Zhu, Xingyu

1. Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks
   2020/10/08 by Yikai Wu, Wu, Yikai, Xingyu Zhu +7 · 4 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, Zhu, Xingyu, Beier Zhu +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. Selective Vision-Language Subspace Projection for Few-shot CLIP
   2024/07/24 by Zhu, Xingyu, Zhu, Beier, Tan, Yi +3 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
4. Accelerating Diffusion Transformer via Error-Optimized Cache
   2025/01/31 by Shuo Wang, Qiu, Junxiang, Wang, Shuo +7 · 6 citations
   Computer Science · Engineering · #Neural Networks and Applications #Analog and Mixed-Signal Circuit Design #Low-power high-performance VLSI design
5. Understanding Edge-of-Stability Training Dynamics with a Minimalist Example
   2022/10/07 by Xingyu Zhu, Zhu, Xingyu, Zixuan Wang +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)
6. Boosting Few-Shot Learning via Attentive Feature Regularization
   2024/03/23 by Xingyu Zhu, Shuo Wang, Zhu, Xingyu +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
7. On the topology of manifolds with nonnegative Ricci curvature and linear volume growth
   2024/10/20 by Navarro, Dimitri, Pan, Jiayin, Zhu, Xingyu · 3 citations
   #Differential Geometry (math.DG) #FOS: Mathematics
8. On the Power of Context-Enhanced Learning in LLMs
   2025/03/03 by Xingyu Zhu, Abinash Panigrahi, Zhu, Xingyu +3 · 3 citations
   Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
9. 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
10. Regulation of Proton-α Differential Flow by Compressive Fluctuations and Ion-scale Instabilities in the Solar Wind
    2023/08/03 by Zhu, Xingyu, Verscharen, Daniel, He, Jiansen +2 · 1 citation
    #FOS: Physical sciences #Geophysics (physics.geo-ph) #Plasma Physics (physics.plasm-ph) #Solar and Stellar Astrophysics (astro-ph.SR) #Space Physics (physics.space-ph)
11. Fairness in the Assignment Problem with Uncertain Priorities
    2023/01/31 by Zeyu Shen, Zhiyi Wang, Shen, Zeyu +7 · 1 citation
    Economics, Econometrics and Finance · Decision Sciences · #Game Theory and Voting Systems #Auction Theory and Applications #Decision-Making and Behavioral Economics
12. 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
13. A Quasar Pair Sample Compiled from DESI DR1
    2025/05/06 by Jing Liang, Jing, Liang, Qihang Chen +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
14. Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation
    2024/05/14 by Wang, Yuchen, Zhu, Xingyu, Ye, Guanhui +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences