{"total":15,"rows":[{"id":"2601.18200","title":"HeterCSI: Channel-Adaptive Heterogeneous CSI Pretraining Framework for Generalized Wireless Foundation Models","created":"2026-01-26","cited_by_count":4,"area":null},{"id":"2508.18785","title":"EMind: A Foundation Model for Multi-task Electromagnetic Signals Understanding","created":"2025-08-26","cited_by_count":3,"area":null},{"id":"2601.03181","title":"Multi-Modal Data-Enhanced Foundation Models for Prediction and Control in Wireless Networks: A Survey","created":"2026-01-06","cited_by_count":3,"area":null},{"id":"2605.00020","title":"AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G","created":"2026-04-19","cited_by_count":2,"area":null},{"id":"2505.13055","title":"Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels","created":"2025-05-19","cited_by_count":1,"area":null},{"id":"2512.04723","title":"CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing","created":"2025-12-04","cited_by_count":1,"area":null},{"id":"2606.10277","title":"Lightweight Adaptive Feature Composition for Heterogeneous Downstream Adaptation of Wireless Foundation Models","created":"2026-06-09","cited_by_count":1,"area":null},{"id":"2605.22856","title":"PilotWiMAE: Pilot-Native Representation Learning for Wireless Channels","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2607.09798","title":"JEPA for AI-Native 6G: Predictive Representations and Open Challenges","created":"2026-07-09","cited_by_count":0,"area":null},{"id":"2607.25763","title":"WALoMA: A Multitask Wireless Foundation Model via Adaptive Low-Rank Masked Autoencoders","created":"2026-07-28","cited_by_count":0,"area":null},{"id":"2608.14591","title":"6G Native AI and Channel Foundation Models","created":"2026-06-24","cited_by_count":0,"area":null},{"id":"2608.14694","title":"A Comprehensive Survey of Wireless Foundation Models for AI-Native 6G Networks","created":"2026-08-09","cited_by_count":0,"area":null},{"id":"2608.15972","title":"CM-MAE: A Physics-Guided Cross-Modal Self-Supervised Learning Framework for Vision-Wireless Applications","created":"2026-08-16","cited_by_count":0,"area":null},{"id":"2609.04707","title":"Wireless Foundation Models: State-of-the-Art and Open Challenges","created":"2026-09-04","cited_by_count":0,"area":null},{"id":"2610.04289","title":"Scaling of Wireless Foundation Models via Representation Diversity and Multi-Branch Architectures","created":"2026-10-03","cited_by_count":0,"area":null}],"next_cursor":null}