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New York University
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Random Reshuffling in Shuffling SGD is proven to outperform traditional SGD under any reasonable stepsize, challenging long-held theoretical limitations.
ShareLock achieves over 90% success in multi-tool poisoning attacks while remaining undetectable, reshaping the threat landscape for LLM-driven agents.
Co-policy enables robots to generate musically complementary responses in real-time, transforming the landscape of human-robot musical collaboration.
