Qiu, Xinchi

1. Flower: A Friendly Federated Learning Research Framework
   2020/07/28 by Daniel J. Beutel, Taner Topal, Beutel, Daniel J. +19 · 1 voice · 90 citations
   Computer Science · Mathematics · #Internet Traffic Analysis and Secure E-voting #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #cs.CV #cs.LG #stat.ML
2. The Future of Large Language Model Pre-training is Federated
   2024/05/17 by Lorenzo Sani, Alex Iacob, Sani, Lorenzo +19 · 1 voice · 6 citations
   Computer Science · #Topic Modeling
3. Can Federated Learning Save The Planet?
   2020/10/13 by Xinchi Qiu, Titouan Parcollet, Qiu, Xinchi +9 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. LLM Unlearning via Neural Activation Redirection
   2025/02/11 by William F. Shen, Shen, William F., Xinchi Qiu +13 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG) #Neural Networks and Applications
5. Efficient Vertical Federated Learning with Secure Aggregation
   2023/05/18 by Qiu, Xinchi, Pan, Heng, Zhao, Wanru +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Photon: Federated LLM Pre-Training
   2024/11/05 by Lorenzo Sani, Alex Iacob, Sani, Lorenzo +18 · 3 citations
   Engineering · Physics and Astronomy · #Advanced Radiotherapy Techniques #Advanced X-ray and CT Imaging #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
7. Sheaf HyperNetworks for Personalized Federated Learning
   2024/05/31 by Bao Nguyen, Lorenzo Sani, Nguyen, Bao +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
8. How Data Inter-connectivity Shapes LLMs Unlearning: A Structural Unlearning Perspective
   2024/06/24 by Xinchi Qiu, William F. Shen, Qiu, Xinchi +10 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Open Education and E-Learning
9. AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling
   2025/07/11 by Aleksandrov, Preslav, Kurmanji, Meghdad, Redondo, Fernando Garcia +7 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?
    2025/05/26 by Zexi Li, xianghui wang, Li, Zexi +13 · 2 citations
    Computer Science · #Natural Language Processing Techniques