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researcher

A. Ajorlou

11 papers hereh-index 141k citations74 works total

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

author position
  • first author2
  • middle author9

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

fields
  • cs.LG3
  • eess.SY3
  • cs.SI2
  • math.OC2
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedDemystifying Oversmoothing in Attention-Based Graph Neural Networks

10 citations · 15 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

eess.SY2023

Estimating True Beliefs in Opinion Dynamics with Social Pressure

Jennifer Tang, Aviv Adler, Amir Ajorlou +1

Social networks often exert social pressure, causing individuals to adapt their expressed opinions to conform to their peers. An agent in such systems can be modeled as having a (t…

eess.SY2023

Stochastic Opinion Dynamics under Social Pressure in Arbitrary Networks

Jennifer Tang, Aviv Adler, Amir Ajorlou +1

Social pressure is a key factor affecting the evolution of opinions on networks in many types of settings, pushing people to conform to their neighbors' opinions. To study this, th…

cs.LG2023★ 10 cited

Demystifying Oversmoothing in Attention-Based Graph Neural Networks

Xinyi Wu, Amir Ajorlou, Zihui Wu +1

Oversmoothing in Graph Neural Networks (GNNs) refers to the phenomenon where increasing network depth leads to homogeneous node representations. While previous work has established…

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