3 papers
cs.CV2026
Bridging Creative Intent and Visual Quality: Creator-Driven Recurrent Video Generation with Agentic Feedback Loops
Denis Savytski, Aiden Lei, Heding Liu +4
Generative AI has made content creation increasingly accessible, but many AI-generated videos lack narrative coherence and creative direction, issues that become more substantial a…
cs.MA2026
Tree-based Credit Assignment for Multi-Agent Memory System
Marina Mao, Alexandr Liu, Pengbo Li +3
Memory systems are widely adopted to enhance LLMs for long-horizon tasks, and are commonly organized as multi-agent pipelines with memory building, summarizing, and retrieval agent…
cs.CY2023
How to Train Your YouTube Recommender to Avoid Unwanted Videos
Alexander Liu, Siqi Wu, Paul Resnick
YouTube provides features for users to indicate disinterest when presented with unwanted recommendations, such as the "Not interested" and "Don't recommend channel" buttons. These…