Chao Qian
- Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy
2023/08/27 by Chengrui Gao, Gao, Chengrui, Haopu Shang +7 · 9 citations
Engineering · #Traffic control and management #Traffic Prediction and Management Techniques #Vehicle Routing Optimization Methods
- Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
2022/10/04 by Lei Song, Song, Lei, Ke Xue +5 · 6 citations
Computer Science · #Metaheuristic Optimization Algorithms Research #Advanced Image and Video Retrieval Techniques #Machine Learning and Data Classification
- Multi-agent Dynamic Algorithm Configuration
2022/10/13 by Ke Xue, Jiacheng Xu, Xue, Ke +11 · 4 citations
Business, Management and Accounting · Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
- Reinforced In-Context Black-Box Optimization
2024/02/27 by Lei Song, Song, Lei, Chenxiao Gao +13 · 4 citations
Engineering · #Scheduling and Optimization Algorithms
- Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms
2023/06/05 by Chao Bian, Yawen Zhou, Bian, Chao +5 · 3 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
- A First Running Time Analysis of the Strength Pareto Evolutionary Algorithm 2 (SPEA2)
2024/06/23 by Shengjie Ren, Ren, Shengjie, Chao Bian +5 · 4 citations
Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #VLSI and FPGA Design Techniques
- Offline Multi-Objective Optimization
2024/06/06 by Ke Xue, Rong-Xi Tan, Xue, Ke +5 · 3 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Process Optimization and Integration
- Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers
2023/05/10 by Lei Yuan, Ziqian Zhang, Yuan, Lei +15 · 2 citations
Agricultural and Biological Sciences · Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Insect and Pesticide Research #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
- How Can Reinforcement Learning Achieve Expert-level Placement?
2026/04/28 by Ruo-Tong Chen, Ke Xue, Chengrui Gao +7 · 3 voices
#cs.AR #cs.AI #cs.LG
- Fast Teammate Adaptation in the Presence of Sudden Policy Change
2023/05/10 by Ziqian Zhang, Lei Yuan, Zhang, Ziqian +13 · 2 citations
Computer Science · #Reinforcement Learning in Robotics
- Bayesian Optimization using Pseudo-Points
2019/10/12 by Chao Qian, Qian, Chao, Hang Xiong +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Macro Placement by Wire-Mask-Guided Black-Box Optimization
2023/06/29 by Yunqi Shi, Ke Xue, Shi, Yunqi +5 · 2 citations
Engineering · #VLSI and FPGA Design Techniques #3D IC and TSV technologies #Advancements in Photolithography Techniques
- Maximizing Submodular or Monotone Approximately Submodular Functions by Multi-objective Evolutionary Algorithms
2017/11/20 by Chao Qian, Yang Yu, Qian, Chao +7 · 1 citation
Computer Science · Engineering · #Metaheuristic Optimization Algorithms Research #Scheduling and Optimization Algorithms #Vehicle Routing Optimization Methods
- Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models
2025/06/08 by Ren-Jian Wang, Wang, Ren-Jian, Ke Xue +13 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Offline Model-Based Optimization by Learning to Rank
2024/10/15 by Ke Xue, Tan, Rong-Xi, Xue, Ke +12 · 2 citations
Decision Sciences · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Real-time simulation and control systems #Simulation Techniques and Applications
- Monte Carlo Tree Search based Space Transfer for Black-box Optimization
2024/12/10 by Ke Xue, Wang, Shukuan, Xue, Ke +6 · 2 citations
Computer Science · #Parallel Computing and Optimization Techniques #Medical Image Segmentation Techniques #Distributed and Parallel Computing Systems
- Quality-Diversity Algorithms Can Provably Be Helpful for Optimization
2024/01/19 by Chao Qian, Ke Xue, Qian, Chao +3 · 1 citation
Engineering · Computer Science · #Scheduling and Optimization Algorithms #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics
- Escaping Local Optima in Global Placement
2024/02/28 by Ke Xue, Lin Xi, Xue, Ke +9 · 1 citation
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques
- An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms
2024/06/04 by Chao Bian, Bian, Chao, Shengjie Ren +5 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #Metaheuristic Optimization Algorithms Research
- Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings
2025/06/08 by Ming Chen, Tan, Rong-Xi, Chen, Ming +10 · 3 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis