Papers by Junxing Hu
OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction (2026.acl-demo)
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| Challenge: | Existing MAS frameworks lack standardized abstractions, leading to low efficiency and repetitive implementation of core functions. |
| Approach: | They propose an open-source framework that encapsulates agents, tools, and reasoning flows as pluggable atomic components. |
| Outcome: | The OxyGent framework provides a robust and scalable foundation for multi-agent systems in industrial environments. |