Dilruk Perera

According to our database, Dilruk Perera authored at least 8 papers between 2017 and 2024.

Collaborative distances:

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

2024

Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework.

Daniel J. Tan, Qianyi Xu, Kay Choong See, Dilruk Perera, Mengling Feng

CoRR, 2024

Adapting an Artificial Intelligence Sexually Transmitted Diseases Symptom Checker Tool for Mpox Detection: The HeHealth Experience.

Rayner Kay Jin Tan, Dilruk Perera, Salomi Arasaratnam, Yudara Kularathne

CoRR, 2024

2023

Demystifying Complex Treatment Recommendations: A Hierarchical Cooperative Multi-Agent RL Approach.

Dilruk Perera, Siqi Liu, Mengling Feng

Proceedings of the International Joint Conference on Neural Networks, 2023

2020

Towards Comprehensive Recommender Systems: Time-Aware UnifiedcRecommendations Based on Listwise Ranking of Implicit Cross-Network Data.

Dilruk Perera, Roger Zimmermann

CoRR, 2020

Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data.

Dilruk Perera, Roger Zimmermann

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped users.

Dilruk Perera, Roger Zimmermann

Proceedings of the World Wide Web Conference, 2019

2018

LSTM Networks for Online Cross-Network Recommendations.

Dilruk Perera, Roger Zimmermann

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations.

Dilruk Perera, Roger Zimmermann

Proceedings of the 2017 ACM on Multimedia Conference, 2017