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Shimin Di

Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models

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Aug 13, 2024
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Class-aware and Augmentation-free Contrastive Learning from Label Proportion

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Aug 13, 2024
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Cardinality Estimation on Hyper-relational Knowledge Graphs

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May 24, 2024
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Emergence Learning: A Rising Direction from Emergent Abilities and a Monosemanticity-Based Study

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Dec 17, 2023
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Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks

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Aug 14, 2023
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AutoGEL: An Automated Graph Neural Network with Explicit Link Information

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Dec 02, 2021
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Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding

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Apr 22, 2021
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Searching to Sparsify Tensor Decomposition for N-ary Relational Data

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Apr 21, 2021
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