Amin Kamali - RankMe

14 papers A* 1B 2Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Scientific Literature Chatbots with Retrieval-Augmented Generation: A Performance Evaluation of Vector and Graph-Based Systems. CoRR Hamideh Ghanadian, Amin Kamali, Mohammad Hossein Tekieh
2025	J	`jnl`	Reqo: A Robust and Explainable Query Optimization Cost Model. CoRR Baoming Chang, Amin Kamali, Verena Kantere
2025	J	`jnl`	Robust Plan Evaluation based on Approximate Probabilistic Machine Learning. Proc. VLDB Endow. Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	J	`jnl`	A Novel Framework Using Deep Reinforcement Learning for Join Order Selection. CoRR Chang Liu, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	B	`conf`	A Novel Technique for Query Plan Representation Based on Graph Neural Nets. DaWaK Baoming Chang, Amin Kamali, Verena Kantere
2024	J	`jnl`	A Novel Technique for Query Plan Representation Based on Graph Neural Nets. CoRR Baoming Chang, Amin Kamali, Verena Kantere
2024	B	`conf`	A novel framework for join order selection based on reinforcement and representation learning. IEEE Big Data Chang Liu, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	—	`conf`	RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. SIGMOD Conference Companion Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	A*	`conf`	Robust Query Optimization in the Era of Machine Learning: State-of-the-Art and Future Directions. ICDE Amin Kamali, Verena Kantere, Calisto Zuzarte
2024	J	`jnl`	Roq: Robust Query Optimization Based on a Risk-aware Learned Cost Model. CoRR Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2023	—	`conf`	A Hybrid Cost Model for Evaluating Query Execution Plans. AIKE Ning Wang, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli, Brandon Frendo, Steve Donoghue
2023	—	`conf`	ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management. CASCON Amin Kamali, Calisto Zuzarte, Verena Kantere, Jaroslaw Szlichta, Yueting Chen, Xiaohui Yu, Ning Wang
2022	—	`conf`	ML4DM: The second workshop on the emerging applications of machine learning in modern data management. CASCON Amin Kamali, Jarek Szlichta, Calisto Zuzarte, Yueting Chen, Verena Kantere, Shaikh Quader
2021	—	`conf`	Emerging applications of machine learning in modern data management. CASCON Amin Kamali, Calisto Zuzarte, Verena Kantere