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06/13/2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
This paper studies speculative reasoning task on real-world knowledge gr...
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03/27/2023
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning
This paper investigates cross-lingual temporal knowledge graph reasoning...
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10/16/2022
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
In this paper, we investigate a realistic but underexplored problem, cal...
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06/03/2022
QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System
Answering multi-relation questions over knowledge graphs is a challengin...
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02/12/2022
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph
With the increasing demands on e-commerce platforms, numerous user actio...
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12/05/2021
Contrastive Cycle Adversarial Autoencoders for Single-cell Multi-omics Alignment and Integration
Muilti-modality data are ubiquitous in biology, especially that we have ...
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10/01/2021
Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders
This paper develops a novel unsupervised algorithm for belief representa...
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12/11/2020
Limits of PageRank-based ranking methods in sports data
While PageRank has been extensively used to rank sport tournament partic...
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05/11/2020
Hypergraph Learning with Line Expansion
Previous hypergraph expansions are solely carried out on either vertex l...
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04/30/2020
Quantifying Projected Impact of Social Distancing Policies on COVID-19 Outcomes in the US
Current social distancing measures to impede COVID-19 (such as shelter-i...
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03/30/2020
Revisiting "Over-smoothing" in Deep GCNs
Oversmoothing has been assumed to be the major cause of performance drop...
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02/23/2020
Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning
Author name ambiguity causes inadequacy and inconvenience in academic in...
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02/13/2020
Disentangling Overlapping Beliefs by Structured Matrix Factorization
Much work on social media opinion polarization focuses on identifying se...
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11/20/2019
Joint Embedding Learning of Educational Knowledge Graphs
As an efficient model for knowledge organization, the knowledge graph ha...
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09/06/2019
Structured Query Construction via Knowledge Graph Embedding
In order to facilitate the accesses of general users to knowledge graphs...
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07/23/2018
