Transfer Learning for Performance Modeling of Deep Neural Network Systems. - Md Shahriar Iqbal; Lars Kotthoff; Pooyan Jamshidi (OpML, 2019)

FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks. - Md Shahriar Iqbal; Jianhai Su; Lars Kotthoff; Pooyan Jamshidi (CoRR, 2020)

CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning. - Rahul Krishna; Md Shahriar Iqbal; Mohammad Ali Javidian; Baishakhi Ray; Pooyan Jamshidi (CoRR, 2020)

Computational screening of 645 antiviral peptides against the receptor-binding domain of the spike protein in SARS-CoV-2. - Md Minhas Hossain Sakib; Aktiya Anjum Nishat; Mohammad Tarequl Islam; Mohammad Abu Raihan Uddin; Md Shahriar Iqbal; Farhan Fuad Bin Hossen; Mohammad Imran Ahmed; Md Samiul Bashir; Takbir Hossain; Umma Sumia Tohura; Saiful Islam Saif; Nabilah Rahman Jui; et al. (Comput. Biol. Medicine, 2021)

Unicorn: reasoning about configurable system performance through the lens of causality. - Md Shahriar Iqbal; Rahul Krishna; Mohammad Ali Javidian; Baishakhi Ray; Pooyan Jamshidi (EuroSys, 2022)

SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper. - André Bauer 001; Mark Leznik; Md Shahriar Iqbal; Daniel Seybold; Igor Trubin; Benjamin Erb; Jörg Domaschka; Pooyan Jamshidi (ICPE (Companion), 2022)

Change Point Detection for MongoDB Time Series Performance Regression. - Mark Leznik; Md Shahriar Iqbal; Igor Trubin; Arne Lochner; Pooyan Jamshidi; André Bauer 001 (ICPE (Companion), 2022)

CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems. - Md Shahriar Iqbal; Ziyuan Zhong; Iftakhar Ahmad; Baishakhi Ray; Pooyan Jamshidi (SoCC, 2023)

FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks. - Md Shahriar Iqbal; Jianhai Su; Lars Kotthoff; Pooyan Jamshidi (J. Artif. Intell. Res., 2023)

FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint). - Md Shahriar Iqbal; Jianhai Su; Lars Kotthoff; Pooyan Jamshidi (AAAI, 2024)