About Jian Weng Jian Weng Assistant Professor, Computer Science compilation techniques software/hardware co-design Computer architecture Jian Weng, an assistant professor of computer science at KAUST, is actively working on improving computer systems' energy efficiency and performance by reforming software and hardware interfaces. Events Presented Events Feb 9 - Feb 15, 2025 Spatial Dataflow is all you need! Jian Weng, Assistant Professor, Computer Science Feb 10, 12:00 - 13:00 B9 L2 R2325 machine learning RTL computational methods Jian Weng's research, inspired by spatial dataflow, proposes a unified hardware design and implementation framework that leverages a familiar software programming paradigm, enabling concise and efficient designs while significantly reducing code complexity and achieving near-handcrafted performance, with future applications in ML inference systems targeting memory bandwidth limitations. Jan 28 - Feb 3, 2024 Developing, Synthesizing, and Automating Domain-Specific Accelerators Jian Weng, Assistant Professor, Computer Science Jan 29, 11:30 - 12:30 B9 L2 H2 Domain-Specific Accelerators In reaction to the waning benefit of transistor scaling and the increasing demands on computing power, specialized accelerators have drawn significant attention from both academics and industry because of their orders-of-magnitude performance improvement and energy efficiency.
Spatial Dataflow is all you need! Jian Weng, Assistant Professor, Computer Science Feb 10, 12:00 - 13:00 B9 L2 R2325 machine learning RTL computational methods Jian Weng's research, inspired by spatial dataflow, proposes a unified hardware design and implementation framework that leverages a familiar software programming paradigm, enabling concise and efficient designs while significantly reducing code complexity and achieving near-handcrafted performance, with future applications in ML inference systems targeting memory bandwidth limitations.
Developing, Synthesizing, and Automating Domain-Specific Accelerators Jian Weng, Assistant Professor, Computer Science Jan 29, 11:30 - 12:30 B9 L2 H2 Domain-Specific Accelerators In reaction to the waning benefit of transistor scaling and the increasing demands on computing power, specialized accelerators have drawn significant attention from both academics and industry because of their orders-of-magnitude performance improvement and energy efficiency.
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