Siwen Yan

Joined

February 2020

Names

Siwen Yan (Preferred)

Emails

****@utdallas.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, University of Texas, Dallas (utdallas.edu)

2018 – 2024

Advisors, Relations & Conflicts

Coauthor

Devendra Singh Dhami

Present

PhD Advisor

Sriraam Natarajan

2018 – 2024

Expertise

Deep learning

Present

Probabilistic graphical models

Present

Publications

Explainable Models via Compression of Tree Ensembles
Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning
Tiantian Chen, Siwen Yan, Jianxiong Guo, Weili Wu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach
Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan
- 2021 (modified: 15 May 2023)
- CoRR 2021
- Readers: Everyone
Bridging Graph Neural Networks and Statistical Relational Learning: Relational One-Class GCN
Devendra Singh Dhami, Siwen Yan, Sriraam Natarajan
- 2021 (modified: 15 May 2023)
- CoRR 2021
- Readers: Everyone
Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach
Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- AIME 2021
- Readers: Everyone
Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem
Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- ILP 2021
- Readers: Everyone
The Curious Case of Stacking Boosted Relational Dependency Networks
Siwen Yan, Devendra Singh Dhami, Sriraam Natarajan
- Published: 09 Dec 2020, Last Modified: 05 May 2023
- ICBINB 2020 Spotlight
- Readers: Everyone
Non-Parametric Learning of Gaifman Models
Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan
- 2020 (modified: 15 May 2023)
- CoRR 2020
- Readers: Everyone
The Curious Case of Stacking Boosted Relational Dependency Networks
Siwen Yan, Devendra Singh Dhami, Sriraam Natarajan
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- ICBINB@NeurIPS 2020
- Readers: Everyone

Siwen Yan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors