Cover Image

Agentic AI-Empowered Dynamic Survey Framework

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mumcu, Furkan, Bekit, Lokman, Jones, Michael J., Cherian, Anoop, Yilmaz, Yasin
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization
by: Mumcu, Furkan, et al.
Published: (2026)

LLM-Guided Agentic Object Detection for Open-World Understanding
by: Mumcu, Furkan, et al.
Published: (2025)

Socially-Weighted Alignment: A Game-Theoretic Framework for Multi-Agent LLM Systems
by: Mumcu, Furkan, et al.
Published: (2026)

Detecting Adversarial Data via Provable Adversarial Noise Amplification
by: Mumcu, Furkan, et al.
Published: (2026)

Detecting Adversarial Examples
by: Mumcu, Furkan, et al.
Published: (2024)

Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers
by: Mumcu, Furkan, et al.
Published: (2025)

Multimodal Attack Detection for Action Recognition Models
by: Mumcu, Furkan, et al.
Published: (2024)

Is Video Anomaly Detection Misframed? Evidence from LLM-Based and Multi-Scene Models
by: Mumcu, Furkan, et al.
Published: (2026)

Leveraging Multimodal LLM Descriptions of Activity for Explainable Semi-Supervised Video Anomaly Detection
by: Mumcu, Furkan, et al.
Published: (2025)

ComplexVAD: Detecting Interaction Anomalies in Video
by: Mumcu, Furkan, et al.
Published: (2025)

QVAD: A Question-Centric Agentic Framework for Efficient and Training-Free Video Anomaly Detection
by: Bekit, Lokman, et al.
Published: (2026)

UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
by: Pala, Furkan, et al.
Published: (2025)

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series
by: Murad, Md Mahmuddun Nabi, et al.
Published: (2025)

Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
by: Ding, Yifeng, et al.
Published: (2025)

LLMPhy: Parameter-Identifiable Physical Reasoning Combining Large Language Models and Physics Engines
by: Cherian, Anoop, et al.
Published: (2024)

WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting
by: Murad, Md Mahmuddun Nabi, et al.
Published: (2024)

Noise Consistency Regularization for Improved Subject-Driven Image Synthesis
by: Ni, Yao, et al.
Published: (2025)

An Agentic AI System for Multi-Framework Communication Coding
by: Yang, Bohao, et al.
Published: (2025)

HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models
by: Tripathi, Aakash, et al.
Published: (2024)

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
by: Wei, Jiaqi, et al.
Published: (2025)

WISE: Weighted Iterative Society-of-Experts for Robust Multimodal Multi-Agent Debate
by: Cherian, Anoop, et al.
Published: (2025)

Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions
by: Ali, Mohamad Abou, et al.
Published: (2025)

PolyBlocks: A Compiler Infrastructure for AI Chips and Programming Frameworks
by: Bondhugula, Uday, et al.
Published: (2026)

Beyond Manual Curation: Augmenting Targeted Protein Degradation Databases via Agentic Literature Extraction Workflows
by: Rao, Yaochen, et al.
Published: (2026)

Large language model validity via enhanced conformal prediction methods
by: Cherian, John J., et al.
Published: (2024)

Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models
by: Wang, Xubin, et al.
Published: (2025)

Agentic Framework for Epidemiological Modeling
by: Datta, Rituparna, et al.
Published: (2026)

STRIDE: A Systematic Framework for Selecting AI Modalities -- Agentic AI, AI Assistants, or LLM Calls
by: Asthana, Shubhi, et al.
Published: (2025)

EAGLE: Efficient Alignment of Generalized Latent Embeddings for Multimodal Survival Prediction with Interpretable Attribution Analysis
by: Tripathi, Aakash, et al.
Published: (2025)

No Generation without Representation: Efficient Causal Protein Language Models Enable Zero-Shot Fitness Estimation
by: Eris, Furkan
Published: (2026)

Matching Problems to Solutions: An Explainable Way of Solving Machine Learning Problems
by: Saleh, Lokman, et al.
Published: (2024)

Empowering Time Series Analysis with Large Language Models: A Survey
by: Jiang, Yushan, et al.
Published: (2024)

PySAD: A Streaming Anomaly Detection Framework in Python
by: Yilmaz, Selim F., et al.
Published: (2020)

Improving Prostate Gland Segmentation Using Transformer based Architectures
by: Abudalou, Shatha, et al.
Published: (2025)

Generating Synthetic Data with Locally Estimated Distributions for Disclosure Control
by: Kalay, Ali Furkan
Published: (2022)

Universal AI maximizes Variational Empowerment
by: Hayashi, Yusuke, et al.
Published: (2025)

Tiny-Critic RAG: Empowering Agentic Fallback with Parameter-Efficient Small Language Models
by: Wu, Yichao, et al.
Published: (2026)

GNN-based Unified Deep Learning
by: Pala, Furkan, et al.
Published: (2025)

Architectures for Building Agentic AI
by: Nowaczyk, Sławomir
Published: (2025)

Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads
by: Cherian, Anoop, et al.
Published: (2024)