Guojun Zhang

1. MiniMax-01: Scaling Foundation Models with Lightning Attention
   2025/01/14 by MiniMax, Ao Li, Aonian Li +191 · 3 voices · 36 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, Hu, Zeou, Kiarash Shaloudegi +5 · 8 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, Guojun Zhang, Acuna, David +5 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning
4. Quantifying and Improving Transferability in Domain Generalization
   2021/06/07 by Guojun Zhang, Zhang, Guojun, Han Zhao +5 · 4 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Fetal and Pediatric Neurological Disorders
5. The diagnostic value of serum C-reactive protein, procalcitonin, interleukin-6 and lactate dehydrogenase in patients with severe acute pancreatitis
   2020/08/20 by Fengming Tian, Huijun Li, Liang Wang +8 · 26 citations
   Medicine · #Pancreatitis Pathology and Treatment #Sepsis Diagnosis and Treatment #COVID-19 Clinical Research Studies
6. Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process
   2022/06/13 by Haolin Yu, Kaiyang Guo, Yu, Haolin +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
7. 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
8. Domain Adversarial Training: A Game Perspective
   2022/02/10 by David Acuna, Acuna, David, Marc T. Law +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
9. 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
10. DP²-VAE: Differentially Private Pre-trained Variational Autoencoders
    2022/08/05 by Dihong Jiang, Guojun Zhang, Jiang, Dihong +9 · 1 citation
    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
11. Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models
    2023/12/08 by Sobhan Hemati, Hemati, Sobhan, Mahdi Beitollahi +9 · 1 citation
    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
12. Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space
    2023/12/15 by Mohsin Hasan, Hasan, Mohsin, Guojun Zhang +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
13. Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy?
    2024/02/23 by Nader Asadi, Asadi, Nader, Mahdi Beitollahi +9 · 1 citation
    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)
14. Parametric Feature Transfer: One-shot Federated Learning with Foundation Models
    2024/02/02 by Mahdi Beitollahi, Alex Bie, Beitollahi, Mahdi +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data