Siwen Yan

According to our database, Siwen Yan authored at least 11 papers between 2020 and 2025.

Collaborative distances:

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

2025

Representing Multi-Relational Data via Statistical Relational Learning and Graph Convolutional Networks.

Devendra Singh Dhami, Saurabh Mathur, Siwen Yan, Sriraam Natarajan

Proceedings of the 13th ACM IKDD International Conference on Data Science, 2025

2024

ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning.

Tiantian Chen, Siwen Yan, Jianxiong Guo, Weili Wu

IEEE Trans. Comput. Soc. Syst., April, 2024

Explainable models via compression of tree ensembles.

Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli

Mach. Learn., 2024

Promoting Research Collaboration with Open Data Driven Team Recommendation in Response to Call for Proposals.

Siva Likitha Valluru, Biplav Srivastava, Sai Teja Paladi, Siwen Yan, Sriraam Natarajan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning with privileged and sensitive information: a gradient-boosting approach.

Siwen Yan, Phillip Odom, Rahul Pasunuri, Kristian Kersting, Sriraam Natarajan

Frontiers Artif. Intell., February, 2023

Knowledge-based Refinement of Scientific Publication Knowledge Graphs.

Siwen Yan, Phillip Odom, Sriraam Natarajan

CoRR, 2023

2021

Bridging Graph Neural Networks and Statistical Relational Learning: Relational One-Class GCN.

Devendra Singh Dhami, Siwen Yan, Sriraam Natarajan

CoRR, 2021

Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem.

Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan

Proceedings of the Inductive Logic Programming - 30th International Conference, 2021

Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach.

Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan

Proceedings of the Artificial Intelligence in Medicine, 2021

2020

Non-Parametric Learning of Gaifman Models.

Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan

CoRR, 2020

The Curious Case of Stacking Boosted Relational Dependency Networks.

Siwen Yan, Devendra Singh Dhami, Sriraam Natarajan

Proceedings of the "I Can't Believe It's Not Better!" at NeurIPS Workshops, 2020