Frontiers in artificial intelligence and applications 2025: all accepted papers
- Formal Ontology in Information Systems ↗Nicola Guarino, Corso Stati Uniti470 citations
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory ↗Prateek Chhikara, Dev Khant, Saket Aryan et al.57 citations
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters ↗Klaudia Bałazy, Mohammadreza Banaei, Karl Aberer et al.19 citations
- GeoSAM: Fine-Tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation ↗Rafi Ibn Sultan, Chengyin Li, Hui Zhu et al.16 citations
- Ontology Population Using LLMs ↗Sanaz Saki Norouzi, Adrita Barua, Antrea Christou et al.12 citations
- Person, Thing, Robot: A Moral and Legal Ontology for the 21st Century and Beyond ↗David J. Gunkel9 citations
- An Ontology-Driven Graph RAG for Legal Norms: A Hierarchical, Temporal, and Deterministic Approach ↗Hudson de Martim8 citations
- Cross-Modal Temporal Fusion for Financial Market Forecasting ↗Yunhua Pei, John Cartlidge, Anandadeep Mandal et al.8 citations
- Digital Inclusion in Ecuadorian Education Through Innovative Resources for Teaching Entrepreneurship ↗Aracelly Fernanda Núñez-Naranjo, Tania Morales Molina, Catalina Silva-Ordóñez et al.7 citations
- LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool ↗Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh et al.7 citations
- Legal Knowledge and Information Systems ↗Thomas F. Gordon7 citations
- Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs ↗Mehdi Ali, Michael Fromm, Klaudia Thellmann et al.6 citations
- BoBa: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning ↗Zhengyuan Jiang, Xingyu Lyu, Shanghao Shi et al.5 citations
- Design Studies and Intelligence Engineering ↗International Symposium on Design Studies and Intelligence Engineering 2024 Hangzhou, Jain, L. C. 1946-, Balas, Valentina E. 1956- et al.5 citations
- Does ChatGPT Understand the Law? A Case Study on Road Homicide in Italy ↗Grazia Garzo, Alessandro Palumbo5 citations
- Enhancing Academic Credential Integrity Through Blockchain-Based Verification Systems ↗Normi Sham Awang Abu Bakar, Norzariyah Yahya, Norbik Bashah Idris et al.5 citations
- FAIRGAME: A Framework for AI Agents Bias Recognition Using Game Theory ↗Alessio Buscemi, Daniele Proverbio, Alessandro Di Stefano et al.5 citations
- Model Recovery at the Edge Under Resource Constraints for Physical AI ↗Bin Xu, Ayan Banerjee, Sandeep K. S. Gupta5 citations
- Open Research Knowledge Graph: A Large-Scale Neuro-Symbolic Knowledge Organization System ↗Sören Auer, Jennifer D’Souza, Kheir Eddine Farfar et al.5 citations
- Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases ↗Christian Di Maio, Cristian Cosci, Marco Maggini et al.5 citations
- SyncGuard: Robust Audio Watermarking Capable of Countering Desynchronization Attacks ↗Zhenliang Gan, Xiaoxiao Hu, Sheng Li et al.5 citations
- The Effects of Generative Artificial Intelligence Technologies on Writing Tasks in Foreign Language Learning ↗Anna P. Avramenko, Anna A. Nasonova, A. N. Tarasov et al.5 citations
- AI Chatbots in Banking: Transforming Customer Service and Operational Efficiency ↗Sairamakrishna BuchiReddy Karri, Sandesh Gawali, Srinivasarao Rayankula et al.4 citations
- Context-Aware Adaptive Visualizations for Critical Decision Making ↗Ángela López-Cardona, Mireia Masias, Nuwan T. Attygalle et al.4 citations
- Detecting Suicidal Ideations on Reddit with Transformer Models ↗Eldar Yeskuatov, Sook-Ling Chua, Lee Kien Foo4 citations
- Diffusion Noise Feature: Accurate and Fast Generated Image Detection ↗Yichi Zhang, Xiaogang Xu4 citations
- Explainable AI for Brain Age Prediction: Design, Implementation, and Formative Evaluation of an Interactive Tool ↗Maria Luigia Natalia De Bonis, Giuseppe Fasano, Angela Lombardi et al.4 citations
- From Surface to Semantics: Semantic Structure Parsing for Table-Centric Document Analysis ↗Xuan Li, Jialiang Dong, Raymond K. Wong4 citations
- KG-HTC: Integrating Knowledge Graphs into LLMs for Zero-Shot Hierarchical Text Classification ↗Qianbo Zang, Igor Tchappi, Christophe Zgrzendek et al.4 citations
- Neuro-Symbolic AI in Life Sciences ↗Robert Hoehndorf, Cátia Pesquita, Fernando Zhapa-Camacho4 citations
- OMoE: Diversifying Mixture of Low-Rank Adaptation by Orthogonal Finetuning ↗Jinyuan Feng, Zhiqiang Pu, Tianyi Hu et al.4 citations
- On Robustness and Reliability of Benchmark-Based Evaluation of LLMs ↗Riccardo Lunardi, Vincenzo Della Mea, Stefano Mizzaro et al.4 citations
- PedDet: Adaptive Spectral Optimization for Multimodal Pedestrian Detection ↗Rui Zhao, Zeyu Zhang, Yiyi Xu et al.4 citations
- Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs ↗Hung Manh Pham, Jialu Tang, Aaqib Saeed et al.4 citations
- SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts ↗Revanth Gangi Reddy, Daniel C. Lee, Yi R. Fung et al.4 citations
- Subconscious Robotic Imitation Learning ↗Xie Jun, Zhicheng Wang, Jianwei Tan et al.4 citations
- Systematic Review of Large Language Model Applications in Programming Education ↗Suzuki Haruto, Leonard Chukwualuka Nnadi, Yutaka Watanobe4 citations
- Trustworthy Knowledge Graphs: Practices and Approaches ↗Bohui Zhang, Elisavet Koutsiana, Yihang Zhao et al.4 citations
- Uncertainty-Aware Knowledge Transformers for Peer-to-Peer Energy Trading with Multi-Agent Reinforcement Learning ↗Mian Ibad Ali Shah, Enda Barrett, Karl Mason4 citations
- A Review of Research on the Impact of the Digital Economy on Automotive Supply Chain Resilience ↗Haishui Jin, Zihui Wang3 citations
- A Roadmap for Embodied and Social Grounding in LLMs ↗Sara Incao, Carlo Mazzola, Giulia Belgiovine et al.3 citations
- Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications ↗Jean Lelong, Adnane Errazine, Annabelle Blangero3 citations
- Better AI with Designed Friction: Theories, Applications and Research Agenda ↗Chiara Natali, Mohammad Naiseh, Federico Cabitza et al.3 citations
- CSAOT: Cooperative Multi-Agent System for Active Object Tracking ↗Hy Nguyen, Bao Pham, Srikanth Thudumu et al.3 citations
- DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection ↗A. Enes Doruk, Hasan Fehmi Ates3 citations
- Exploiting GenAI for Plan Generation in BDI Agents ↗Giovanni Ciatto, Gianluca Aguzzi, Riccardo Battistini et al.3 citations
- Face-MakeUp: Multimodal Facial Prompts for Text-to-Image Generation ↗Dawei Dai, Mingming Jia, Yinxiu Zhou et al.3 citations
- FedVLM: Scalable Personalized Vision-Language Models Through Federated Learning ↗Arkajyoti Mitra, Afia Anjum, Paul Agbaje et al.3 citations
- Flexible Blood Glucose Control: Offline Reinforcement Learning from Human Feedback ↗Harry Emerson, Sam Gordon James, Matthew Guy et al.3 citations
- From Benchmarking to Understanding FairML ↗Mykola Pechenizkiy, Hilde Weerts, Cassio Polpo de Campos et al.3 citations
- From Grounding to Planning: Benchmarking Bottlenecks in Web Agents ↗Segev Shlomov, Ben Wiesel, Aviad Sela et al.3 citations
- From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning ↗Chao Feng, Yuanzhe Gao, Alberto Huertas Celdrán et al.3 citations
- HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms ↗Tiancheng Zhang, Cheng Zhang, Shuren Liu et al.3 citations
- Human Response to Decision Support in Face Matching: The Influence of Task Difficulty and Machine Accuracy ↗Marina Estévez-Almenzar, Ricardo A. Baeza-Yates, Carlos Castillo3 citations
- Interaction Minimalism: Minimizing HRI to Reduce Emotional Dependency on Robots ↗Jack Luigi Henry Contro, Martim Brandão3 citations
- Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis ↗Martin Atzmueller, Tim Bohne, Patricia Windler3 citations
- LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention ↗Jiangling Zhang, Weijie Zhu, Jirui Huang et al.3 citations
- Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts ↗Pasquale De Marinis, Nicola Fanelli, Raffaele Scaringi et al.3 citations
- Let Me Talk to You! Natural Language Interaction Between Humans and BDI Agents via ChatBDI ↗Andrea Gatti, Viviana Mascardi, Angelo Ferrando3 citations
- Leveraging Large Language Models for Accurate Sign Language Translation in Low-Resource Scenarios ↗Luana Bulla, Gabriele Tuccio, Misael Mongiovı̀ et al.3 citations
- Neurosymbolic Methods for Dynamic Knowledge Graphs ↗Mehwish Alam, Genet Asefa Gesese, Pierre-Henri Paris3 citations
- SPIN-ODE: Stiff Physics-Informed Neural ODE for Chemical Reaction Rate Estimation ↗Wenqing Peng, Zhi-Song Liu, Michael H. Boy3 citations
- Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding ↗Daniel Bethell, Simos Gerasimou, Radu Călinescu et al.3 citations
- The Role of Organizational Culture in Healthcare: A Rapid Review ↗Ljupcho Efremov, Vera Dimitrievska, Layal Kallach et al.3 citations
- Token Pruning in Audio Transformers: Optimizing Performance and Decoding Patch Importance ↗Taehan Lee, Hyuk‐Jun Lee3 citations
- Which Neurons Nudge Normative Stance? Causal Tests and Mechanistic Evidence via Contrastive Last-Token Steering ↗Davide Liga, Liuwen Yu3 citations
- Who Do We Become When We Talk to Machines? ↗Sherry Turkle3 citations
- A New One-Shot Federated Learning Framework for Medical Imaging Classification with Feature-Guided Rectified Flow and Knowledge Distillation ↗Yufei Ma, Hanwen Zhang, Qiya Yang et al.2 citations
- AI Fairness Beyond Complete Demographics: Current Achievements and Future Directions ↗Zichong Wang, Zhipeng Yin, Roland H. C. Yap et al.2 citations
- AUTHNET: Neural Network with Integrated Authentication Logic ↗Yuling Cai, Xiang Fan, Guozhu Meng et al.2 citations
- Active Inference for Ethical Decision-Making in Socially Assistive Robotics ↗Ilaria Alfieri, Maria Raffa2 citations
- An Empirical Analysis of the Impact of AI on Regional Economic Resilience ↗Xinyi Zhu2 citations
- Automated Creation of a Legal Knowledge Graph Addressing Cases of Violence Against Women. Resource Methodology and Lessons Learned ↗Claudia d’Amato, Giuseppe Rubini, Francesco Didio et al.2 citations
- Automating AI Failure Tracking: Semantic Association of Reports in AI Incident Database ↗Diego Russo, Gian Marco Orlando, Valerio La Gatta et al.2 citations
- Bitcoin Volatility Forecasting Based on Time Series Decomposition and Deep Learning Model ↗Yankun Sun, Xiaolong Tang, Yile Jiang2 citations
- CP-Bench: Evaluating Large Language Models for Constraint Modelling ↗Kostis Michailidis, Dimosthenis C. Tsouros, Tias Guns2 citations
- Can Large Language Models Compete with Specialized Models in Lexical Semantic Change Detection? ↗Frank D. Zamora-Reina, Felipe Bravo-Márquez, Dominik Schlechtweg et al.2 citations
- CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants ↗Amit Finkman Noah, Avishag Shapira, Eden Bar Kochva et al.2 citations
- DHLight: Multi-Agent Policy-Based Directed Hypergraph Learning for Traffic Signal Control ↗Zhen Lei, Zhishu Shen, Kang Wang et al.2 citations
- Deep Learning Based 3D Volume Correlation for Additive Manufacturing Using High-Resolution Industrial X-Ray Computed Tomography ↗Keerthana Chand, Tobias Fritsch, Bardia Hejazi et al.2 citations
- Digital Leadership and Sustainability in Manufacturing: The Mediating Role of Green Innovation ↗Luying Gan, Shitong Chu2 citations
- Do LLMs Truly “Understand” when a Precedent Is Overruled? ↗Li Zhang, Jaromír Šavelka, Kevin D. Ashley2 citations
- Educational Chatbot for Facilitating Collaborative Tasks: A Hybrid Planner-LLM Approach ↗Laura Cardús y Font, Inmaculada Rodríguez, P. Soler et al.2 citations
- Empowering IT-Supported Research Management: Leveraging Data Science Methods for Informed Decisions ↗Otmane Azeroual2 citations
- Enhancing LLM’s Expressive Abilities Through Defining Roles and Evaluation Indicators ↗Changxu Ma, Na Li, Bo Lu2 citations
- Ethical Implications of Stereotyping Robots in Public Spaces ↗Lena Fiedler2 citations
- Ethical Perspectives on Natural Autonomy and Artificial Autonomy ↗Meriem Beghili, Mohamed Chétouani, Anouk Barberousse2 citations
- Evaluating the Simulation of Human Personality-Driven Susceptibility to Misinformation with LLMs ↗Manuel Pratelli, Marinella Petrocchi2 citations
- Examination of the Bi-LTSM Massive-MIMO RIS NOMA over Time Selective Nakagami-m Fading Channel Conditions ↗Pardeep Kumar, Priyanka Singh, Ravi Shankar et al.2 citations
- Explainable AI for Sustainable Process Planning in Wire Arc Additive Manufacturing ↗Rosa Abate, Guido Guizzi, Giulio Mattera et al.2 citations
- Exploration and Practice of Educational Mode That Integrates “Post-Course-Competition-Certificate” in Mechatronics Technology Profession of Higher Vocational College ↗Zhe Liu, Zuming Li, Yu Xing et al.2 citations
- Extracting Core Meaning from Legal Queries Using Semantic Technologies ↗Dang V. Dung, Vuong T. Pham, Huong Chi Mai Tran et al.2 citations
- FPBoost: Fully Parametric Gradient Boosting for Survival Analysis ↗Alberto Archetti, Eugenio Lomurno, Diego Piccinotti et al.2 citations
- Few-Shot Learning on Graphs ↗Chuxu Zhang, Kaize Ding, Jundong Li2 citations
- Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters ↗Sarmistha Das, Priya Mathur, Ishani Sharma et al.2 citations
- From Bits to Boardrooms: A Cutting-Edge Multi-Agent LLM Framework for Business Excellence ↗Zihao Wang, Junming Zhang2 citations
- From Competition to Centralization: The Oligopoly in Ethereum Block Building Auctions ↗Fei Wu, Thomas Thiery, Stefanos Leonardos et al.2 citations
- From Text to DSL: Evaluating Grammar-Based Model Generation Using Open LLMs ↗Junaid Baber, Nicolas Hili, Didier Schwab et al.2 citations
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