3 papers
cs.CV2025
Prototype-Guided Curriculum Learning for Zero-Shot Learning
Lei Wang, Shiming Chen, Guo-Sen Xie +4
In Zero-Shot Learning (ZSL), embedding-based methods enable knowledge transfer from seen to unseen classes by learning a visual-semantic mapping from seen-class images to class-lev…
cs.AI2025
A Survey on Agent Workflow -- Status and Future
Chaojia Yu, Zihan Cheng, Hanwen Cui +5
In the age of large language models (LLMs), autonomous agents have emerged as a powerful paradigm for achieving general intelligence. These agents dynamically leverage tools, memor…
cs.AI2025
HAWK: A Hierarchical Workflow Framework for Multi-Agent Collaboration
Yuyang Cheng, Yumiao Xu, Chaojia Yu +1
Contemporary multi-agent systems encounter persistent challenges in cross-platform interoperability, dynamic task scheduling, and efficient resource sharing. Agents with heterogene…