Saved in:
| Main Authors: | Tzachristas, Ioannis, Sui, Aifen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2511.19780 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Mathematical Theory of Top-$k$ Sparse Attention via Total Variation Distance
by: Tzachristas, Georgios, et al.
Published: (2025)
by: Tzachristas, Georgios, et al.
Published: (2025)
Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?
by: Tzachristas, Ioannis, et al.
Published: (2025)
by: Tzachristas, Ioannis, et al.
Published: (2025)
What Matters to Enhance Traffic Rule Compliance of Imitation Learning for End-to-End Autonomous Driving
by: Zhou, Hongkuan, et al.
Published: (2023)
by: Zhou, Hongkuan, et al.
Published: (2023)
To Neuro-Symbolic Classification and Beyond by Compiling Description Logic Ontologies to Probabilistic Circuits
by: Lazzari, Nicolas, et al.
Published: (2026)
by: Lazzari, Nicolas, et al.
Published: (2026)
A Challenge to Build Neuro-Symbolic Video Agents
by: Shah, Sahil, et al.
Published: (2025)
by: Shah, Sahil, et al.
Published: (2025)
Towards Neuro-Symbolic Video Understanding
by: Choi, Minkyu, et al.
Published: (2024)
by: Choi, Minkyu, et al.
Published: (2024)
Creating an LLM-based AI-agent: A high-level methodology towards enhancing LLMs with APIs
by: Tzachristas, Ioannis
Published: (2024)
by: Tzachristas, Ioannis
Published: (2024)
Enhancing Large Language Models through Neuro-Symbolic Integration and Ontological Reasoning
by: Vsevolodovna, Ruslan Idelfonso Magana, et al.
Published: (2025)
by: Vsevolodovna, Ruslan Idelfonso Magana, et al.
Published: (2025)
Ontology-Guided Neuro-Symbolic Inference: Grounding Language Models with Mathematical Domain Knowledge
by: Labre, Marcelo
Published: (2026)
by: Labre, Marcelo
Published: (2026)
A Neuro-Symbolic Multi-Agent Approach to Legal-Cybersecurity Knowledge Integration
by: Bonfanti, Chiara, et al.
Published: (2025)
by: Bonfanti, Chiara, et al.
Published: (2025)
ATA: A Neuro-Symbolic Approach to Implement Autonomous and Trustworthy Agents
by: Peer, David, et al.
Published: (2025)
by: Peer, David, et al.
Published: (2025)
Neuro-Symbolic Agents for Hallucination-Free Requirements Reuse
by: Ibrahim, Ahmed F.
Published: (2026)
by: Ibrahim, Ahmed F.
Published: (2026)
A Semantic Framework for Neuro-Symbolic Computing
by: Odense, Simon, et al.
Published: (2022)
by: Odense, Simon, et al.
Published: (2022)
Multi-Intent Spoken Language Understanding: Methods, Trends, and Challenges
by: Wu, Di, et al.
Published: (2025)
by: Wu, Di, et al.
Published: (2025)
CyberCane: Neuro-Symbolic RAG for Privacy-Preserving Phishing Detection with Formal Ontology Reasoning
by: Hakim, Safayat Bin, et al.
Published: (2026)
by: Hakim, Safayat Bin, et al.
Published: (2026)
Compositional Neuro-Symbolic Reasoning
by: Das, Anugyan, et al.
Published: (2026)
by: Das, Anugyan, et al.
Published: (2026)
Federated Neuro-Symbolic Learning
by: Xing, Pengwei, et al.
Published: (2023)
by: Xing, Pengwei, et al.
Published: (2023)
A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making
by: Subramanian, Chitra, et al.
Published: (2024)
by: Subramanian, Chitra, et al.
Published: (2024)
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
by: Ge, Yubin, et al.
Published: (2025)
by: Ge, Yubin, et al.
Published: (2025)
LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems
by: Virwani, Ronit, et al.
Published: (2025)
by: Virwani, Ronit, et al.
Published: (2025)
Taxonomic Networks: A Representation for Neuro-Symbolic Pairing
by: Wang, Zekun, et al.
Published: (2025)
by: Wang, Zekun, et al.
Published: (2025)
Neuro-Symbolic AI in 2024: A Systematic Review
by: Colelough, Brandon C., et al.
Published: (2025)
by: Colelough, Brandon C., et al.
Published: (2025)
A Learnability Analysis on Neuro-Symbolic Learning
by: He, Hao-Yuan, et al.
Published: (2025)
by: He, Hao-Yuan, et al.
Published: (2025)
IFDNS: An Iterative Feedback-Driven Neuro-Symbolic Method for Faithful Logical Reasoning
by: Wang, Xiaoheng, et al.
Published: (2026)
by: Wang, Xiaoheng, et al.
Published: (2026)
Assured Autonomy with Neuro-Symbolic Perception
by: Hallyburton, R. Spencer, et al.
Published: (2025)
by: Hallyburton, R. Spencer, et al.
Published: (2025)
Neuro-Symbolic AI for Military Applications
by: Hagos, Desta Haileselassie, et al.
Published: (2024)
by: Hagos, Desta Haileselassie, et al.
Published: (2024)
Better Later Than Sooner: Neuro-Symbolic Knowledge Graph Construction via Ontology-grounded Post-extraction Correction
by: Loconte, Lorenzo, et al.
Published: (2026)
by: Loconte, Lorenzo, et al.
Published: (2026)
Neuro-Symbolic Rule Lists
by: Xu, Sascha, et al.
Published: (2024)
by: Xu, Sascha, et al.
Published: (2024)
BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning
by: Liu, Yuyang, et al.
Published: (2026)
by: Liu, Yuyang, et al.
Published: (2026)
Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents
by: Wen, Bin, et al.
Published: (2026)
by: Wen, Bin, et al.
Published: (2026)
Agentic Multi-Source Grounding for Enhanced Query Intent Understanding: A DoorDash Case Study
by: Boateng, Emmanuel Aboah, et al.
Published: (2026)
by: Boateng, Emmanuel Aboah, et al.
Published: (2026)
A Scalable Approach to Probabilistic Neuro-Symbolic Robustness Verification
by: Manginas, Vasileios, et al.
Published: (2025)
by: Manginas, Vasileios, et al.
Published: (2025)
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives
by: Hossain, Delower, et al.
Published: (2025)
by: Hossain, Delower, et al.
Published: (2025)
A Neuro-Symbolic Approach for Probabilistic Reasoning on Graph Data
by: Pojer, Raffaele, et al.
Published: (2025)
by: Pojer, Raffaele, et al.
Published: (2025)
Sandra -- A Neuro-Symbolic Reasoner Based On Descriptions And Situations
by: Lazzari, Nicolas, et al.
Published: (2024)
by: Lazzari, Nicolas, et al.
Published: (2024)
FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight
by: Zhou, Jiayi, et al.
Published: (2026)
by: Zhou, Jiayi, et al.
Published: (2026)
Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts
by: Marconato, Emanuele, et al.
Published: (2025)
by: Marconato, Emanuele, et al.
Published: (2025)
AIVV: Neuro-Symbolic LLM Agent-Integrated Verification and Validation for Trustworthy Autonomous Systems
by: Kwon, Jiyong, et al.
Published: (2026)
by: Kwon, Jiyong, et al.
Published: (2026)
Aeon: High-Performance Neuro-Symbolic Memory Management for Long-Horizon LLM Agents
by: Arslan, Mustafa
Published: (2026)
by: Arslan, Mustafa
Published: (2026)
Procedural Adherence and Interpretability Through Neuro-Symbolic Generative Agents
by: Rothkopf, Raven, et al.
Published: (2024)
by: Rothkopf, Raven, et al.
Published: (2024)
Similar Items
-
A Mathematical Theory of Top-$k$ Sparse Attention via Total Variation Distance
by: Tzachristas, Georgios, et al.
Published: (2025) -
Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?
by: Tzachristas, Ioannis, et al.
Published: (2025) -
What Matters to Enhance Traffic Rule Compliance of Imitation Learning for End-to-End Autonomous Driving
by: Zhou, Hongkuan, et al.
Published: (2023) -
To Neuro-Symbolic Classification and Beyond by Compiling Description Logic Ontologies to Probabilistic Circuits
by: Lazzari, Nicolas, et al.
Published: (2026) -
A Challenge to Build Neuro-Symbolic Video Agents
by: Shah, Sahil, et al.
Published: (2025)