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Department of Civil and Environmental Engineering, Rice University, Houston, TX
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Learning TSP through a structured latent object reveals critical Hamiltonian insights that improve both tour quality and interpretability.
DT-Guard outperforms larger models in safety classification while maintaining low-latency performance, proving that reasoning supervision can be efficiently internalized.
NCP achieves state-of-the-art performance in combinatorial optimization while drastically cutting computation time, redefining efficiency in solving complex problems.
Over half of LLM agent tool interactions leak sensitive data, and AgentRaft can catch them with high accuracy.
GLM-5 doesn't just code; it engineers, showcasing unprecedented capability in tackling end-to-end software engineering challenges.
