Huang, Yuxiao
- Learning to Transfer for Evolutionary Multitasking
2024/06/20 by Sheng-Hao Wu, Yuxiao Huang, Wu, Sheng-Hao +9 · 4 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- Autonomous Multi-Objective Optimization Using Large Language Model
2024/06/13 by Huang, Yuxiao, Wu, Shenghao, Zhang, Wenjie +3 · 3 citations
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems
2024/03/04 by Yuxiao Huang, Wenjie Zhang, Huang, Yuxiao +7 · 2 citations
Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Optimization and Packing Problems #Vehicle Routing Optimization Methods
- Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily
2021/12/27 by Wang, Tao, Wang, Rui, Jin, Di +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling
2025/03/23 by Huang, Yongqi, Zhao, Jitao, He, Dongxiao +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)