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Renze Chen

2 accepted papers

2026

DITRON: Distributed Multi-level Tiling Compiler for Parallel Tensor Programs

ICML 2026poster

The scaling of large language models (LLMs) is currently bottlenecked by the rigidity of distributed programming. While high-performance libraries like CuBLAS and NCCL provide optimized primitives, they lack the flexibility required for rapidly evolving model architectures. Conversely, existing tens…

Cited by 0SourceScholar
2024

ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction

NeurIPS 2024poster

Large Language Models (LLMs) are widely used in today's tasks of natural language processing. To support applications like multi-turn chats, document understanding, and content generation, models with long context lengths are growing in importance. However, managing long contexts brings substantial…

Cited by 2SourcePDFScholar