CaR: A Cutting and Repulsion-Based Evolutionary Framework for Mixed-Integer Programming Problems. - Jiao Liu 006; Yong Wang 002; Pei-Qiu Huang; Shouyong Jiang (IEEE Trans. Cybern., 2022)

Multisurrogate-Assisted Ant Colony Optimization for Expensive Optimization Problems With Continuous and Categorical Variables. - Jiao Liu 006; Yong Wang 002; Guangyong Sun; Tong Pang (IEEE Trans. Cybern., 2022)

Surrogate-Assisted Differential Evolution With Region Division for Expensive Optimization Problems With Discontinuous Responses. - Yong Wang 002; Jianqing Lin; Jiao Liu 006; Guangyong Sun; Tong Pang (IEEE Trans. Evol. Comput., 2022)

A Biobjective Perspective for Mixed-Integer Programming. - Jiao Liu 006; Yong Wang 002; Bin Xin 002; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Inverse Transfer Multiobjective Optimization. - Jiao Liu 006; Abhishek Gupta 001; Yew-Soon Ong (CoRR, 2023)

Solving Highly Expensive Optimization Problems via Evolutionary Expected Improvement. - Jiao Liu 006; Yong Wang 002; Guangyong Sun; Tong Pang (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Finding Sets of Pareto Sets in Real-World Scenarios - A Multitask Multiobjective Perspective. - Jiao Liu 006; Yew Soon Ong; Melvin Wong (CEC, 2024)

Inverse Multiobjective Optimization by Generative Model Prompting. - Jiao Liu 006; Abhishek Gupta 001; Yew-Soon Ong; Puay Siew Tan (CAI, 2024)

Towards End-to-End Prompt-Vision-Physics Neural Network for Fast Design Discovery. - Qingshan Xu 001; Jiao Liu 006; Melvin Wong; Ge Jin; Ryan Lau; Yew-Soon Ong; Stefan Menzel; Thiago Rios; Joo-Hwee Lim; Chin Chun Ooi (CAI, 2024)

Bayesian Forward-Inverse Transfer for Multiobjective Optimization. - Tingyang Wei; Jiao Liu 006; Abhishek Gupta 001; Puay Siew Tan; Yew-Soon Ong (PPSN (4), 2024)

Precise-Physics Driven Text-to-3D Generation. - Qingshan Xu 001; Jiao Liu 006; Melvin Wong; Caishun Chen; Yew-Soon Ong (CoRR, 2024)

LLM2FEA: Discover Novel Designs with Generative Evolutionary Multitasking. - Melvin Wong; Jiao Liu 006; Thiago Rios; Stefan Menzel; Yew Soon Ong (CoRR, 2024)

Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons. - Jiao Liu 006; Zhu Sun 001; Shanshan Feng 001; Yew-Soon Ong (CoRR, 2024)

A Two-Phase Kriging-Assisted Evolutionary Algorithm for Expensive Constrained Multiobjective Optimization Problems. - Zhiyao Zhang; Yong Wang 002; Jiao Liu 006; Guangyong Sun; Ke Tang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization. - Jiao Liu 006; Abhishek Gupta 001; Yew-Soon Ong (ACM Trans. Evol. Learn. Optim., 2024)

Convergence of Expensive Multi-Objective Optimizers: From ParEGO to ExTrEMO. - Haofeng Wu; Tingyang Wei; Jiao Liu 006; Meng Xu 008; Yew-Soon Ong; Yaochu Jin (CEC, 2025)

Physics-Informed Neuro-Evolution (PINE): A Survey and Prospects. - Jian Cheng Wong; Abhishek Gupta 001; Chin Chun Ooi; Pao-Hsiung Chiu; Jiao Liu 006; Yew-Soon Ong (CoRR, 2025)

ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster Convergence. - Jiao Liu 006; Abhishek Gupta 001; Chinchun Ooi; Yew-Soon Ong (IEEE Trans. Evol. Comput., 2025)

Transfer Optimization for Heterogeneous Drone Delivery and Pickup Problem. - Xupeng Wen; Guohua Wu 001; Jiao Liu 006; Yew-Soon Ong (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

(θl, θu)-Parametric Multi-Task Optimization: Joint Search in Solution and Infinite Task Spaces. - Tingyang Wei; Jiao Liu 006; Abhishek Gupta 001; Puay Siew Tan; Yew-Soon Ong (CoRR, 2025)

Constrained Evolutionary Bayesian Optimization for Expensive Constrained Optimization Problems With Inequality Constraints. - Jiao Liu 006; Yong Wang 002; Guangyong Sun; Tong Pang (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects. - Zihan Hong; Yushi Wu; Zhiting Zhao; Shanshan Feng 001; Jianghong Ma; Jiao Liu 006; Tianjun Wei (CoRR, 2025)

A Plug-and-Play Multi-Criteria Guidance for Diverse In-Betweening Human Motion Generation. - Hua Yu 006; Jiao Liu 006; Xu Gui 001; Melvin Wong; Yaqing Hou; Yew-Soon Ong (CoRR, 2025)

LLM2TEA: An Agentic AI Designer for Discovery With Generative Evolutionary Multitasking. - Melvin Wong; Jiao Liu 006; Thiago Rios; Stefan Menzel; Yew-Soon Ong (IEEE Comput. Intell. Mag., 2025)