Xingyu Zhu

1. Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks
   2020/10/08 by Yikai Wu, Xingyu Zhu, Wu, Yikai +7 · 5 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting
   2024/10/25 by Xingyu Zhu, Beier Zhu, Zhu, Xingyu +9 · 10 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
3. Understanding Edge-of-Stability Training Dynamics with a Minimalist Example
   2022/10/07 by Xingyu Zhu, Zixuan Wang, Zhu, Xingyu +7 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Mathematics #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)
4. Boosting Few-Shot Learning via Attentive Feature Regularization
   2024/03/23 by Xingyu Zhu, Zhu, Xingyu, Shuo Wang +9 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
5. On the Power of Context-Enhanced Learning in LLMs
   2025/03/03 by Xingyu Zhu, Zhu, Xingyu, Abinash Panigrahi +3 · 3 citations
   Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
6. Two-dimension vanishing, splitting and positive scalar curvature
   2023/04/22 by Xingyu Zhu, Zhu, Xingyu · 1 citation
   Mathematics · Medicine · #53C23 #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometry and complex manifolds #Metric Geometry (math.MG) #Ophthalmology and Eye Disorders #Primary 53C21
7. Fairness in the Assignment Problem with Uncertain Priorities
   2023/01/31 by Zeyu Shen, Shen, Zeyu, Zhiyi Wang +7 · 1 citation
   Economics, Econometrics and Finance · Decision Sciences · #Game Theory and Voting Systems #Auction Theory and Applications #Decision-Making and Behavioral Economics
8. Characterization of Turbulent Fluctuations in the Sub-Alfvenic Solar Wind
   2024/03/21 by G. P. Zank, Lingling Zhao, Zank, Gary P. +19 · 1 citation
   Computer Science · Physics and Astronomy · #Solar Radiation and Photovoltaics #Solar and Space Plasma Dynamics
9. A Quasar Pair Sample Compiled from DESI DR1
   2025/05/06 by Jing Liang, Qihang Chen, Jing, Liang +9 · 2 citations
   Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Astronomical Observations and Instrumentation #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Geophysics and Gravity Measurements #High Energy Astrophysical Phenomena (astro-ph.HE) #Scientific Research and Discoveries
10. T²MLR: Transformer with Temporal Middle-Layer Recurrence
    2026/07/16 by Ziyang Cai, Xingyu Zhu, Yihe Dong +2
    #cs.CL #cs.AI