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Zhang, Guojun

  1. MiniMax-01: Scaling Foundation Models with Lightning Attention
    2025/01/14 by Ao Li, MiniMax, Aonian Li +191 · 3 voices · 49 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CL #cs.CV
  2. Federated Learning Meets Multi-objective Optimization
    2020/06/20 by Zeou Hu, Kiarash Shaloudegi, Hu, Zeou +5 · 11 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  3. f-Domain-Adversarial Learning: Theory and Algorithms
    2021/06/21 by David Acuna, Acuna, David, Guojun Zhang +5 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  4. Quantifying and Improving Transferability in Domain Generalization
    2021/06/07 by Guojun Zhang, Han Zhao, Zhang, Guojun +5 · 6 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Fetal and Pediatric Neurological Disorders
  5. HPR-LP: An implementation of an HPR method for solving linear programming
    2024/08/22 by Chen, Kaihuang, Sun, Defeng, Yuan, Yancheng +2 · 9 citations
    #65Y20 #90C05 #90C06 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
  6. Robust Multi-Task Learning with Excess Risks
    2024/02/03 by He, Yifei, Zhou, Shiji, Zhang, Guojun +5 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Understanding Hessian Alignment for Domain Generalization
    2023/08/22 by Hemati, Sobhan, Zhang, Guojun, Estiri, Amir +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning
    2024/02/15 by Lu, Yiwei, Zhang, Guojun, Sun, Sun +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Optimality and Stability in Non-Convex Smooth Games
    2020/02/27 by Zhang, Guojun, Poupart, Pascal, Yu, Yaoliang · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  10. Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process
    2022/06/13 by Haolin Yu, Yu, Haolin, Kaiyang Guo +9 · 2 citations
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  11. DP2-VAE: Differentially Private Pre-trained Variational Autoencoders
    2022/08/05 by Dihong Jiang, Jiang, Dihong, Guojun Zhang +9 · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  12. Accelerating preconditioned ADMM via degenerate proximal point mappings
    2024/03/27 by Sun, Defeng, Yuan, Yancheng, Zhang, Guojun +1 · 5 citations
    #68Q25 #90C06 #90C20 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)
  13. Private GANs, Revisited
    2023/02/06 by Bie, Alex, Kamath, Gautam, Zhang, Guojun · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models
    2023/12/08 by Sobhan Hemati, Hemati, Sobhan, Mahdi Beitollahi +9 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Infectious Diseases and Tuberculosis #Machine Learning (cs.LG) #Mycobacterium research and diagnosis
  15. Pressure-driven switching of magnetism in layered CrCl3
    2019/11/10 by Azkar Saeed Ahmad, Ahmad, Azkar Saeed, Yongcheng Liang +21 · 1 citation
    Engineering · Materials Science · #2D Materials and Applications #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Multiferroics and related materials #Perovskite Materials and Applications
  16. Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?
    2024/02/23 by Nader Asadi, Asadi, Nader, Mahdi Beitollahi +9 · 2 citations
    Engineering · Physics and Astronomy · #Advanced Measurement and Detection Methods #Combustion and flame dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Laser-Plasma Interactions and Diagnostics #Machine Learning (cs.LG)
  17. Domain Adversarial Training: A Game Perspective
    2022/02/10 by David Acuna, Marc T. Law, Acuna, David +5 · 1 citation
    Computer Science · #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  18. Proportional Fairness in Federated Learning
    2022/02/03 by Guojun Zhang, Zhang, Guojun, Saber Malekmohammadi +5 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data
  19. Mitigating Data Heterogeneity in Federated Learning with Data Augmentation
    2022/06/20 by Artur Back de Luca, de Luca, Artur Back, Guojun Zhang +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  20. Understanding the Role of Layer Normalization in Label-Skewed Federated Learning
    2023/08/18 by Zhang, Guojun, Beitollahi, Mahdi, Bie, Alex +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. DFML: Decentralized Federated Mutual Learning
    2024/02/02 by Khalil, Yasser H., Estiri, Amir H., Beitollahi, Mahdi +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  22. Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space
    2023/12/15 by Mohsin Hasan, Guojun Zhang, Hasan, Mohsin +7 · 1 citation
    Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Privacy-Preserving Technologies in Data
  23. HOT: An Efficient Halpern Accelerating Algorithm for Optimal Transport Problems
    2024/08/01 by Zhang, Guojun, Gu, Zhexuan, Yuan, Yancheng +1 · 3 citations
    #FOS: Mathematics #Optimization and Control (math.OC)
  24. Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
    2024/02/02 by Mahdi Beitollahi, Beitollahi, Mahdi, Alex Bie +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  25. HPR-QP: A dual Halpern Peaceman-Rachford method for solving large-scale convex composite quadratic programming
    2025/07/03 by Chen, Kaihuang, Sun, Defeng, Yuan, Yancheng +2 · 3 citations
    #65Y20 #90C06 #90C20 #90C25 #FOS: Mathematics #Optimization and Control (math.OC)