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researcher

M. Ganzha

29 papers hereh-index 222.7k citations342 works total

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

author position
  • middle author23
  • last author4

Across the 27 of 29 papers where every author was matched, so the position is known.

fields
  • cs.CL6
  • cs.LG6
  • cs.DB5
  • cs.MA3
  • cs.NI2
  • cs.SE2

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA Review of Platforms for the Development of Agent Systems

32 citations · 115 across the 29 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.RO2026

Semantic Radiance Fields as Simulators for Spatial Reasoning in Real-World Scenes

Nico Heider, Michał Jan Włodarczyk, Katarzyna Wasielewska-Michniewska +5

Training and evaluating spatial reasoning in embodied agents requires diverse environments that are both geometrically faithful and semantically queryable. Synthetic simulators off…

cs.CL2026

Clickbait detection: quick inference with maximum impact

Soveatin Kuntur, Panggih Kusuma Ningrum, Anna Wróblewska +2

We propose a lightweight hybrid approach to clickbait detection that combines OpenAI semantic embeddings with six compact heuristic features capturing stylistic and informational c…

cs.CL2026

Graph Neural Networks for Misinformation Detection: Performance-Efficiency Trade-offs

Soveatin Kuntur, Maciej Krzywda, Anna Wróblewska +4

The rapid spread of online misinformation has led to increasingly complex detection models, including large language models and hybrid architectures. However, their computational c…

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