Zhiyuan Yang

1. Pareto Set Learning for Neural Multi-objective Combinatorial Optimization
   2022/03/29 by Xi Lin, Zhiyuan Yang, Lin, Xi +3 · 10 citations
   Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
2. A Systematic Survey on Large Language Models for Algorithm Design
   2024/10/11 by Fei Liu, Yiming Yao, Liu, Fei +20 · 16 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
3. Smooth Tchebycheff Scalarization for Multi-Objective Optimization
   2024/02/29 by Xi Lin, Xiaoyuan Zhang, Lin, Xi +9 · 10 citations
   Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
4. Pareto Set Learning for Expensive Multi-Objective Optimization
   2022/10/16 by Xi Lin, Zhiyuan Yang, Lin, Xi +5 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
5. Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models
   2025/07/14 by Zejian Li, Yize Li, Li, Zejian +16 · 4 citations
   Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks
6. Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume
   2024/03/08 by Ping Guo, Cheng Gong, Guo, Ping +7 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
7. Behavioral Fingerprinting of Large Language Models
   2025/09/02 by Zehua Pei, H Zhen, Pei, Zehua +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. An improvement on the largest prime factors of consecutive integers
   2026/07/17 by Zhiyuan Yang
   #math.NT