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Jian-Feng Cai

Identifiers

  • name variant Jian-Feng Cai 0.60 · backfill

Papers (30)

  1. AdaPreLoRA: Adafactor Preconditioned Low-Rank Adaptation cs.LG · 2026 · author #3
  2. Online Riemannian Gradient Descent for Quantum State Tomography with Matrix Product Operators quant-ph · 2026 · author #1
  3. Improving Classifier-Free Guidance of Flow Matching via Manifold Projection cs.CV · 2026 · author #1
  4. Fast Single Image Reflection Suppression via Convex Optimization cs.CV · 2019 · author #4
  5. Large Scale 2D Spectral Compressed Sensing in Continuous Domain eess.SP · 2019 · author #1
  6. Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections cs.LG · 2018 · author #1
  7. Data-Driven Tight Frame for Cryo-EM Image Denoising and Conformational Classification stat.CO · 2018 · author #7
  8. Exploiting the structure effectively and efficiently in low rank matrix recovery math.NA · 2018 · author #1
  9. Solving systems of phaseless equations via Riemannian optimization with optimal sampling complexity math.NA · 2018 · author #1
  10. Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery -- Application in Fast NMR Spectroscopy eess.SP · 2018 · author #2
  11. Scalable Incremental Nonconvex Optimization Approach for Phase Retrieval math.OC · 2018 · author #2
  12. Separation-Free Super-Resolution from Compressed Measurements is Possible: an Orthonormal Atomic Norm Minimization Approach cs.IT · 2017 · author #4
  13. Fast Rank One Alternating Minimization Algorithm for Phase Retrieval math.OC · 2017 · author #1
  14. Spectral Compressed Sensing via Projected Gradient Descent math.OC · 2017 · author #1
  15. Accelerated Magnetic Resonance Spectroscopy with Vandermonde Factorization physics.med-ph · 2017 · author #3
  16. Fast and Provable Algorithms for Spectrally Sparse Signal Reconstruction via Low-Rank Hankel Matrix Completion cs.IT · 2016 · author #1
  17. Guarantees of Riemannian Optimization for Low Rank Matrix Completion math.NA · 2016 · author #2
  18. Guarantees of Riemannian Optimization for Low Rank Matrix Recovery math.NA · 2015 · author #2
  19. Precise Phase Transition of Total Variation Minimization cs.IT · 2015 · author #3
  20. Block Iterative Reweighted Algorithms for Super-Resolution of Spectrally Sparse Signals cs.IT · 2015 · author #3
  21. Projected Wirtinger Gradient Descent for Low-Rank Hankel Matrix Completion in Spectral Compressed Sensing cs.IT · 2015 · author #1
  22. Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging physics.med-ph · 2015 · author #3
  23. Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction cs.CV · 2015 · author #2
  24. Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction cs.IT · 2015 · author #1
  25. Precise Semidefinite Programming Formulation of Atomic Norm Minimization for Recovering d-Dimensional ($d\geq 2$) Off-the-Grid Frequencies cs.IT · 2013 · author #2
  26. Guarantees of Total Variation Minimization for Signal Recovery cs.IT · 2013 · author #1
  27. Cine cone beam CT reconstruction using low-rank matrix factorization: algorithm and a proof-of-princple study physics.med-ph · 2012 · author #1
  28. Strongly Convex Programming for Exact Matrix Completion and Robust Principal Component Analysis cs.IT · 2011 · author #2
  29. Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration stat.ML · 2010 · author #2
  30. A Singular Value Thresholding Algorithm for Matrix Completion math.OC · 2008 · author #1

Mentions

  • 1301.6791 #1 · backfill · confidence 0.70 Jian-Feng Cai
  • 1204.3595 #1 · backfill · confidence 0.70 Jian-Feng Cai
  • 1112.3946 #2 · backfill · confidence 0.70 Jian-Feng Cai
  • 1012.0975 #2 · backfill · confidence 0.70 Jian-Feng Cai
  • 0810.3286 #1 · backfill · confidence 0.70 Jian-Feng Cai

Frequent Coauthors