DEFENSE Group
Developing Emerging Frameworks for
Exploratory, Novel Scientific Engines.
Research Highlights
Scientific LLMs: AI Peer Review System
Latest News
2026
2026-5-16Congratulations! Five papers have been accepted to KDD 2026.
2026-5-1Congratulations! One paper has been accepted to ICML 2026.
2026-4-15We launched SEU Agent-Town, the first agent town prototype modeled on Southeast University!
2026-3-10We released ToolRosella, an automatic standardization framework that converts open-source code repositories into standardized, LLM-callable tool services with built-in safety controls.
2026-2-26We released Foam-Agent, a multi-agent system that automates end-to-end computational fluid dynamics (CFD) workflows.
2026-2-10We released PeroMAS, the first multi-agent system for perovskite materials discovery validated by real experiments, enabling closed-loop exploration from literature retrieval to material synthesis.
2026-2-10We released Sci-VLA, a training-free agentic VLA inference plugin for long-horizon scientific experiments that improves task success rates by 42%.
2026-2-8Congratulations! Our paper on AI review, When AI reviews science: Can we trust the referee?, has been accepted by The Innovation Informatics.
2026-1-1Happy New Year! DEFENSE Group has launched its new official homepage at https://sdiaa.tech!