Research Interest

Publications

• Dan-Xuan Liu, Yi-Heng Xu, and Chao Qian*. Peptide Vaccine Design by Evolutionary Multi-objective Optimization. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24) (CCF-A), Jeju Island, South Korea, 2024, pp.6967-6975. (Oral) [PDF] [Code]
• Dan-Xuan Liu, Xin Mu, and Chao Qian*. Human Assisted Learning by Evolutionary Multi-objective Optimization. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'23) (CCF-A), Washington, DC, 2023, pp.12453-12461. (Oral) [PDF] [Code]
• Dan-Xuan Liu and Chao Qian*. Biased Pareto Optimization for Subset Selection with Dynamic Cost Constraints. In: Proceedings of the 18th International Conference on Parallel Problem Solving from Nature (PPSN'24) (CCF-B), Hagenberg, Austria, 2024, pp.236-251. [PDF] [Code]
• Chao Qian*, Dan-Xuan Liu, and Zhi-Hua Zhou. Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical Guarantees. Artificial Intelligence (AIJ) (CCF-A), 2022, 309: 103737. [Preprint] [PDF]
• Chao Qian*, Dan-Xuan Liu, Chao Feng, and Ke Tang. Multi-objective Evolutionary Algorithms are Generally Good: Maximizing Monotone Submodular Functions over Sequences. Theoretical Computer Science (TCS) (CCF-B), 2023, 943: 241-266. [Preprint] [PDF]
• Yi-Xiao He, Dan-Xuan Liu, Shen-Huan Lyu, Chao Qian*, and Zhi-Hua Zhou. Multi-class Imbalance Problem: A Multi-objective Solution. Information Sciences (CCF-B), 2024, 680: 121156. [PDF]
• Dan-Xuan Liu, Yu-Ran Gu, Chao Qian*, Xin Mu, and Ke Tang. Migrant Resettlement by Evolutionary Multi-objective Optimization. IEEE Transactions on Artificial Intelligence, in press. [PDF] [Code]
• Dan-Xuan Liu and Chao Qian*. Result Diversification with Negative Type Distances by Multi-objective Evolutionary Algorithms. Fundamental Research, in press. [PDF]

Awards and Experiences