Xie, Xingyu

1. Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
   2022/08/13 by Xingyu Xie, Pan Zhou, Xie, Xingyu +7 · 20 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Optimization and Control (math.OC)
2. On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization
   2024/05/26 by Xiao, Jiancong, Li, Ziniu, Xie, Xingyu +4 · 14 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
3. Differentiable Linearized ADMM
   2019/05/15 by Xie, Xingyu, Wu, Jianlong, Zhong, Zhisheng +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. High Quality Segmentation for Ultra High-resolution Images
   2021/11/29 by Shen, Tiancheng, Zhang, Yuechen, Qi, Lu +5 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Global Convergence of Over-parameterized Deep Equilibrium Models
   2022/05/27 by Zenan Ling, Ling, Zenan, Xingyu Xie +7 · 1 citation
   Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
6. LoCo: Low-Bit Communication Adaptor for Large-scale Model Training
   2024/07/05 by Xingyu Xie, Xie, Xingyu, Zhijie Lin +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques
7. CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics
   2025/09/19 by Nithin Somasekharan, Somasekharan, Nithin, Ling Yue +15 · 2 citations
   Computer Science · #Topic Modeling
8. Optimization Hyper-parameter Laws for Large Language Models
   2024/09/07 by Xie, Xingyu, Kuangyu Ding, Shuicheng Yan +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Natural Language Processing Techniques #Optimization and Control (math.OC) #Topic Modeling