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researcher

Shansuo Liang

11 papers hereh-index 9215 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author10

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.IT9
  • eess.SP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedOn Capacity Optimality of OAMP: Beyond IID Sensing Matrices and Gaussian Signaling

9 citations · 14 across the 11 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022

Approximate Message Passing for Multi-Layer Estimation in Rotationally Invariant Models

Yizhou Xu, TianQi Hou, ShanSuo Liang +1

We consider the problem of reconstructing the signal and the hidden variables from observations coming from a multi-layer network with rotationally invariant weight matrices. The m…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.