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Ren Xin

9 papers hereh-index 6169 citations17 works total

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

author position
  • first author5
  • middle author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.RO8
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedReal-Time Metric-Semantic Mapping for Autonomous Navigation in Outdoor Environments

23 citations · 38 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.RO2025

NetRoller: Interfacing General and Specialized Models for End-to-End Autonomous Driving

Ren Xin, Hongji Liu, Xiaodong Mei +4

Integrating General Models (GMs) such as Large Language Models (LLMs), with Specialized Models (SMs) in autonomous driving tasks presents a promising approach to mitigating challen…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.