AAAI 2025 Workshop AI4WCN Submissions

Towards Automated and Interpretable Pathloss Approximation Methods
Ahmad Anaqreh, Shih-Kai Chou, Irina Barašin, Carolina Fortuna
- 25 Nov 2024 (modified: 30 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
VIn-Loc: Towards Deep Learning-Based Environment Agnostic Localization
Rushabha Balaji, Aditya Sant, Akshay Malhotra, Keya Patani, Shahab Hamidi-Rad
- 25 Nov 2024 (modified: 25 Nov 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Towards Adversarially Robust Human-in-the-Loop Learning for HVAC Systems
Aditya Kumar, Hanqing Yang, Lee Wai Shun, Goh Jet Wei, Carlee Joe-Wong, Marie Siew
- 25 Nov 2024 (modified: 01 Jan 2025)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Task and Perception-aware Distributed Source Coding for Correlated Speech under Bandwidth-constrained Channels
Sagnik Bhattacharya, Muhammad Ahmed Mohsin, Ahsan Bilal, John M. Cioffi
- 25 Nov 2024 (modified: 29 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Hierarchical Deep Reinforcement Learning for Adaptive Resource Management in Integrated Terrestrial and Non-Terrestrial Networks
Muhammad Ahmed Mohsin, Hassan Rizwan, Muhammad Umer, Sagnik Bhattacharya, Ahsan Bilal, John M. Cioffi
- 24 Nov 2024 (modified: 30 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Vision Language Models for Massive MIMO Semantic Communication
Stephen D. Liang
- 24 Nov 2024 (modified: 28 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
LAMPS: A Learning-based Mobility Planning via Posterior \\ State Inference using Gaussian Cox Process Models
Egemen Erbayat, Yongsheng Mei, Gina Adam, Suresh Subramaniam, Sean Coffey, Nathaniel D. Bastian, Tian Lan
- 24 Nov 2024 (modified: 25 Nov 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Few-Shot Adaptive Learning for Robust Task-Oriented Semantic Communication
Wenjie Han, Anbang Zhang, Chenyuan Feng, Ruxiao Chen, Shuang Zhang, Shuaishuai Guo
- 24 Nov 2024 (modified: 29 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
First-order Personalized Federated Meta-Learning via Over-the-Air Computations
Zeshen Li, Zihan Chen, Howard Hao Yang
- 24 Nov 2024 (modified: 29 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
2DLAM: Joint Delay-Doppler Estimation in UAV mmWave System via Large AI Model
Daixin Xie, Chenxi Liu, Wei Wang, Fengxian Guo, Xiaoling Hu
- 24 Nov 2024 (modified: 29 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Agent in the Sky: Intelligent Multi-Agent Framework for Autonomous HAPS Coordination and Real-World Event Adaptation
Dezheng Han, Anbang Zhang, Ruxiao Chen, Chenyuan Feng, Shuaishuai Guo
- 24 Nov 2024 (modified: 28 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Optimizing Large Language Models Assisted Smart Home Assistant Systems at the Edge: An Empirical Study
Krishna Sruthi Velaga, Yifan Guo
- 23 Nov 2024 (modified: 30 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Look-Ahead Robust Network Optimization with Generative State Predictions
Fei Xu Yu, Zuyuan Zhang, Emily Grob, Gina Adam, Sean Coffey, Nathaniel D. Bastian, Tian Lan
- 23 Nov 2024 (modified: 30 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
AdaptLink: A Heterogeneity-Aware Adaptive Framework for Distributed MLLM Inference
Xinyi. Hu, Zihan Chen, Kun Guo, Meng Zhang, Howard Hao Yang
- 23 Nov 2024 (modified: 22 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
Contrastive Learning Enables Low-Bandwidth Semantic Communication
Eleonora Grassucci, Giordano Cicchetti, Danilo Comminiello
- 21 Nov 2024 (modified: 25 Nov 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation
Félix Marcoccia, Gilles Monzat de Saint Julien, Cédric Adjih, Paul Mühlethaler
- 20 Nov 2024 (modified: 29 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone
How Stochastic Geometry and Machine Learning Coexist in Wireless Networks: Collaboration or Competition?
Ruibo Wang, Zhengying Lou, Lijie Hu, Di Wang, Mohamed-Slim Alouini
- 12 Nov 2024 (modified: 26 Dec 2024)
- AAAI 2025 Workshop AI4WCN Submission
- Readers: Everyone