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Micro-RNA let-7a-5p Derived From Mesenchymal Stem Cell-Derived Extracellular Vesicles Promotes the Regrowth of Neurons in Spinal-Cord-Injured Rats by Targeting the HMGA2/SMAD2 Axis

Frontiers in molecular neuroscience, 2022-03, Vol.15, p.850364-850364

2022

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A Survey of Learning Causality with Data: Problems and Methods

ACM computing surveys, 2020-09, Vol.53 (4), p.1-37

2020

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Accurate identification of bacteriophages from metagenomic data using Transformer

Briefings in bioinformatics, 2022-07, Vol.23 (4)

2022

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Hypoxic preconditioning-engineered bone marrow mesenchymal stem cell-derived exosomes promote muscle satellite cell activation and skeletal muscle regeneration via the miR-210-3p/KLF7 mechanism

International immunopharmacology, 2024-12, Vol.142 (Pt B), p.113143, Article 113143

2024

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SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations

ACM transactions on information systems, 2024-01, Vol.42 (3), p.1-23, Article 86

2024

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Evaluation Methods and Measures for Causal Learning Algorithms

IEEE transactions on artificial intelligence, 2022-12, Vol.3 (6), p.924-943

2022

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Causal Disentanglement for Implicit Recommendations with Network Information

ACM transactions on knowledge discovery from data, 2023-04, Vol.17 (7), p.1-18, Article 94

2023

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Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data

ACM transactions on knowledge discovery from data, 2023-12, Vol.18 (3), p.1-21, Article 48

2023

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Learning Causality with Networked Observational Data

Guo, Ruocheng

2021

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A comparison of methods for cascade prediction

2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016, p.591-598

2016

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Machine Learning for Causal Inference

1, 2023

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An empirical evaluation of social influence metrics

2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016, p.1329-1336

2016

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Supervised Graph Contrastive Learning for Few-Shot Node Classification

Machine Learning and Knowledge Discovery in Databases, 2023, p.394-411

2023

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Toward order-of-magnitude cascade prediction

2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2015, p.1610-1613

2015

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Learning Fair Node Representations with Graph Counterfactual Fairness

Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, 2022, p.695-703

2022

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Modeling Temporal Patterns of Cyberbullying Detection with Hierarchical Attention Networks

ACM/IMS transactions on data science, 2021-05, Vol.2 (2), p.1-23, Article 8

2021

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What Boosts Fake News Dissemination on Social Media? A Causal Inference View

Advances in Knowledge Discovery and Data Mining, 2023, Vol.13938, p.234-246

2023

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Causal Disentanglement with Network Information for Debiased Recommendations

Similarity Search and Applications, 2022, Vol.13590, p.265-273

2022

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Causal Understanding of Fake News Dissemination on Social Media

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2021, p.148-157

2021

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Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning

Proceedings of the 13th International Conference on Web Search and Data Mining, 2020, p.34-42

2020

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Graph Few-shot Class-incremental Learning

Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, 2022, p.987-996

2022

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Causal Mediation Analysis with Hidden Confounders

Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, 2022, p.113-122

2022

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Long-Term Effect Estimation with Surrogate Representation

Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 2021, p.274-282

2021

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Causal Learning in Question Quality Improvement

Benchmarking, Measuring, and Optimizing, 2020, Vol.12093, p.204-214

2020

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Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks

Social, Cultural, and Behavioral Modeling, 2017, Vol.10354, p.254-261

2017

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Micro-RNA let-7a-5p Derived From Mesenchymal Stem Cell-Derived Extracellular Vesicles Promotes the Regrowth of Neurons in Spinal-Cord-Injured Rats by Targeting the HMGA2/SMAD2 Axis

A Survey of Learning Causality with Data: Problems and Methods

Accurate identification of bacteriophages from metagenomic data using Transformer

Hypoxic preconditioning-engineered bone marrow mesenchymal stem cell-derived exosomes promote muscle satellite cell activation and skeletal muscle regeneration via the miR-210-3p/KLF7 mechanism

SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations

Evaluation Methods and Measures for Causal Learning Algorithms

Causal Disentanglement for Implicit Recommendations with Network Information

Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data

Learning Causality with Networked Observational Data

A comparison of methods for cascade prediction

Machine Learning for Causal Inference

An empirical evaluation of social influence metrics

Supervised Graph Contrastive Learning for Few-Shot Node Classification

Toward order-of-magnitude cascade prediction

Learning Fair Node Representations with Graph Counterfactual Fairness

Modeling Temporal Patterns of Cyberbullying Detection with Hierarchical Attention Networks

What Boosts Fake News Dissemination on Social Media? A Causal Inference View

Causal Disentanglement with Network Information for Debiased Recommendations

Causal Understanding of Fake News Dissemination on Social Media

Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning

Graph Few-shot Class-incremental Learning

Causal Mediation Analysis with Hidden Confounders

Long-Term Effect Estimation with Surrogate Representation

Causal Learning in Question Quality Improvement

Temporal Analysis of Influence to Predict Users' Adoption in Online Social Networks

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