ICML 2026 Past Generative models
Second Workshop of AI4NextG @ ICML 2026: AI and ML for Next-Generation Wireless
AI4NextG @ ICML 2026
- Submission deadline
- May 5, 2026, 11:59 UTC imported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).
Accepted papers (28)
Fetched from OpenReview (v2) on 2026-06-10.
-
A Tale of Two Learning Algorithms: Multiple Stream Random Walk and Asynchronous Gossip
-
Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence
-
Beyond Exact-Match: Semantic Authentication for AI-Native Wireless Systems
-
Beyond Type-II: Site-Specific Subspace Inference for Efficient CSI Feedback
-
Capacity-Aware Federated Offline Reinforcement Learning for Resource-Heterogeneous Edge Clients
-
Certified Characterization of Privacy, Participation, and Convergence in Over-the-Air Federated Learning
-
Conformal Semantic Communication: Distribution-Free Task-Level Coverage Guarantees for Goal-Oriented Transmission Under Channel Shift
-
Deep Reinforcement Learning-based Multi-Target Tracking and Association in Cooperative Millimeter-Wave ISAC Systems
-
Distribution-Free Adaptive Modulation and Coding via Online Conformal Inference under Non-Stationary Fading
-
Domain Adaptation Under Wireless Network Constraints: When Does It Become Green?
-
Efficient Graph Attention-based Learning for Traffic Prediction and Uncertainty-Aware Anomaly Detection in AI-driven O-RAN
-
Graph-Localized Offline Federated Multi-Agent Reinforcement Learning for Wireless Networks
-
Inductive Latent Context Persistence: Closing the Post-Handover Cold Start in 6G Radio Access Networks
-
Intent-Driven 6G Service Orchestration: Grounded Translation, Validation, and Decomposition
-
Interpretable and Privacy-Preserving Federated Learning via Subspace Representations
-
Learning to Offload with Low Regret under Asymmetric Misclassification Costs
-
MambaCSP: Hybrid-Attention State Space Models for Hardware-Efficient Channel State Prediction
-
Normalization-Free Knowledge Distillation for Variable-Bit CSI Feedback in Massive MIMO
-
PAW: Parallel-Wavelet Attention for Lightweight Asymmetric Semantic Image Communication in 6G Space Networks
-
PilotWiMAE: Wireless Channel Pilots Are All You Need
-
Risk-Calibrated Semantic Transmission for Communication-Efficient Heterogeneous Collaborative Inference
-
Sample-Efficient Self-Interference Cancellation for In-Band Full Duplex Radios via In-Context Learning
-
Self-Explaining Reinforcement Learning for Mobile Network Resource Allocation
-
Structured Masked Diffusion for Joint Multiuser Decoding
-
Toward Reliable Intrusion Monitoring for O-RAN Based Networks with Conformal False Alarm Control
-
Towards Edge-deployable Telecom Intelligence with Efficient Small Language Models
-
Value Decomposition Fails in Anti-Coordination: A Systematic MARL Comparison for Dynamic Spectrum Access in Dense 6G Networks
-
Video Generation Empowered Long-Term Radio Map Prediction in UAV-Assisted Communication