Ze-Chao Li

A single algorithm now achieves optimal convergence rates for stochastic non-convex optimization across average smoothness, standard smoothness, and noiseless settings, adapting dynamically without knowing any smoothness constants.

System Intelligence emerges as a game-changer, enabling LLM agents to collaborate effectively across complex tasks by organizing their interactions through dynamic graph structures.

MLLMs excel at reasoning over diagrams but falter in parsing and editing them, revealing a significant gap that needs addressing.

Models can now autonomously adapt to new GUI interfaces post-deployment, achieving a 7.4% accuracy boost without human intervention.

VR3D achieves a breakthrough in aerial-ground person re-identification by leveraging 3D geometry to eliminate viewpoint bias, resulting in a 5.63% accuracy boost on challenging datasets.

TriMatch achieves superior correspondence discrimination by integrating geometric and semantic features, effectively tackling the issue of pseudo-consistent outliers in complex scenes.

Key contribution not extracted.