Jinho Park

Forget passively curated videos: VGenST-Bench actively synthesizes diverse, controlled video scenarios to expose the spatio-temporal reasoning gaps in your MLLMs.

LG's EXAONE 4.5 shows that strategically curating training data, particularly document-centric corpora, unlocks substantial gains in specialized tasks like document understanding and Korean contextual reasoning, even while maintaining competitive general performance.

Achieve 100x radar data compression with only a 1% performance drop by adaptively pruning DCT coefficients based on detection confidence gradients.