Scholar
Songbin Liu
Google Scholar ID: W5FuHzcAAAAJ
Columbia University
signal processing
message passing algorithms
high-dimensional statistics
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Citations & Impact
All-time
Citations
33
H-index
3
i10-index
2
Publications
5
Co-authors
0
Publications
5 items
MBD: A Model-Based Debiasing Framework Across User, Content, and Model Dimensions
2026
Cited
0
Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale Recommenders
2026
Cited
0
Orthogonal Approximate Message Passing Algorithms for Rectangular Spiked Matrix Models with Rotationally Invariant Noise
2026
Cited
0
Orthogonal Approximate Message Passing with Optimal Spectral Initializations for Rectangular Spiked Matrix Models
2025
Cited
0
Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise
arXiv.org · 2024
Cited
2
