Designing and Evaluating General-Purpose User Representations Based on Behavioral Logs from a Measurement Process Perspective: A Case Study with Snapchat.

[BibT_eX]

[DOI]

Qixiang Fang

Zhihan Zhou

CoRR, 2023

Graph Transformers for Large Graphs.

[BibT_eX]

[DOI]

Vijay Prakash Dwivedi

CoRR, 2023

Context-Aware Prediction of User Engagement on Online Social Platforms.

[BibT_eX]

[DOI]

CoRR, 2023

Graph Explicit Neural Networks: Explicitly Encoding Graphs for Efficient and Accurate Inference.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Embedding Based Retrieval in Friend Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

CARL-G: Clustering-Accelerated Representation Learning on Graphs.

[BibT_eX]

[DOI]

Evangelos E. Papalexakis

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Predicting Future Location Categories of Users in a Large Social Platform.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Linkless Link Prediction via Relational Distillation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Link Prediction with Non-Contrastive Learning.

[BibT_eX]

[DOI]

William Shiao

Zhichun Guo

Tong Zhao

Evangelos E. Papalexakis

Yozen Liu

Neil Shah

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Empowering Graph Representation Learning with Test-Time Graph Transformation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Cultural Differences in Friendship Network Behaviors: A Snapchat Case Study.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Reciprocity, Homophily, and Social Network Effects in Pictorial Communication: A Case Study of Bitmoji Stickers.

[BibT_eX]

[DOI]

Julie Jiang

Ron Dotsch

Mireia Triguero Roura

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Explaining Graph-level Predictions with Communication Structure-Aware Cooperative Games.

[BibT_eX]

[DOI]

CoRR, 2022

Friend Story Ranking with Edge-Contextual Local Graph Convolutions.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Flashlight: Scalable Link Prediction With Effective Decoders.

[BibT_eX]

[DOI]

Proceedings of the Learning on Graphs Conference, 2022

Sunshine with a Chance of Smiles: How Does Weather Impact Sentiment on Social Media?

[BibT_eX]

[DOI]

Julie Jiang

Nils Murrugarra-Llerena

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Graph Condensation for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Graph Neural Networks for Friend Ranking in Large-scale Social Platforms.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

CEAM: The Effectiveness of Cyclic and Ephemeral Attention Models of User Behavior on Social Platforms.

[BibT_eX]

[DOI]

Farhan Asif Chowdhury

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

A Unified View on Graph Neural Networks as Graph Signal Denoising.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

AdverTiming Matters: Examining User Ad Consumption for Effective Ad Allocations on Social Media.

[BibT_eX]

[DOI]

Koustuv Saha

Yozen Liu

Nicholas Vincent

Farhan Asif Chowdhury

Leonardo Neves

Neil Shah

Maarten W. Bos

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Data Augmentation for Graph Neural Networks.