الباحثون

Yue Liao

المنشورات 2

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Learning the Loop, Not Just the Page: Execution-Grounded Loop Learning for Web Generation

Yuxin Meng, Ruixu Zhang, Junjie Wang وآخرون · 2026

Functional Web generation is increasingly optimized with executable rewards, yet existing methods largely focus on the quality of the final page and leave the process of diagnosing and repairing imperfect implementations underexplored. We identify a central challenge in this setting: the Generator and Refiner produce e …

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

Siru Jiang, Yongzhe Lyu, Shuo Lu وآخرون · 2026

LLM-based agents are increasingly advancing scientific and engineering problem solving, with physics simulation emerging as a challenging yet practical testbed for reproducing complex physical phenomena with application in embodied AI, games and films. As the workhorse of such simulation, a solver computes how the stat …

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