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Muhammad Ayub Sabir

7 papers hereh-index 122 citations10 works total

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

author position
  • first author3
  • middle author3
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

works on
low-bit quantization 1model tuning 1post-training quantization 1semantic segmentation 1sgd optimization 1

From the 1 of 7 linked papers with an AI index.

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

Large Multimodal Agents for Intelligent Transportation Systems: Architectures, Evidence, and Deployment Challenges

Muhammad Ayub Sabir, Shaohong Zheng, Zhiyu Qu +2

Large multimodal agents (LMAs) are increasingly proposed for intelligent transportation systems (ITS), but existing studies often conflate multimodality, agency, empirical performa…

cs.AI2026

Artificial Intelligence for Understanding and Managing Transportation Behavior in Sustainable Smart Cities

Junbiao Pang, Muhammad Ayub Sabir, Fatima Ashraf

Urban transportation systems generate heterogeneous data, yet these data do not automatically become actionable management intelligence. This chapter adopts a behavior-centered per…

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