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Xiao-Yang Liu

Columbia University

43 papers hereh-index 417.1k citations238 works total

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

author position
  • sole author1
  • first author9
  • middle author19
  • last author9

Across the 38 of 43 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CV9
  • q-fin.ST5
  • q-fin.TR4
  • cs.IT3
  • cs.CL2
affiliations
  • Columbia University
Homepage
same name
  • Xiao-Yang Liu — 10 papers, h 8
  • Xiao-Yang Liu — 8 papers, h 14
  • Xiao-yang Liu — 6 papers, h 3
  • Xiao-Yang Liu — 5 papers, h 1
  • Xiao-Yang Liu — 3 papers, h 3
  • Xiao-Yang Liu — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedSeismic facies recognition based on prestack data using deep convolutional autoencoder

169 citations · 799 across the 43 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

q-fin.TR2025

A Practical Machine Learning Approach for Dynamic Stock Recommendation

Hongyang Yang, Xiao-Yang Liu, Qingwei Wu

Stock recommendation is vital to investment companies and investors. However, no single stock selection strategy will always win while analysts may not have enough time to check al…

q-fin.TR2025

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy

Hongyang Yang, Xiao-Yang Liu, Shan Zhong +1

Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and dynamic stock market. In this paper, we pro…

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