most citedJudge Anything: MLLM as a Judge Across Any Modality

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cs.AI2026

CityPlanner: A Sandbox Agent for Executable Urban Planning

Wentao Zhang, Jingyuan Wang, Zetong Zhou +2

Urban planning is a real-world spatial optimization problem that requires selecting feasible actions from large candidate spaces under practical objectives such as cost and service…

cs.AI2025

FastCoder: Accelerating Repository-level Code Generation via Efficient Retrieval and Verification

Qianhui Zhao, Li Zhang, Fang Liu +6

Code generation is a latency-sensitive task that demands high timeliness. However, with the growing interest and inherent difficulty in repository-level code generation, most exist…