most citedBeyond ImageNet: Understanding Cross-Dataset Robustness of Lightweight Vision Models

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cs.AI2026

VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?

Yansong Ning, Jingwen Ye, Zhongkai Wu +5

Constructing an interactive 3D open world from a user query is important. However, existing methods are primarily evaluated on idealized, simple queries, making it difficult to sys…

cs.AI2026

HRBench: Benchmarking and Understanding Thinking-Mode Switch Strategies in Hybrid-Reasoning LLMs

Yansong Ning, Mianpeng Liu, Jingwen Ye +2

Hybrid-reasoning large language models (LLMs) expose explicit controls over reasoning effort, allowing users or systems to trade off answer quality against inference cost. However,…