evolutionary Computation 26 (4), 780-792, 2021 | 26 | 2021 |
| A biobjective perspective for mixed-integer programming J Liu, Y Wang, B Xin, L Wang IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (4), 2374-2385, 2021 | 22 | 2021 |
| Fast parameter identification of lithium-ion batteries via classification model-assisted Bayesian optimization BC Wang, YB He, J Liu, B Luo Energy 288, 129667, 2024 | 11 | 2024 |
| Solving highly expensive optimization problems via evolutionary expected improvement J Liu, Y Wang, G Sun, T Pang IEEE Transactions on Systems, Man, and Cybernetics: Systems 53 (8), 4843-4855, 2023 | 11 | 2023 |
| CaR: A cutting and repulsion-based evolutionary framework for mixed-integer programming problems J Liu, Y Wang, PQ Huang, S Jiang IEEE Transactions on Cybernetics 52 (12), 13129-13141, 2021 | 11 | 2021 |
| LLM2FEA: Discover Novel Designs with Generative Evolutionary Multitasking M Wong, J Liu, T Rios, S Menzel, YS Ong arXiv preprint arXiv:2406.14917, 2024 | 4 | 2024 |
| A Two-Phase Kriging-Assisted Evolutionary Algorithm for Expensive Constrained Multiobjective Optimization Problems Z Zhang, Y Wang, J Liu, G Sun, K Tang IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024 | 4 | 2024 |
| ExTrEMO: Transfer evolutionary multiobjective optimization with proof of faster convergence J Liu, A Gupta, C Ooi, YS Ong IEEE Transactions on Evolutionary Computation, 2024 | 4 | 2024 |
| Transfer optimization for heterogeneous drone delivery and pickup problem X Wen, G Wu, J Liu, YS Ong IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 2 | 2024 |
| Precise-physics driven text-to-3d generation Q Xu, J Liu, M Wong, C Chen, YS Ong arXiv preprint arXiv:2403.12438, 2024 | 2 | 2024 |
| Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization J Liu, A Gupta, YS Ong ACM Transactions on Evolutionary Learning and Optimization, 2024 | 2* | 2024 |
| Finding Sets of Pareto Sets in Real-World Scenarios–A Multitask Multiobjective Perspective J Liu, YS Ong, M Wong 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024 | 1 | 2024 |
| Physics-Informed Neuro-Evolution (PINE): A Survey and Prospects JC Wong, A Gupta, CC Ooi, PH Chiu, J Liu, YS Ong arXiv preprint arXiv:2501.06572, 2025 | | 2025 |
| Constrained Evolutionary Bayesian Optimization for Expensive Constrained Optimization Problems With Inequality Constraints J Liu, Y Wang, G Sun, T Pang IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024 | | 2024 |
| Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons J Liu, Z Sun, S Feng, YS Ong arXiv preprint arXiv:2411.10697, 2024 | | 2024 |
| Bayesian Forward-Inverse Transfer for Multiobjective Optimization T Wei, J Liu, A Gupta, PS Tan, YS Ong International Conference on Parallel Problem Solving from Nature, 135-152, 2024 | | 2024 |
| Towards End-to-End Prompt-Vision-Physics Neural Network for Fast Design Discovery Q Xu, J Liu, M Wong, G Jin, R Lau, YS Ong, S Menzel, T Rios, JH Lim, ... 2024 IEEE Conference on Artificial Intelligence (CAI), 1432-1435, 2024 | | 2024 |
| Inverse Multiobjective Optimization by Generative Model Prompting J Liu, A Gupta, YS Ong, PS Tan 2024 IEEE Conference on Artificial Intelligence (CAI), 737-740, 2024 | | 2024 |
| Fast Convergence PINNs Using Pseudo-Density Embedding: A study on Solid Mechanics M Wong, J Liu, G Jin, K Li, DNC Nam 2024 IEEE Conference on Artificial Intelligence (CAI), 569-572, 2024 | | 2024 |
