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researcher

Shoufeng Ma

2 papers hereh-index 343.4k citations135 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

works on
agent-based simulation 1behavioral bias 1human decision making 1large language models 1prospect theory 1route choice 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.AI2026

Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling

Jiangtao Han, Shoufeng Ma, Shuxian Xu +4

The paper investigates whether large language models can replicate human route‑choice biases by comparing LLM decisions to patterns predicted by cumulative prospect theory, showing…

physics.soc-ph2026

Human adaptive variability stabilises collective traffic dynamics

Shirui Zhou, Ching Jin, Junfang Tian +5

Automated systems are often designed on the assumption that replacing human behavioural variability with precise, uniform algorithmic control improves collective performance. In au…

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