74 citations · 220 across the 30 of their papers we have counts for
30 papers
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…
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…
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…
EnergyTwin: A Multi-Agent System for Simulating and Coordinating Energy Microgrids
Jakub Muszyński, Ignacy Walużenicz, Patryk Zan +4
Microgrids are deployed to reduce purchased grid energy, limit exposure to volatile tariffs, and ensure service continuity during disturbances. This requires coordinating heterogen…
Contemporary Agent Technology: LLM-Driven Advancements vs Classic Multi-Agent Systems
Costin Bădică, Amelia Bădică, Maria Ganzha +4
This contribution provides our comprehensive reflection on the contemporary agent technology, with a particular focus on the advancements driven by Large Language Models (LLM) vs c…
Applying Text Mining to Analyze Human Question Asking in Creativity Research
Anna Wróblewska, Marceli Korbin, Yoed N. Kenett +3
Creativity relates to the ability to generate novel and effective ideas in the areas of interest. How are such creative ideas generated? One possible mechanism that supports creati…