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2020 – today
- 2024
[j3]Siwen Yan
, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable models via compression of tree ensembles. Mach. Learn. 113(3): 1303-1328 (2024)- [j2]Tiantian Chen, Siwen Yan, Jianxiong Guo, Weili Wu:
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning. IEEE Trans. Comput. Soc. Syst. 11(2): 2210-2221 (2024) - [c4]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. AAAI 2024: 22833-22841 - 2023
- [j1]Siwen Yan, Phillip Odom, Rahul Pasunuri, Kristian Kersting, Sriraam Natarajan:
Learning with privileged and sensitive information: a gradient-boosting approach. Frontiers Artif. Intell. 6 (2023) - [i7]Siwen Yan, Phillip Odom, Sriraam Natarajan:
Knowledge-based Refinement of Scientific Publication Knowledge Graphs. CoRR abs/2309.05681 (2023) - [i6]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 abs/2309.09404 (2023) - 2022
- [i5]Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli:
Explainable Models via Compression of Tree Ensembles. CoRR abs/2206.07904 (2022) - [i4]Tiantian Chen, Siwen Yan, Jianxiong Guo, Weili Wu:
ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning. CoRR abs/2210.07500 (2022) - 2021
- [c3]Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan:
Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach. AIME 2021: 252-257 - [c2]Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan:
Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem. ILP 2021: 95-110 - [i3]Devendra Singh Dhami, Siwen Yan, Sriraam Natarajan:
Bridging Graph Neural Networks and Statistical Relational Learning: Relational One-Class GCN. CoRR abs/2102.07007 (2021) - [i2]Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan:
Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach. CoRR abs/2103.10916 (2021) - 2020
- [c1]Siwen Yan, Devendra Singh Dhami, Sriraam Natarajan:
The Curious Case of Stacking Boosted Relational Dependency Networks. ICBINB@NeurIPS 2020: 33-42 - [i1]Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan:
Non-Parametric Learning of Gaifman Models. CoRR abs/2001.00528 (2020)
Coauthor Index
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