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Pengrui Quan

9 papers hereh-index 793 citations18 works total

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

author position
  • first author4
  • middle author5

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

fields
  • cs.LG4
  • cs.AI2
  • cs.CL1
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedOn the amplification of security and privacy risks by post-hoc explanations in machine learning models

5 citations · 10 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2025

Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges

Pengrui Quan, Brian Wang, Kang Yang +2

Spatiotemporal reasoning plays a key role in Cyber-Physical Systems (CPS). Despite advances in Large Language Models (LLMs) and Large Reasoning Models (LRMs), their capacity to rea…

cs.AI2024

SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing

Pengrui Quan, Xiaomin Ouyang, Jeya Vikranth Jeyakumar +3

Effective processing, interpretation, and management of sensor data have emerged as a critical component of cyber-physical systems. Traditionally, processing sensor data requires p…

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