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Aviral Kumar

9 papers hereh-index 6501 citations11 works total

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

author position
  • middle author2
  • last author7

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

fields
  • cs.LG4
  • cs.RO3
  • cs.AI1
  • cs.CV1
same name
  • Aviral Kumar — 59 papers, h 46
  • Aviral Kumar — 12 papers, h 7
  • Aviral Kumar — 6 papers, h 3
  • Aviral Kumar — 5 papers, h 4
  • Aviral Kumar — 3 papers, h 4
  • Aviral Kumar — 2 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedRaC: Robot Learning for Long-Horizon Tasks by Scaling Recovery and Correction

1 citations · 1 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks

Vansh Kapoor, Aman Gupta, Hao Chen +3

Multi-step reasoning tasks like mathematical problem solving are vulnerable to cascading failures, where a single incorrect step leads to complete solution breakdown. Current LLM r…

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