Rethinking IDE Customization for Enhanced HAX: A Hyperdimensional Perspective
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Abstract (arXiv)
As Integrated Development Environments (IDEs) increasingly integrate Artificial Intelligence, Software Engineering faces both benefits like productivity gains and challenges like mismatched user preferences. We propose Hyper-Dimensional (HD) vector spaces to model Human-Computer Interaction, focusing on user actions, stylistic preferences, and project context. These contributions aim to inspire further research on applying HD computing in IDE design.
Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 6 of its 18 references that are in the map. First posted on arXiv 5 Jan 2025.
Builds on
6 of 18 references.
References · 6
- 2024Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attentioncited by 194
- 2022Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programmingcited by 91
- 2022CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequencescited by 49
- 2024Language Models for Code Completion: A Practical Evaluationcited by 38
- 2024MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learningcited by 12
- 2024In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Reviewcited by 6
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Citing papers per year: 2025: 2.
2 papers.