Jiang, Xia
- Distributed stochastic gradient tracking algorithm with variance reduction for non-convex optimization
2021/06/28 by Xia Jiang, Jiang, Xia, Xianlin Zeng +5 · 2 citations
Computer Science · Engineering · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Distributed synchronous and asynchronous algorithms for semi-definite programming with diagonal constraints
2021/04/01 by Xia Jiang, Xianlin Zeng, Jiang, Xia +5 · 1 citation
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Optimization and Search Problems
- Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization
2024/08/22 by Xia Jiang, Jiang, Xia, Yaoxin Wu +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Efficient Single-Loop Stochastic Algorithms for Nonconvex-Concave Minimax Optimization
2025/01/10 by Jiang, Xia, Zhu, Linglingzhi, Zheng, Taoli +1 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)