Ke Ye

1. Apple Intelligence Foundation Language Models
   2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 2 citations
   #cs.AI #cs.CL #cs.LG
2. Gemini: A Family of Highly Capable Multimodal Models
   2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
3. The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
   2022/10/12 by Zonglin Li, Chong You, Li, Zonglin +19 · 20 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
4. Schubert varieties and distances between subspaces of different dimensions
   2014/07/03 by Ke Ye, Ye, Ke, Lek‐Heng Lim +1 · 9 citations
   Computer Science · Engineering · #14M15 #14N20 #15A18 #51K99 #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #Algebraic Geometry (math.AG) #FOS: Mathematics #Numerical Analysis (math.NA) #Polynomial and algebraic computation
5. 3d TQFTs from Argyres-Douglas theories
   2018/09/12 by Mykola Dedushenko, Sergei Gukov, Dedushenko, Mykola +7 · 6 citations
   Physics and Astronomy · Mathematics · #Black Holes and Theoretical Physics #Algebraic structures and combinatorial models #Homotopy and Cohomology in Algebraic Topology
6. Optimization on flag manifolds
   2019/07/01 by Ke Ye, Ken Sze-Wai Wong, Ye, Ke +3 · 5 citations
   Mathematics · Computer Science · #Statistical and numerical algorithms #Image and Signal Denoising Methods #Matrix Theory and Algorithms
7. Every matrix is a product of Toeplitz matrices
   2013/07/19 by Ke Ye, Lek‐Heng Lim, Ye, Ke +1 · 3 citations
   Computer Science · Engineering · Mathematics · #14A10 #15B05 #Advanced Combinatorial Mathematics #Algebraic Geometry (math.AG) #FOS: Mathematics #Matrix Theory and Algorithms #graph theory and CDMA systems
8. On the geometry of tensor network states
   2011/05/23 by J. M. Landsberg, Qi Yang, Landsberg, J. M. +3 · 2 citations
   Computer Science · Mathematics · #Topological and Geometric Data Analysis #Tensor decomposition and applications #Homotopy and Cohomology in Algebraic Topology
9. Fast structured matrix computations: tensor rank and Cohn--Umans method
   2016/01/03 by Ke Ye, Ye, Ke, Lek‐Heng Lim +1 · 2 citations
   Computer Science · Mathematics · #13P25 #15B05 #22D20 #65F50 #65Y20 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Rings and Algebras (math.RA) #Tensor decomposition and applications
10. FFINet: Future Feedback Interaction Network for Motion Forecasting
    2023/11/08 by Miao Kang, Kang, Miao, Shengqi Wang +9 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Time Series Analysis and Forecasting
11. The Grassmannian of affine subspaces
    2018/07/28 by Lek‐Heng Lim, Lim, Lek-Heng, Ken Sze-Wai Wong +3 · 2 citations
    Mathematics · Chemistry · Computer Science · #Advanced Statistical Methods and Models #Spectroscopy and Chemometric Analyses #Face and Expression Recognition
12. Linear Convergence of an Alternating Polar Decomposition Method for Low Rank Orthogonal Tensor Approximations
    2019/12/09 by Shenglong Hu, Ke Ye, Hu, Shenglong +1 · 2 citations
    Computer Science · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Tensor decomposition and applications
13. Semi-Riemannian Manifold Optimization
    2018/12/18 by Tingran Gao, Gao, Tingran, Lek‐Heng Lim +3 · 2 citations
    Engineering · Mathematics · #49M05 #49M15 #53B30 #53C50 #90C30 #Advanced Numerical Analysis Techniques #Advanced Optimization Algorithms Research #F.2.1 #FOS: Mathematics #G.1.6 #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Topology Optimization in Engineering
14. Grassmannian optimization is NP-hard
    2024/06/27 by Zehua Lai, Lai, Zehua, Lek‐Heng Lim +3 · 3 citations
    Engineering · Mathematics · #03D15 #65K10 #68Q25 #90C23 #90C26 #90C60 #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #graph theory and CDMA systems
15. Simpler Grassmannian optimization
    2020/09/28 by Zehua Lai, Lai, Zehua, Lek‐Heng Lim +3 · 1 citation
    Computer Science · Engineering · Mathematics · #14M15 #49Q12 #62H12 #65F25 #90C30 #90C53 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
16. Simple matrix expressions for the curvatures of Grassmannian
    2024/06/17 by Zehua Lai, Lek‐Heng Lim, Lai, Zehua +3 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Matrix Theory and Algorithms #Mathematics and Applications #Advanced Mathematical Theories and Applications
17. Simple matrix models for the flag, Grassmann, and Stiefel manifolds
    2024/07/18 by Lek‐Heng Lim, Ke Ye, Lim, Lek-Heng +1 · 2 citations
    Computer Science · #14M15 #22E70 #53Z30 #57S25 #65J05 #90C48 #Differential Geometry (math.DG) #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
18. Rational Curves on Real Classical Groups
    2024/08/08 by Zijia Li, Ke Ye, Li, Zijia +1 · 1 citation
    Mathematics · #14H45 #14L30 #14L35 #20G20 #26C15 #70B05 #Advanced Algebra and Geometry #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #FOS: Computer and information sciences #FOS: Mathematics #Group Theory (math.GR) #Symbolic Computation (cs.SC) #advanced mathematical theories
19. Euclidean distance degree in manifold optimization
    2025/02/14 by Zehua Lai, Lek‐Heng Lim, Lai, Zehua +3 · 1 citation
    Engineering · #14M15 #15A24 #58C05 #58K05 #90C26 #Advanced Measurement and Metrology Techniques #Advanced Numerical Analysis Techniques #Algebraic Geometry (math.AG) #Differential Geometry (math.DG) #FOS: Mathematics #Optimization and Control (math.OC)
20. Commutative algebra-enhanced topological data analysis
    2025/04/12 by Cameron Hu, Yu Wang, Hu, Chuanshen +7 · 1 citation
    Computer Science · Medicine · #Topological and Geometric Data Analysis #Clusterin in disease pathology