MEmORy Lab @ DNAS

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:

Automated Algorithm Design, Machine Learning, Automated Machine Learning (AutoML), Data Science / Analytics, Operations Research, Evolutionary Algorithms, Computational Intelligence, Meta/Hyper-heuristics, Adaptive/Reactive/Autonomous Search, Algorithm Portfolios (Selection), Algorithm Configuration (Hyper-parameter Tuning / Optimization + Control), Meta-learning, Empirical Algorithmics, Design of Experiments, Recommender Systems (Collaborative Filtering), Boolean Satisability, Constraint Programming, Combinatorial Optimisation, Data Mining (Knowledge Discovery), Expert Systems, Decision Support Systems

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)
Mustafa Misir will give a keynote speech on Automated Algorithm Design (AAD) in ISAICS, Changsha, China, 11/2024
An invited talk on AAD was given by Mustafa Misir in Wuhan University, China, 07/2024
An article on Deep Learning for 16S rRNA GCN prediction is published in Scientific Reports, Nature Portfolio, 06/2024
A paper on Robust Automated Machine Learning (AutoML) is accepted to IJCAI/DSO Workshop, South Korea, 06/2024
A keynote talk was delivered by Mustafa Misir on AutoML in ICBDS, China, 12/2023
Organizing a Special Session on Multi-Objective AutoML in IEEE WCCI / IJCNN 2024, Japan, 12/2023
A webinar talk on Cross-domain Algorithm Selection was given by Mustafa Misir for IEEE Task Force on ESCO, 10/2023
A conference paper about Benchmark & Algorithm Analysis is accepted to IEEE SSCI 2023, Mexico, 09/2023
Mustafa Misir joined IEEE Task Force on Evolutionary Scheduling and Combinatorial Optimisation (ESCO), 09/2023
Mustafa Misir gave a speech on Machine Learning in HackDuke 2023, China-US, 09/2023
Mustafa Misir presented a keynote talk on AutoML in ICIAAI, Singapore / Virtual, 08/2023