GS-Quant learns semantically structured discrete codes for KG entities and injects them into LLM-based knowledge graph completion. . ├── cluster/ # hierarchy construction and optional LLM refinement ...

TurboQuant compresses the KV cache of large language models to 2–4 bits per element with near-optimal distortion, enabling 2× KV cache capacity and 71% higher throughput at high concurrency on AMD ...

Abstract: Secure aggregation has recently gained popularity in federated learning to defend against inference attacks by malicious aggregators or eavesdroppers. However, existing methods usually bring ...

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The mission of The University of Texas at Austin is to achieve excellence in the interrelated areas of undergraduate education, graduate education, research and public service. The University provides ...