Imagen de Portada

QuantX: A Framework for Hardware-Aware Quantization of Generative AI Workloads

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Ahmad, Muhammad, Mazher, Khurram, Akram, Saqib, Tameem, Ahmad, Nasir, Saad Bin
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence Signal Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Accelerating GenAI Workloads by Enabling RISC-V Microkernel Support in IREE
por: Ahmad, Adeel, et al.
Publicado: (2025)

EVT-Based Generative AI for Tail-Aware Channel Estimation
por: Valiahdi, Parmida, et al.
Publicado: (2026)

Carbon-Aware Orchestration of Integrated Satellite Aerial Terrestrial Networks via Digital Twin
por: Javaid, Shumaila, et al.
Publicado: (2025)

Causal Beam Selection for Reliable Initial Access in AI-driven Beam Management
por: Khan, Nasir, et al.
Publicado: (2025)

Explainable and Robust Millimeter Wave Beam Alignment for AI-Native 6G Networks
por: Khan, Nasir, et al.
Publicado: (2025)

Multi-Modal Transformer and Reinforcement Learning-based Beam Management
por: Ghassemi, Mohammad, et al.
Publicado: (2024)

CoFE: A Framework Generating Counterfactual ECG for Explainable Cardiac AI-Diagnostics
por: Jang, Jong-Hwan, et al.
Publicado: (2025)

Bridging Simulation and Reality: A 3D Clustering-Based Deep Learning Model for UAV-Based RF Source Localization
por: Masrur, Saad, et al.
Publicado: (2025)

Hamiltonian-Inspired Attention Mechanism for Scalable RF Transmitter Fingerprinting
por: Singh, Chitraksh, et al.
Publicado: (2026)

Geometric Clustering for Hardware-Efficient Implementation of Chromatic Dispersion Compensation
por: Gomes, Geraldo, et al.
Publicado: (2024)

Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering
por: Choi, Yeon-Woo, et al.
Publicado: (2025)

Towards 6G Native-AI Edge Networks: A Semantic-Aware and Agentic Intelligence Paradigm
por: Feng, Chenyuan, et al.
Publicado: (2025)

Structure-Aware Multimodal LLM Framework for Trustworthy Near-Field Beam Prediction
por: Li, Mengyuan, et al.
Publicado: (2026)

ArrhythmiaVision: Resource-Conscious Deep Learning Models with Visual Explanations for ECG Arrhythmia Classification
por: Baig, Zuraiz, et al.
Publicado: (2025)

Explainable AI-aided Feature Selection and Model Reduction for DRL-based V2X Resource Allocation
por: Khan, Nasir, et al.
Publicado: (2025)

Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB
por: Masrur, Saad, et al.
Publicado: (2024)

Generative AI for RF Sensing in IoT systems
por: Wang, Li, et al.
Publicado: (2024)

AIRMap: AI-Generated Radio Maps for Wireless Digital Twins
por: Saeizadeh, Ali, et al.
Publicado: (2025)

Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models
por: Nguyen, Hong-Hai, et al.
Publicado: (2023)

Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization
por: Fishel, Eyal, et al.
Publicado: (2025)

Artificial Neural Network for Estimation of Physical Parameters of Sea Water using LiDAR Waveforms
por: Jamal, Saad Ahmed
Publicado: (2023)

Generative AI on SpectrumNet: An Open Benchmark of Multiband 3D Radio Maps
por: Zhang, Shuhang, et al.
Publicado: (2024)

Federated Self-Supervised Learning for Automatic Modulation Classification under Non-IID and Class-Imbalanced Data
por: Akram, Usman, et al.
Publicado: (2025)

Channel Modeling Aided Dataset Generation for AI-Enabled CSI Feedback: Advances, Challenges, and Solutions
por: Li, Yupeng, et al.
Publicado: (2024)

EEGReXferNet: A Lightweight Gen-AI Framework for EEG Subspace Reconstruction via Cross-Subject Transfer Learning and Channel-Aware Embedding
por: Sarkar, Shantanu, et al.
Publicado: (2025)

Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning
por: Umer, Muhammad, et al.
Publicado: (2025)

Brant-X: A Unified Physiological Signal Alignment Framework
por: Zhang, Daoze, et al.
Publicado: (2024)

Interpretable and Robust AI in EEG Systems: A Survey
por: Zhou, Xinliang, et al.
Publicado: (2023)

MoE-CE: Enhancing Generalization for Deep Learning based Channel Estimation via a Mixture-of-Experts Framework
por: Li, Tianyu, et al.
Publicado: (2025)

A Hybrid Intelligent Framework for Uncertainty-Aware Condition Monitoring of Industrial Systems
por: Ahang, Maryam, et al.
Publicado: (2026)

R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models
por: Djuhera, Aladin, et al.
Publicado: (2024)

Two-Dimensional Quantization for Geometry-Aware Audio Coding
por: Shuster, Tal, et al.
Publicado: (2025)

Robust Classification under Noisy Labels: A Geometry-Aware Reliability Framework for Foundation Models
por: Bozkurt, Ecem, et al.
Publicado: (2025)

Context-Aware Wireless Token Communication via Joint Token Masking and Detection
por: Shin, Junyong, et al.
Publicado: (2026)

Context-Aware Iterative Token Detection and Masked Transmission for Wireless Token Communication
por: Shin, Junyong, et al.
Publicado: (2026)

AI-Open-RAN for Non-Terrestrial Networks
por: Do, Tri Nhu
Publicado: (2025)

TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models
por: Zou, Hang, et al.
Publicado: (2024)

A Multi-Modal Non-Invasive Deep Learning Framework for Progressive Prediction of Seizures
por: Saeizadeh, Ali, et al.
Publicado: (2024)

Semantic-Driven AI Agent Communications: Challenges and Solutions
por: Yu, Kaiwen, et al.
Publicado: (2025)

SkyTrust: Blockchain-Enhanced UAV Security for NTNs with Dynamic Trust and Energy-Aware Consensus
por: Ali, Afan, et al.
Publicado: (2025)