Wen Zhang

Roadwork zones can confuse VLMs, but WorkDrive's causal reasoning framework cuts trajectory prediction errors by up to 12% in these challenging environments.

Flow-Map GRPO transforms deterministic flow-map generators into powerful stochastic models, boosting their performance in generative tasks without retraining.

Cortex revolutionizes corpus construction by replacing flat document collections with a structured Ontological Corpus Graph that enhances data quality and inter-domain associations.

An optimal knowledge distribution can significantly enhance LLM knowledge boundaries, outperforming traditional synthesis methods across multiple benchmarks.

Time-unconditional generative speech enhancement achieves better quality and efficiency by sidestepping the constraints of temporal conditioning.