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Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale...USENIX ATC '232023-07-10
Claims an end-to-end multi-GPU system that trains billion‑node GNNs on a single machine by combining hierarchical graph partitioning to minimize cache…
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Bridging the Gap between Relational OLTP and Graph-based OLAPUSENIX ATC '232023-07-10
GART extends HTAP into HTGAP by adding a relational-to-graph mapping layer and an in-memory dynamic graph store that claims tens of milliseconds freshness and…
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Positioning left-hand movement in violin performance: system and user study on fingering pattern ...IUI 20212021-04-13
An automated fingering system trains BiLSTM modules for string, hand position, and finger on a new dataset of 10 pieces annotated by 10 professionals yielding…
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Personalized Context-aware Collaborative Online Activity PredictionUbiComp / ISWC 20202020-09-12
Builds a user-location-time-activity 4D-tensor and a location-time-POI 3D-tensor, uses Telecom app logs (7 days, ~2000 apps) and Check-in data (3 months, 16…
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