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Mingxing Peng

14 papers hereh-index 7256 citations14 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • cs.AI7
  • cs.RO5
  • cs.LG1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedTowards Explainable Traffic Flow Prediction with Large Language Models

108 citations · 184 across the 12 of their papers we have counts for

collaborators
Showing 2025 · cs.AIShow all

2 papers · 2 filters

cs.AI2025

AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing

Xusen Guo, Mingxing Peng, Xixuan Hao +4

Web-based participatory urban sensing has emerged as a vital approach for modern urban management by leveraging mobile individuals as distributed sensors. However, existing urban s…

cs.AI2025

LD-Scene: LLM-Guided Diffusion for Controllable Generation of Adversarial Safety-Critical Driving Scenarios

Mingxing Peng, Yuting Xie, Xusen Guo +3

Ensuring the safety and robustness of autonomous driving systems necessitates a comprehensive evaluation in safety-critical scenarios. However, these safety-critical scenarios are…

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