Scholar

Songbin Liu

Google Scholar ID: W5FuHzcAAAAJ

Columbia University

signal processingmessage passing algorithmshigh-dimensional statistics

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Citations & Impact

All-time

Citations

33

H-index

3

i10-index

2

Publications

5

Co-authors

0

Contact

No contact links provided.

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

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)