Machine lEarning and Operations Research (MEmORy) Lab
The MEmORy Lab is in the Division of Natural and Applied Sciences at Duke Kunshan University, China. Its aim is developing automated approaches for solving all kinds of computational search problems both from academia and industry, utilizing:
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Automated Algorithm Design, Automated Machine Learning (AutoML), Data Science / Analytics, Operations Research, Evolutionary Computation / Algorithms, Computational Intelligence, Meta/Hyper-heuristics, Adaptive/Reactive/Autonomous Search, Algorithm Portfolios (Selection), Algorithm Configuration (Hyper-parameter Tuning / Optimization + Control), Meta-learning, Empirical Algorithmics, Recommender Systems (Collaborative Filtering), Boolean Satisability, Constraint Programming, Combinatorial Optimisation, Data Mining (Knowledge Discovery) |
News
- Looking for under/-graduate students and postdocs to work on several research projects. Please contact. (招收计算机科学/数据科学方向的本科/研究生和博士后研究人员。 研究方向为机器学习、自动化机器学习、算法设计、数据科学和计算研究。 有兴趣的学生和研究人员可以联系我: mustafa.misir [at] dukekunshan.edu.cn)
- Invited Talk: Automated Algorithm Design (AAD), Math+AI Forum, CIEP, Shanghai, China, 10/2025
- Invited Talk: AAD, ICIME, Okinawa, Japan, 09/2025
- Publication: MC-GNN-based Algorithm Selection (AS) for Docking, PRICAI, Wellington, New Zealand, 08/2025
- Project: LLM-based AS for Portfolio Optimization, DKU-SUFE Summer Research Program, China, 07-08/2025
- Tutorial: AAD, IEEE CEC, Hangzhou, China, 06/2025
- Publication: AS on Constrained Multi-objective Optimization, IEEE CEC, Hangzhou, China, 06/2025
- Special Sessions: Automated Machine Learning (AutoML), IEEE CEC and IJCNN, 06/2025
- Fund: AS for Molecular Docking, Wang-Cai Biochemistry & Synear Food Molecular Biology Labs, DKU, 05/2025
- Publication: Deep Reinforcement Learning, EJOR, Elsevier, 04/2025
- Publication: AS on AutoML, OLA, Dubai, UAE, 04/2025
- Invited Talk: AAD, School of Instrument Science and Engineering, Southeast University, China, 02/2025
- Invited Talk: AAD, IS-AII, Guiyang, China, 01/2025
- Keynote Talk: AAD, ISAICS, Changsha, China, 12/2024