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Transferable Graph Optimizers for ML Compilers
Most compilers for machine learning (ML) frameworks need to solve many c...
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Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation
Brain midline delineation can facilitate the clinical evaluation of brai...
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Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
Massive open online courses are becoming a modish way for education, whi...
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Chip Placement with Deep Reinforcement Learning
In this work, we present a learning-based approach to chip placement, on...
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BusTime: Which is the Right Prediction Model for My Bus Arrival Time?
With the rise of big data technologies, many smart transportation applic...
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Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation
The midline related pathological image features are crucial for evaluati...
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Generative Temporal Link Prediction via Self-tokenized Sequence Modeling
We formalize networks with evolving structures as temporal networks and ...
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Heterogeneous Graph Matching Networks
Information systems have widely been the target of malware attacks. Trad...
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Adversarial Defense Framework for Graph Neural Network
Graph neural network (GNN), as a powerful representation learning model ...
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Deep Program Reidentification: A Graph Neural Network Solution
Program or process is an integral part of almost every IT/OT system. Can...
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Deep Co-investment Network Learning for Financial Assets
Most recent works model the market structure of the stock market as a co...
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