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cs.AI2025
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
Guangya Wan, Mingyang Ling, Xiaoqi Ren +3
Long-horizon tasks that require sustained reasoning and multiple tool interactions remain challenging for LLM agents: small errors compound across steps, and even state-of-the-art…
cs.AI2025
WiseMind: a knowledge-guided multi-agent framework for accurate and empathetic psychiatric diagnosis
Yuqi Wu, Guangya Wan, Jingjing Li +6
Large Language Models (LLMs) offer promising opportunities to support mental healthcare workflows, yet they often lack the structured clinical reasoning needed for reliable diagnos…