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Seungmin Jin

6 papers hereh-index 7480 citations9 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.HC2

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed

177 citations · 196 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 18 cited

Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting

Hyunwook Lee, Seungmin Jin, Hyeshin Chu +2

Traffic forecasting is a challenging problem due to complex road networks and sudden speed changes caused by various events on roads. A number of models have been proposed to solve…

cs.LG2021★ 1 cited

An Empirical Experiment on Deep Learning Models for Predicting Traffic Data

Hyunwook Lee, Cheonbok Park, Seungmin Jin +3

To tackle ever-increasing city traffic congestion problems, researchers have proposed deep learning models to aid decision-makers in the traffic control domain. Although the propos…

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