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cs.AI2025
OR-Toolformer: Modeling and Solving Operations Research Problems with Tool Augmented Large Language Models
Jianzhang Zhang, Jialong Zhou, Chuang Liu
Large language models (LLMs) demonstrate strong mathematical reasoning, but reliance on closed-source APIs for OR tasks raises privacy concerns, and training open-source models fro…
cs.AI2025
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
Jialong Zhou, Lichao Wang, Xiao Yang
The emergence of large language models (LLMs) enables the development of intelligent agents capable of engaging in complex and multi-turn dialogues. However, multi-agent collaborat…