Programming languages and software engineering
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Panel: Preparing for the next generation of developer communities
As more people are programming for a purpose, they have turned to online communities and resources to grow their developer skills. But there are a few open questions about how people are engaging in these…
Video
Opening remarks: Empowering software developers and mathematicians with next-generation AI
Machine learning systems have become increasingly capable of making fast, plausible predictions in diverse situations. Combining this capability with the reliability of symbolic reasoning will produce next generation AI that will empower developers and mathematicians…
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Closing remarks: Empowering software developers and mathematicians with next-generation AI
Machine learning systems have become increasingly capable of making fast, plausible predictions in diverse situations. Combining this capability with the reliability of symbolic reasoning will produce next generation AI that will empower developers and mathematicians…
Video
Research talks: AI for software development
This session will showcase a future in which AI automates much of the tedious and error-prone collaborative software development tasks. We take a broad, end-to-end view of software development that consists of not only coding…
Video
Research talk: Torchy: A tracing JIT compiler for PyTorch
This session will introduce current technologies to speed up training of machine learning models and their limitations, and it will also include a presentation of Torchy, a transparent solution to speed up PyTorch workloads through…
Video
Research talk: SPTAG++: Fast hundreds of billions-scale vector search with millisecond response time
Current state-of-the-art vector approximate nearest neighbor search (ANNS) libraries mainly focus on how to do fast high-recall search in memory. However, extremely large-scale vector search scenarios present certain challenges. For example, hundreds of billions of…
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Research talks: Software supply chain security
The software development process has an extensive list of dependencies for building software, to include build inputs such as source code, open-source software (OSS), software development kits (SDKs), compilers, linkers, and other build tools. Securing…
Publication