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Author

Yongzhe Lyu

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#artificial intelligence Preprint Oct 2026

WorldSolver: Can LLM Agents Simulate the Physical Dynamics via Solver Generation?

This work introduces WorldSolver, a benchmark of 168 simulation tasks derived from physical phenomena in 61 classic computer graphics papers, spanning 7 physical domains, and evaluates them along three dimensions: Execution Checks for successful execution, Visual Fidelity for reproducing the intended dynamic behavior i...

Si-Ru Jiang, Yongzhe Lyu, Shuo Lu et al. · 0 citations
Sep 2026

HappyWorld-Bench

HappyWorld-Bench is introduced, a comprehensive benchmark that evaluates whether generated worlds remain reliable as agents interact with them, and highlights the need to evaluate world models not only by visual quality, but also by state consistency and the correctness of their responses to actions and interventions.

Zhi-Qi Bai, Ju-Nai Cai, Yi-Xin Chen et al. · 0 citations
Preprint Sep 2026

UniFusion: Sparse-View 4D Reconstruction via Unified Spatio-temporal Depth Alignment

A unified spatial-temporal depth alignment framework that jointly resolves cross-view and cross-time inconsistencies without distinguishing foreground/background without distinguishing foreground/background is proposed.

Yongzhe Lyu, Shao-Fei Wang, Yi-Xin Chen et al. · 0 citations

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