Xu, Chuan

1. Throughput-Optimal Topology Design for Cross-Silo Federated Learning
   2020/10/23 by Othmane Marfoq, Chuan Xu, Marfoq, Othmane +5 · 7 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Ferroelectric and Negative Capacitance Devices
2. Decentralized gradient methods: does topology matter?
   2020/02/28 by Giovanni Neglia, Neglia, Giovanni, Chuan Xu +5 · 4 citations
   Computer Science · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Dynamic backup workers for parallel machine learning
   2020/04/30 by Xu, Chuan, Neglia, Giovanni, Sebastianelli, Nicola · 1 citation
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. Efficient passive membership inference attack in federated learning
   2021/10/31 by Zari, Oualid, Xu, Chuan, Neglia, Giovanni · 1 citation
   #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. The Cell Ontology in the age of single-cell omics
   2025/06/10 by Tan, Shawn Zheng Kai, Puig-Barbe, Aleix, Goutte-Gattat, Damien +32 · 2 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Other Quantitative Biology (q-bio.OT)
6. Challenges and perspectives in computational deconvolution of genomics data
   2022/11/21 by Lana X. Garmire, Yijun Li, Garmire, Lana X. +15 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #Gene expression and cancer classification #Other Quantitative Biology (q-bio.OT)
7. mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs
   2025/05/16 by Xu, Chuan, Chen, Qiaosheng, Feng, Yutong +1 · 2 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. Tackling Small Sample Survival Analysis via Transfer Learning: A Study of Colorectal Cancer Prognosis
   2025/01/21 by Zhao, Yonghao, Li, Changtao, Shu, Chi +7 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)