Dilruk Perera - RankMe

17 papers A* 4B 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Smart Imitator: Learning from Imperfect Clinical Decisions. J. Am. Medical Informatics Assoc. Dilruk Perera, Siqi Liu, Kay Choong See, Mengling Feng
2026	—	`conf`	medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support. KDD (1) Qianyi Xu, Gousia Habib, Feng Wu, Dilruk Perera, Mengling Feng
2026	J	`jnl`	medR: Reward Engineering for Clinical Offline Reinforcement Learning via Tri-Drive Potential Functions. CoRR Qianyi Xu, Gousia Habib, Feng Wu, Yanrui Du, Zhihui Chen, Swapnil Mishra, Dilruk Perera, Mengling Feng
2025	J	`jnl`	Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI. CoRR Dilruk Perera, Gousia Habib, Qianyi Xu, Daniel J. Tan, Kai He, Erik Cambria, Mengling Feng
2025	J	`jnl`	DeepEN: Personalized Enteral Nutrition for Critically Ill Patients using Deep Reinforcement Learning. CoRR Daniel J. Tan, Jiayang Chen, Dilruk Perera, Kay Choong See, Mengling Feng
2025	J	`jnl`	MedDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support. CoRR Qianyi Xu, Gousia Habib, Dilruk Perera, Mengling Feng
2024	J	`jnl`	Adapting an Artificial Intelligence Sexually Transmitted Diseases Symptom Checker Tool for Mpox Detection: The HeHealth Experience. CoRR Rayner Kay Jin Tan, Dilruk Perera, Salomi Arasaratnam, Yudara Kularathne
2024	J	`jnl`	Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework. CoRR Daniel J. Tan, Qianyi Xu, Kay Choong See, Dilruk Perera, Mengling Feng
2023	B	`conf`	Demystifying Complex Treatment Recommendations: A Hierarchical Cooperative Multi-Agent RL Approach. IJCNN Dilruk Perera, Siqi Liu, Mengling Feng
2020	J	`jnl`	CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped users. CoRR Dilruk Perera, Roger Zimmermann
2020	J	`jnl`	Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations. CoRR Dilruk Perera, Roger Zimmermann
2020	J	`jnl`	LSTM Networks for Online Cross-Network Recommendations. CoRR Dilruk Perera, Roger Zimmermann
2020	A*	`conf`	Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data. AAAI Dilruk Perera, Roger Zimmermann
2020	J	`jnl`	Towards Comprehensive Recommender Systems: Time-Aware UnifiedcRecommendations Based on Listwise Ranking of Implicit Cross-Network Data. CoRR Dilruk Perera, Roger Zimmermann
2019	A*	`conf`	CnGAN: Generative Adversarial Networks for Cross-network user preference generation for non-overlapped users. WWW Dilruk Perera, Roger Zimmermann
2018	A*	`conf`	LSTM Networks for Online Cross-Network Recommendations. IJCAI Dilruk Perera, Roger Zimmermann
2017	A*	`conf`	Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations. ACM Multimedia Dilruk Perera, Roger Zimmermann