Qian, Chendi
- Probabilistically Rewired Message-Passing Neural Networks
2023/10/03 by Qian, Chendi, Manolache, Andrei, Ahmed, Kareem +4 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Ordered Subgraph Aggregation Networks
2022/06/22 by Chendi Qian, Gaurav Rattan, Qian, Chendi +7 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
- Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems
2023/10/16 by Chendi Qian, Qian, Chendi, Didier Chételat +3 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Machine Learning and Algorithms
- Probabilistic Graph Rewiring via Virtual Nodes
2024/05/27 by Chendi Qian, Andrei Manolache, Qian, Chendi +5 · 5 citations
Computer Science · #Energy Efficient Wireless Sensor Networks #Graph Theory and Algorithms #Service-Oriented Architecture and Web Services
- Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis
2023/09/11 by Ye, Wenxuan, Qian, Chendi, An, Xueli +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- Towards graph neural networks for provably solving convex optimization problems
2025/02/04 by Chendi Qian, Christopher G. Morris, Qian, Chendi +1 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)