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Author

Yee-Hung Hong

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#artificial intelligence Preprint Oct 2026

AcrossVAM2.0: Conflict-Aware Point Supervision for Parameter-Efficient Video Diffusion Adaptation

Explicit point correspondence is attractive for adapting video generators: it describes how visible surfaces move, but can overwrite the appearance prior learned by a large pretrained model. We study this tension in a 5.01B-parameter text-to-video diffusion transformer. ACROSSVAM2.0 combines a confidence-weighted track...

Nan Wu, Yee-Hung Hong · 0 citations
Book Open access Oct 2026

From Dialogue to Decision: A Traceability-Oriented Framework for Studying Language-Mediated Coordination

Digital markets offer a useful setting for examining how language becomes part of socio-technical coordination. Yet even in simulation, it is difficult to see how a conversational cue moves from exposure to memory, reasoning, and action. This poster introduces Financial Town, a traceability-oriented generative multi-ag...

Yong-Sheng Chi, Ming-Xuan Liu, Yee-Hung Hong et al. · 0 citations

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