---
title: "Frontiers in artificial intelligence and applications 2025"
description: "Frontiers in artificial intelligence and applications 2025 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2025/"
---
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# Frontiers in artificial intelligence and applications 2025 — papers

The works of Frontiers in artificial intelligence and applications published in 2025 that our library holds: 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**1,644** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2025/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2025/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Formal Ontology in Information Systems ↗](https://doi.org/10.3233/faia409)**Nicola Guarino, Corso Stati Uniti*470 citations*
2. **[Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory ↗](https://doi.org/10.3233/faia251160)**Prateek Chhikara, Dev Khant, Saket Aryan et al.*57 citations*
3. **[LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters ↗](https://doi.org/10.3233/faia251185)**Klaudia Bałazy, Mohammadreza Banaei, Karl Aberer et al.*19 citations*
4. **[GeoSAM: Fine-Tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation ↗](https://doi.org/10.3233/faia250844)**Rafi Ibn Sultan, Chengyin Li, Hui Zhu et al.*16 citations*
5. **[Ontology Population Using LLMs ↗](https://doi.org/10.3233/faia250217)**Sanaz Saki Norouzi, Adrita Barua, Antrea Christou et al.*12 citations*
6. **[Person, Thing, Robot: A Moral and Legal Ontology for the 21st Century and Beyond ↗](https://doi.org/10.3233/faia241565)**David J. Gunkel*9 citations*
7. **[An Ontology-Driven Graph RAG for Legal Norms: A Hierarchical, Temporal, and Deterministic Approach ↗](https://doi.org/10.3233/faia251598)**Hudson de Martim*8 citations*
8. **[Cross-Modal Temporal Fusion for Financial Market Forecasting ↗](https://doi.org/10.3233/faia251474)**Yunhua Pei, John Cartlidge, Anandadeep Mandal et al.*8 citations*
9. **[Digital Inclusion in Ecuadorian Education Through Innovative Resources for Teaching Entrepreneurship ↗](https://doi.org/10.3233/faia250049)**Aracelly Fernanda Núñez-Naranjo, Tania Morales Molina, Catalina Silva-Ordóñez et al.*7 citations*
10. **[LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool ↗](https://doi.org/10.3233/faia251446)**Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh et al.*7 citations*

## All works of the year (1,644)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Formal Ontology in Information Systems ↗](https://doi.org/10.3233/faia409)**Nicola Guarino, Corso Stati Uniti*470 citations*
2. **[Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory ↗](https://doi.org/10.3233/faia251160)**Prateek Chhikara, Dev Khant, Saket Aryan et al.*57 citations*
3. **[LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters ↗](https://doi.org/10.3233/faia251185)**Klaudia Bałazy, Mohammadreza Banaei, Karl Aberer et al.*19 citations*
4. **[GeoSAM: Fine-Tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation ↗](https://doi.org/10.3233/faia250844)**Rafi Ibn Sultan, Chengyin Li, Hui Zhu et al.*16 citations*
5. **[Ontology Population Using LLMs ↗](https://doi.org/10.3233/faia250217)**Sanaz Saki Norouzi, Adrita Barua, Antrea Christou et al.*12 citations*
6. **[Person, Thing, Robot: A Moral and Legal Ontology for the 21st Century and Beyond ↗](https://doi.org/10.3233/faia241565)**David J. Gunkel*9 citations*
7. **[An Ontology-Driven Graph RAG for Legal Norms: A Hierarchical, Temporal, and Deterministic Approach ↗](https://doi.org/10.3233/faia251598)**Hudson de Martim*8 citations*
8. **[Cross-Modal Temporal Fusion for Financial Market Forecasting ↗](https://doi.org/10.3233/faia251474)**Yunhua Pei, John Cartlidge, Anandadeep Mandal et al.*8 citations*
9. **[Digital Inclusion in Ecuadorian Education Through Innovative Resources for Teaching Entrepreneurship ↗](https://doi.org/10.3233/faia250049)**Aracelly Fernanda Núñez-Naranjo, Tania Morales Molina, Catalina Silva-Ordóñez et al.*7 citations*
10. **[LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool ↗](https://doi.org/10.3233/faia251446)**Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh et al.*7 citations*
11. **[Legal Knowledge and Information Systems ↗](https://doi.org/10.3233/faia416)**Thomas F. Gordon*7 citations*
12. **[Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs ↗](https://doi.org/10.3233/faia251328)**Mehdi Ali, Michael Fromm, Klaudia Thellmann et al.*6 citations*
13. **[BoBa: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning ↗](https://doi.org/10.3233/faia250914)**Zhengyuan Jiang, Xingyu Lyu, Shanghao Shi et al.*5 citations*
14. **[Design Studies and Intelligence Engineering ↗](https://doi.org/10.3233/faia405)**International Symposium on Design Studies and Intelligence Engineering 2024 Hangzhou, Jain, L. C. 1946-, Balas, Valentina E. 1956- et al.*5 citations*
15. **[Does ChatGPT Understand the Law? A Case Study on Road Homicide in Italy ↗](https://doi.org/10.3233/faia251578)**Grazia Garzo, Alessandro Palumbo*5 citations*
16. **[Enhancing Academic Credential Integrity Through Blockchain-Based Verification Systems ↗](https://doi.org/10.3233/faia250509)**Normi Sham Awang Abu Bakar, Norzariyah Yahya, Norbik Bashah Idris et al.*5 citations*
17. **[FAIRGAME: A Framework for AI Agents Bias Recognition Using Game Theory ↗](https://doi.org/10.3233/faia251300)**Alessio Buscemi, Daniele Proverbio, Alessandro Di Stefano et al.*5 citations*
18. **[Model Recovery at the Edge Under Resource Constraints for Physical AI ↗](https://doi.org/10.3233/faia251275)**Bin Xu, Ayan Banerjee, Sandeep K. S. Gupta*5 citations*
19. **[Open Research Knowledge Graph: A Large-Scale Neuro-Symbolic Knowledge Organization System ↗](https://doi.org/10.3233/faia250216)**Sören Auer, Jennifer D’Souza, Kheir Eddine Farfar et al.*5 citations*
20. **[Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases ↗](https://doi.org/10.3233/faia251293)**Christian Di Maio, Cristian Cosci, Marco Maggini et al.*5 citations*
21. **[SyncGuard: Robust Audio Watermarking Capable of Countering Desynchronization Attacks ↗](https://doi.org/10.3233/faia250937)**Zhenliang Gan, Xiaoxiao Hu, Sheng Li et al.*5 citations*
22. **[The Effects of Generative Artificial Intelligence Technologies on Writing Tasks in Foreign Language Learning ↗](https://doi.org/10.3233/faia250110)**Anna P. Avramenko, Anna A. Nasonova, A. N. Tarasov et al.*5 citations*
23. **[AI Chatbots in Banking: Transforming Customer Service and Operational Efficiency ↗](https://doi.org/10.3233/faia251498)**Sairamakrishna BuchiReddy Karri, Sandesh Gawali, Srinivasarao Rayankula et al.*4 citations*
24. **[Context-Aware Adaptive Visualizations for Critical Decision Making ↗](https://doi.org/10.3233/faia251433)**Ángela López-Cardona, Mireia Masias, Nuwan T. Attygalle et al.*4 citations*
25. **[Detecting Suicidal Ideations on Reddit with Transformer Models ↗](https://doi.org/10.3233/faia250112)**Eldar Yeskuatov, Sook-Ling Chua, Lee Kien Foo*4 citations*

[See all 1,644 papers in Frontiers in artificial intelligence and applications 2025 — papers →](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/2025/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[Segmentation and Processing of German Court Decisions from Open Legal Data](https://md.research.elamur.ai/free/en/papers/darji-2026-segmentation-processing-german-court-decisions/) [Frontiers in artificial intelligence and applications](https://md.research.elamur.ai/free/en/venues/frontiers-in-artificial-intelligence-and-applications/)**Harshil Darji, Martin Heckelmann, Christina Kratsch, et al.*2025 · 1 citation*

## Top topics

Topics of its works in our library, with the number of works on each.

[Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Legal AI (1)](https://md.research.elamur.ai/free/en/topics/legal-ai/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Christina Kratsch**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/christina-kratsch/) · [🧑‍🔬**Gerard de Melo**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/gerard-de-melo/) · [🧑‍🔬**Harshil Darji**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/harshil-darji/) · [🧑‍🔬**Martin Heckelmann**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/martin-heckelmann/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**HTW Berlin - University of Applied Sciences** Berlin · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/htw-berlin-university-of-applied-sciences/) · [🔬**Hasso Plattner Institute** Potsdam · Germany 1 work here](https://md.research.elamur.ai/free/en/labs/hasso-plattner-institute/) · [🎓**University of Potsdam** Potsdam · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-potsdam/)

works and citations from OpenAlex and our library.

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