Vision-Language-Model-Guided Differentiable Ray Tracing for Fast and Accurate Multi-Material RF Parameter Estimation
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Zerui, Lim, Yishen, Gu, Zhouyou, Ko, Seung-Woo, Quek, Tony Q. S., Park, Jihong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scalable Interference Graph Learning for Low-Latency Wi-Fi Networks using Hashing-based Evolution Strategy
by: Gu, Zhouyou, et al.
Published: (2025)
by: Gu, Zhouyou, et al.
Published: (2025)
Duality-Guided Graph Learning for Real-Time Joint Connectivity and Routing in LEO Mega-Constellations
by: Gu, Zhouyou, et al.
Published: (2026)
by: Gu, Zhouyou, et al.
Published: (2026)
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
by: Oh, Seungeun, et al.
Published: (2024)
by: Oh, Seungeun, et al.
Published: (2024)
Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission
by: Oh, Seungeun, et al.
Published: (2025)
by: Oh, Seungeun, et al.
Published: (2025)
Reinforcement Learning for Opportunistic Routing in Software-Defined LEO-Terrestrial Systems
by: Krishnan, Sivaram, et al.
Published: (2026)
by: Krishnan, Sivaram, et al.
Published: (2026)
Hard/Soft NLoS Detection via Combinatorial Data Augmentation for 6G Positioning
by: Kim, Sang-Hyeok, et al.
Published: (2026)
by: Kim, Sang-Hyeok, et al.
Published: (2026)
INA-Infra: An Open and Extensible Infrastructure for Intent-driven Network Automation Research
by: Tran, Nguyen-Bao-Long, et al.
Published: (2024)
by: Tran, Nguyen-Bao-Long, et al.
Published: (2024)
SLA-Aware Distributed LLM Inference Across Device-RAN-Cloud
by: Yet, Hariz, et al.
Published: (2026)
by: Yet, Hariz, et al.
Published: (2026)
Adaptive Swin Transformer Partitioning over AI-RAN Networks
by: Nguyen, Tam Thanh, et al.
Published: (2026)
by: Nguyen, Tam Thanh, et al.
Published: (2026)
Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach
by: He, Xingqiu, et al.
Published: (2023)
by: He, Xingqiu, et al.
Published: (2023)
Exploiting Storage for Computing: Computation Reuse in Collaborative Edge Computing
by: He, Xingqiu, et al.
Published: (2024)
by: He, Xingqiu, et al.
Published: (2024)
Opportunistic Scheduling Using Statistical Information of Wireless Channels
by: Gu, Zhouyou, et al.
Published: (2024)
by: Gu, Zhouyou, et al.
Published: (2024)
Age-of-Information and Energy Optimization in Digital Twin Edge Networks
by: Guo, Yongna, et al.
Published: (2024)
by: Guo, Yongna, et al.
Published: (2024)
Streamlined Transmission: A Semantic-Aware XR Deployment Framework Enhanced by Generative AI
by: Yang, Wanting, et al.
Published: (2024)
by: Yang, Wanting, et al.
Published: (2024)
LLM-hRIC: LLM-empowered Hierarchical RAN Intelligent Control for O-RAN
by: Bao, Lingyan, et al.
Published: (2025)
by: Bao, Lingyan, et al.
Published: (2025)
On the Limitations of Ray-Tracing for Learning-Based RF Tasks in Urban Environments
by: Manukyan, Armen, et al.
Published: (2025)
by: Manukyan, Armen, et al.
Published: (2025)
Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network
by: Zheng, Chong, et al.
Published: (2024)
by: Zheng, Chong, et al.
Published: (2024)
Sustainable Placement with Cost Minimization in Wireless Digital Twin Networks
by: Zhou, Yuzhi, et al.
Published: (2024)
by: Zhou, Yuzhi, et al.
Published: (2024)
Minimizing Ray Tracing Memory Traffic through Quantized Structures and Ray Stream Tracing
by: Grauer, Moritz, et al.
Published: (2025)
by: Grauer, Moritz, et al.
Published: (2025)
Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks
by: Zhao, Fangming, et al.
Published: (2023)
by: Zhao, Fangming, et al.
Published: (2023)
Connection Performance Modeling and Analysis of a Radiosonde Network in a Typhoon
by: Liu, Hanyi, et al.
Published: (2024)
by: Liu, Hanyi, et al.
Published: (2024)
Non-Terrestrial Networking for 6G: Evolution, Opportunities, and Future Directions
by: Wang, Feng, et al.
Published: (2024)
by: Wang, Feng, et al.
Published: (2024)
Spectral Co-Distillation for Personalized Federated Learning
by: Chen, Zihan, et al.
Published: (2024)
by: Chen, Zihan, et al.
Published: (2024)
Graph Representation Learning for Contention and Interference Management in Wireless Networks
by: Gu, Zhouyou, et al.
Published: (2024)
by: Gu, Zhouyou, et al.
Published: (2024)
Joint Laser Inter-Satellite Link Matching and Traffic Flow Routing in LEO Mega-Constellations via Lagrangian Duality
by: Gu, Zhouyou, et al.
Published: (2026)
by: Gu, Zhouyou, et al.
Published: (2026)
Energy-Efficient Online Scheduling for Wireless Powered Mobile Edge Computing Networks
by: He, Xingqiu, et al.
Published: (2026)
by: He, Xingqiu, et al.
Published: (2026)
Generative AI-Enhanced Multi-Modal Semantic Communication in Internet of Vehicles: System Design and Methodologies
by: Lu, Jiayi, et al.
Published: (2024)
by: Lu, Jiayi, et al.
Published: (2024)
Rethinking Generative Semantic Communication for Multi-User Systems with Large Language Models
by: Yang, Wanting, et al.
Published: (2024)
by: Yang, Wanting, et al.
Published: (2024)
Joint User Association and Resource Allocation for Adaptive Semantic Communication in 5G and Beyond Networks
by: He, Xingqiu, et al.
Published: (2023)
by: He, Xingqiu, et al.
Published: (2023)
LLM-Based Net Analyzer rApp for Explainable and Safe Automation in O-RAN Non-RT RIC
by: Ngo, Tuan V., et al.
Published: (2026)
by: Ngo, Tuan V., et al.
Published: (2026)
DT-RaDaR: Digital Twin Assisted Robot Navigation using Differential Ray-Tracing
by: Amatare, Sunday, et al.
Published: (2024)
by: Amatare, Sunday, et al.
Published: (2024)
Bancroft: Genomics Acceleration Beyond On-Device Memory
by: Lim, Se-Min, et al.
Published: (2025)
by: Lim, Se-Min, et al.
Published: (2025)
Generative AI Agent Empowered Power Allocation for HAP Propulsion and Communication Systems
by: Xing, Xiaoyu, et al.
Published: (2026)
by: Xing, Xiaoyu, et al.
Published: (2026)
Agent-driven Generative Semantic Communication with Cross-Modality and Prediction
by: Yang, Wanting, et al.
Published: (2024)
by: Yang, Wanting, et al.
Published: (2024)
RayLoc: Wireless Indoor Localization via Fully Differentiable Ray-tracing
by: Han, Xueqiang, et al.
Published: (2025)
by: Han, Xueqiang, et al.
Published: (2025)
SANDWICH: Towards an Offline, Differentiable, Fully-Trainable Wireless Neural Ray-Tracing Surrogate
by: Jin, Yifei, et al.
Published: (2024)
by: Jin, Yifei, et al.
Published: (2024)
Survey on Near-Space Information Networks: Channel Modeling, Transmission, and Networking Perspectives
by: Cao, Xianbin, et al.
Published: (2023)
by: Cao, Xianbin, et al.
Published: (2023)
Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN
by: Wang, Xijun, et al.
Published: (2026)
by: Wang, Xijun, et al.
Published: (2026)
mmDiff: A Noise-Robust Differentiable Ray-Tracing Framework for mmWave Scene Calibration and Channel Prediction
by: Lu, Haofan, et al.
Published: (2026)
by: Lu, Haofan, et al.
Published: (2026)
Seamless Handover in Direct-to-Device Satellite Networks: From an Interference-Aware Perspective
by: Li, Ye, et al.
Published: (2026)
by: Li, Ye, et al.
Published: (2026)
Similar Items
-
Scalable Interference Graph Learning for Low-Latency Wi-Fi Networks using Hashing-based Evolution Strategy
by: Gu, Zhouyou, et al.
Published: (2025) -
Duality-Guided Graph Learning for Real-Time Joint Connectivity and Routing in LEO Mega-Constellations
by: Gu, Zhouyou, et al.
Published: (2026) -
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
by: Oh, Seungeun, et al.
Published: (2024) -
Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission
by: Oh, Seungeun, et al.
Published: (2025) -
Reinforcement Learning for Opportunistic Routing in Software-Defined LEO-Terrestrial Systems
by: Krishnan, Sivaram, et al.
Published: (2026)