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Siwen Yan
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 10
Top Topics
Tree Ensembles
Win Win
Heterogeneous Data
Relational Data
Top Venues
CoRR
ICBINB@NeurIPS
ILP
AIME
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Publications
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Siwen Yan
,
Phillip Odom
,
Sriraam Natarajan
Knowledge-based Refinement of Scientific Publication Knowledge Graphs.
CoRR
(2023)
Siva Likitha Valluru
,
Biplav Srivastava
,
Sai Teja Paladi
,
Siwen Yan
,
Sriraam Natarajan
Promoting Research Collaboration with Open Data Driven Team Recommendation in Response to Call for Proposals.
CoRR
(2023)
Tiantian Chen
,
Siwen Yan
,
Jianxiong Guo
,
Weili Wu
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning.
CoRR
(2022)
Siwen Yan
,
Sriraam Natarajan
,
Saket Joshi
,
Roni Khardon
,
Prasad Tadepalli
Explainable Models via Compression of Tree Ensembles.
CoRR
(2022)
Devendra Singh Dhami
,
Siwen Yan
,
Gautam Kunapuli
,
David Page
,
Sriraam Natarajan
Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach.
AIME
(2021)
Devendra Singh Dhami
,
Siwen Yan
,
Sriraam Natarajan
Bridging Graph Neural Networks and Statistical Relational Learning: Relational One-Class GCN.
CoRR
(2021)
Devendra Singh Dhami
,
Siwen Yan
,
Gautam Kunapuli
,
David Page
,
Sriraam Natarajan
Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach.
CoRR
(2021)
Devendra Singh Dhami
,
Siwen Yan
,
Gautam Kunapuli
,
Sriraam Natarajan
Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem.
ILP
(2021)
Devendra Singh Dhami
,
Siwen Yan
,
Gautam Kunapuli
,
Sriraam Natarajan
Non-Parametric Learning of Gaifman Models.
CoRR
(2020)
Siwen Yan
,
Devendra Singh Dhami
,
Sriraam Natarajan
The Curious Case of Stacking Boosted Relational Dependency Networks.
ICBINB@NeurIPS
(2020)