Author

Lin Peng

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#artificial intelligence Preprint Oct 2026

HyWe: Unifying Search and Operation for Real-World Hybrid Web Tasks

HyWe, a framework that unifies efficient information gathering and browser interaction in a single 35B web agent, is introduced, and a fully automatic pipeline that uses task prototypes, four switching patterns, and multi-agent synthesis to produce verified hybrid trajectories is developed.

Zi-Jian Cai, Hao-Wei Liu, Kai-Lai Chen et al. · 0 citations

Jul 2026

CoRe: A Comprehensive Framework for Cross-Image Comparative Reasoning in Vision-Language Models

Experiments show that CoRe substantially outperforms existing VLMs on CoRe-Bench while remaining competitive on standard multimodal benchmarks, achieving a 28.2-point gain in partial accuracy over the strongest baseline.

Lin Peng, Cong Wan, Zeyu Guo et al. · arXiv.org · 0 citations