vix.ing · top · new · best · stats · spec

Anwar, Ali

  1. A Hybrid Approach to Privacy-Preserving Federated Learning
    2018/12/07 by Stacey Truex, Truex, Stacey, Nathalie Baracaldo +11 · 24 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  2. TiFL: A Tier-based Federated Learning System
    2020/01/25 by Zheng Chai, Chai, Zheng, Ahsan Ali +17 · 21 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Performance (cs.PF) #Privacy-Preserving Technologies in Data
  3. FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
    2020/10/12 by Zheng Chai, Chai, Zheng, Yujing Chen +9 · 10 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  4. InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache
    2020/01/28 by Ao Wang, Wang, Ao, Jingyuan Zhang Zhang +16 · 6 citations
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  5. IBM Federated Learning: an Enterprise Framework White Paper V0.1
    2020/07/22 by Heiko Ludwig, Nathalie Baracaldo, Ludwig, Heiko +45 · 5 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  6. Towards Federated Graph Learning for Collaborative Financial Crimes Detection
    2019/09/19 by Toyotaro Suzumura, Yi Zhou, Suzumura, Toyotaro +24 · 3 citations
    Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Crime, Illicit Activities, and Governance #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Statistical Finance (q-fin.ST)
  7. DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
    2022/07/15 by Runhua Xu, Nathalie Baracaldo, Xu, Runhua +9 · 4 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  8. FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
    2021/03/05 by Runhua Xu, Nathalie Baracaldo, Xu, Runhua +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  9. Safety Aware Task Planning via Large Language Models in Robotics
    2025/03/19 by Azal Ahmad Khan, Khan, Azal Ahmad, Michael Andrev +13 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO) #Software Reliability and Analysis Research
  10. MAP: Multi-Human-Value Alignment Palette
    2024/10/24 by Xinran Wang, Wang, Xinran, Qi Le +13 · 6 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Persona Design and Applications
  11. The Second Monocular Depth Estimation Challenge
    2023/04/14 by Jaime Spencer, Spencer, Jaime, C. Stella Qian +83 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  12. Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
    2022/02/25 by Nathalie Baracaldo, Ali Anwar, Baracaldo, Nathalie +19 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
  13. Characterizing Co-located Datacenter Workloads: An Alibaba Case Study
    2018/08/08 by Yue Cheng, Cheng, Yue, Zheng Chai +3 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
  14. Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing
    2025/02/21 by Le, Qi, Diao, Enmao, Wang, Ziyan +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. MeanCache: User-Centric Semantic Caching for LLM Web Services
    2024/03/05 by Waris Gill, Gill, Waris, Mohamed Elidrisi +8 · 2 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Data Quality and Management
  16. Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
    2021/02/01 by Syed Zawad, Zawad, Syed, Ahsan Ali +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  17. LADs: Leveraging LLMs for AI-Driven DevOps
    2025/02/28 by Khan, Ahmad Faraz, Khan, Azal Ahmad, Mohamed, Anas +7 · 5 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
  18. SPATL: Salient Parameter Aggregation and Transfer Learning for Heterogeneous Clients in Federated Learning
    2021/11/29 by Sixing Yu, Phuong Nguyen, Yu, Sixing +9 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Vehicular Ad Hoc Networks (VANETs)
  19. InfiniStore: Elastic Serverless Cloud Storage
    2022/09/03 by Jingyuan Zhang, Ao Wang, Zhang, Jingyuan +19 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  20. A Framework for Incentivized Collaborative Learning
    2023/05/26 by Xinran Wang, Wang, Xinran, Qi Le +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data
  21. Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
    2025/09/26 by Ahmed, Ammar, Khan, Azal Ahmad, Ahmad, Ayaan +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)