Ying Chen

Chronological text logs routinely confuse distinct physical objects across multi-day video, a failure mode resolved by explicitly clustering grounded visual instances into persistent entity biographies rather than relying on episodic text search.

GraftSR achieves a groundbreaking 20.2% reduction in perceptual error, setting a new benchmark for texture fidelity in image super-resolution.

Quantum kernels can significantly boost fraud detection accuracy by aligning feature-map geometry with interaction-sensitive decision boundaries, outperforming traditional methods.

InfinityEdit allows for real-time, unbounded video editing that adapts to live streams, maintaining quality and coherence despite multiple edits.

Hierarchical referencing in video compression can lead to over 50% gains in perceptual quality metrics, revolutionizing generative reconstruction.

Capek 0.5 reveals that organizing embodied capabilities by functional roles can significantly enhance performance in complex execution tasks.

Open-Vocabulary Gaze Object Prediction can now effectively recognize and localize objects from a diverse array of unseen categories, outperforming traditional methods.

Credit risk reports generated with FinKG-News achieve a 34% boost in quality by effectively linking real-world news events to financial data.

ShopX transforms agentic shopping by seamlessly translating complex intents into item-space actions, outperforming traditional retrieval-based systems.