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researcher

Mingliang Hou

3 papers here

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

author position
  • middle author1

Across the 1 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3
ORCID 0000-0001-5225-2195
same name
  • Mingliang Hou — 2 papers, h 12

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
20232025
most citedDigital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach

7 citations · 11 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2025★ 3 cited

EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection

Jing Ren, Mingliang Hou, Zhixuan Liu +1

Graph anomaly detection is a popular and vital task in various real-world scenarios, which has been studied for several decades. Recently, many studies extending deep learning-base…

cs.LG2024★ 7 cited

Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach

Xin Chen, Mingliang Hou, Tao Tang +2

With the arrival of the big data era, mobility profiling has become a viable method of utilizing enormous amounts of mobility data to create an intelligent transportation system. M…

cs.LG2023★ 1 cited

Coupled Attention Networks for Multivariate Time Series Anomaly Detection

Feng Xia, Xin Chen, Shuo Yu +3

Multivariate time series anomaly detection (MTAD) plays a vital role in a wide variety of real-world application domains. Over the past few years, MTAD has attracted rapidly increa…

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