Researchers at Tsinghua University developed the Optical Feature Extraction Engine (OFE2), an optical engine that processes data at 12.5 GHz using light rather than electricity. Its integrated ...
Abstract: Emerging applications, e.g., machine learning, large language models (LLMs), and graphic processing, are rapidly developing and are both compute-intensive and memory-intensive. Computing in ...
Abstract: Sparse Matrix-Vector Multiplication (SpMV) is an essential sparse operation in scientific computing and artificial intelligence. Efficiently adapting SpMV algorithms to diverse matrices and ...
$$ \begin{array}{ll} \underset{x \in \mathbb{R}^n}{\min} \quad \frac{1}{2}\langle x,Qx \rangle + \langle c, x \rangle +\phi(x)\\ \text{s.t.} \quad \quad \quad \quad ...
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