Fatemeh Vahedian

According to our database, Fatemeh Vahedian authored at least 16 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Leveraging the Graph Structure of Neural Network Training Dynamics.

Fatemeh Vahedian, Ruiyu Li, Puja Trivedi, Di Jin, Danai Koutra

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Heterogeneous Network Approach to Predict Individuals' Mental Health.

Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic

ACM Trans. Knowl. Discov. Data, 2021

Convolutional Neural Network Dynamics: A Graph Perspective.

Fatemeh Vahedian, Ruiyu Li, Puja Trivedi, Di Jin, Danai Koutra

CoRR, 2021

Refining Network Alignment to Improve Matched Neighborhood Consistency.

Mark Heimann, Xiyuan Chen, Fatemeh Vahedian, Danai Koutra

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Consistent Network Alignment with Node Embedding.

Xiyuan Chen, Mark Heimann, Fatemeh Vahedian, Danai Koutra

CoRR, 2020

CONE-Align: Consistent Network Alignment with Proximity-Preserving Node Embedding.

Xiyuan Chen, Mark Heimann, Fatemeh Vahedian, Danai Koutra

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2018

Recommender Systems Based on Social Networks.

Fatemeh Vahedian, Robin Burke

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

2017

Multirelational Recommendation in Heterogeneous Networks.

Fatemeh Vahedian, Robin Burke, Bamshad Mobasher

ACM Trans. Web, 2017

Weighted Random Walk Sampling for Multi-Relational Recommendation.

Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

2016

Weighted Random Walks for Meta-Path Expansion in Heterogeneous Networks.

Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher

Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

Meta-Path Selection for Extended Multi-Relational Matrix Factorization.

Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015

Network-Based Extension of Multi-Relational Factorization Models.

Fatemeh Vahedian, Robin D. Burke, Bamshad Mobasher

Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014

Hybrid Recommendation in Heterogeneous Networks.

Robin D. Burke, Fatemeh Vahedian, Bamshad Mobasher

Proceedings of the User Modeling, Adaptation, and Personalization, 2014

Predicting Component Utilities for Linear-Weighted Hybrid Recommendation.

Fatemeh Vahedian, Robin D. Burke

Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th ACM Conference on Recommender Systems (RecSys 2014), 2014

Weighted hybrid recommendation for heterogeneous networks.

Fatemeh Vahedian

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

2013

Social Web Recommendation using Metapaths.

Robin D. Burke, Fatemeh Vahedian

Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013