Former Research Staff
Name Affiliation
 
Assistant Professor, University of Patras
Assistant Professor, UFPel, Brazil
Intel, Munich
 
PostDoc, University Stuttgart
 
Associate Professor, NYU Abu Dhabi
 
 
 
Assistant Professor, Sharif University of Technology
 
Privat Dozent, TU Vienna
 
 
 
Assistent Professor, Univ. Amsterdam, NL
Research Staff Member, NEC Heidelberg
 
IBM, Böblingen
CitiGroup, London
ARM, Trondheim
PostDoc, TU Dresden
Bell Labs, Stuttgart
 
 
Embedded Software Engineer, Sauter, Basel
 
 
Assistant Professor, Costa Rica Institute of Technology
Associate Professor, University of Sharjah, AE
 
 
 
 
Assistant Professor, Sharif University of Technology
Junior Professor, University Stuttgart
 
Associate Professor, UC Irvine, USA
Master / Diplomarbeit students
NameTitelMentor
Gaßmann, TomTowards the Combined Optimization of Approximation Techniques for TransformersGeorgios Mentzos
Hegenberg, PaulPUF-Bound Neural Networks: Implementation and Adversarial Evaluation of Silicon-Rooted Model ProtectionMohamed Alsharkawy
Ibrahim, MinaEnhance PUF ReliabilityNassar, Hassan / Alsharkawy, Mohamed
Luckas, GregorNVM RISC-VNassar Hassan / Tobar, Miran
Niclas, AndryTinyMLGeorgios Mentzos
Ratschinski, AlbertResource-Aware Hybrid Federated Learning with Zeroth- and First-order UpdatesAhmed, Mohamed Ashraf Aboelenien
Reimers, JohannesRL-based Scheduling of Multi-DNN Workloads on Heterogeneous Accelerator SystemsBenedikt Dietrich
Siefker, AaronEfficient DNN Execution on Edge HardwareBenedikt Dietrich
Tamer, MahmoudResource Management using Federated LearningKdhr, Heba

Bachelor / Studienarbeit students
NameTitelMentor
Braun, Daniel FerencReinforcment Learning for Robotic Arm ManipulationBenedikt Dietrich, Heba Khdr
Denkov, Emilian MartinAdaptive Pruning for Efficient Training on Resource-Constrained DevicesMohamed Aboelenien Ahmed
Knaack, MarcoFederated RLHFMohamed Ahmed, Benedikt Dietrich
Scholl, DanielRessource Management with Sched_extBenedikt Dietrich, Bakr Sikal

Student assistants / Hiwis / Internship
NameTitelMentor
Ahmed, SamiWCET on AcceleratorsHassan Nassar
Dinnebier, AlexanderHiWi RLSGeorge Mentzos
Faisal, Muhammad Zuhairembedded ML/cudaBenedikt Dietrich
Hilgers, Matthiasteaching and FPGA-based researchMentzos, Georgios
Janardhanan, VedyaHammering Attacks on FPGA-Based SystemsZeynep Demirdag, Mohammed Bakr Sikal, Hassan Nassar
Oğuz, YiğitLightweight Deep Reinforcement LearningKhdr, Heba
R S, RaguramMiqara ImplementationZeynep Demirdag
Sönmez, ErenBlockchain and IoTAlsharkawy, Mohamed
Weinsheimer, FlorianHLS-Based Customized Embedded Processor Design on FPGAZeynep Demirdag, Mohamed Alsharkawy, Hassan Nassar