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researcher

Alexander Ilin

8 papers hereh-index 568 citations12 works total

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

author position
  • middle author1
  • last author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL2
  • cs.LG2
  • cs.HC1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDiffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems

1 citations · 3 across the 8 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.HC2026

Tuning Qwen2.5-VL to Improve Its Web Interaction Skills

Alexandra Yakovleva, Henrik Pärssinen, Harri Valpola +2

Recent advances in vision-language models (VLMs) have sparked growing interest in using them to automate web tasks, yet their feasibility as independent agents that reason and act…

cs.AI2026

Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories

Ya Gao, Kalle Kujanpää, Pekka Marttinen +2

Enabling artificial intelligence systems, particularly large language models, to update knowledge and flexibly apply it during reasoning remains a central challenge. Existing knowl…

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