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Yukuo Cen

Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training on Industrial-Scale Data

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Jul 04, 2024
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GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment

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Jun 05, 2024
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Does Negative Sampling Matter? A Review with Insights into its Theory and Applications

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Feb 27, 2024
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PST-Bench: Tracing and Benchmarking the Source of Publications

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Feb 25, 2024
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OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining

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Feb 24, 2024
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BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs

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Jun 06, 2023
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GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner

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Apr 10, 2023
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Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries

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Aug 16, 2022
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GACT: Activation Compressed Training for General Architectures

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Jun 28, 2022
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Rethinking the Setting of Semi-supervised Learning on Graphs

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May 28, 2022
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