AHBid: An Adaptable Hierarchical Bidding Framework for Cross-Channel Advertising

Researchers propose AHBid, a new hierarchical bidding framework for cross-channel advertising that combines generative planning with real-time control using diffusion models. The system achieved a 13.57% improvement in return on investment compared to existing methods in large-scale tests.