4 papers
A Structural Dynamics Graph World Model: Unified Modeling, Constrained Rollout, and Interpretable Calibration
Wei Wang, Yaosen Chen, Han Yang +5
The state evolution of a complex system arises jointly from object laws, relational propagation, domain conservation, and unmodeled error. Forcing all sources into one black box ma…
Detecting Conversational Mental Manipulation with Intent-Aware Prompting
Jiayuan Ma, Hongbin Na, Zimu Wang +4
Mental manipulation severely undermines mental wellness by covertly and negatively distorting decision-making. While there is an increasing interest in mental health care within th…
TVG: A Training-free Transition Video Generation Method with Diffusion Models
Rui Zhang, Yaosen Chen, Yuegen Liu +3
Transition videos play a crucial role in media production, enhancing the flow and coherence of visual narratives. Traditional methods like morphing often lack artistic appeal and r…
MVOC: a training-free multiple video object composition method with diffusion models
Wei Wang, Yaosen Chen, Yuegen Liu +3
Video composition is the core task of video editing. Although image composition based on diffusion models has been highly successful, it is not straightforward to extend the achiev…