Self-Supervised coherence-based denoising of cryoseismological distributed acoustic sensing data. In Johanna Zitt (Eds.), Journal of Geophysical Research: Machine Learning and Computation, July 2025. [PUMA: myown]
The Viability of Crowdsourcing for RAG Evaluation. Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 159–169, ACM, July 2025. [PUMA: myown] URL
Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure. Datenbanksysteme für Business, Technologie und Web (BTW 2025), 393--415, Gesellschaft für Informatik, Bonn, 2025. [PUMA: myown privacy]
Computational Engineering of siderocalin to modulate its binding affinity to the antihypertension drug candesartan. Journal of Structural Biology, (217)1:108180, 2025. [PUMA: myown topic_lifescience] URL
Single-cell transcriptomics and epigenomics point to CD58-CD2 interaction in controlling primary melanoma growth and immunity. Cancer Communications, (n/a)n/aJohn Wiley & Sons, Ltd, January 2025. [PUMA: melanoma myown single-cell topic_lifescience transcriptomics yaff] URL
Single-cell transcriptomics and epigenomics point to CD58-CD2 interaction in controlling primary melanoma growth and immunity. Cancer Communications, (n/a)n/aJohn Wiley & Sons, Ltd, January 2025. [PUMA: melanoma myown single-cell topic_lifescience transcriptomics] URL
Prediction of tissue and clinical thrombectomy outcome in acute ischaemic stroke using deep learning. In Masud Husain (Eds.), Brain, awaf013, January 2025. [PUMA: biomarker cdss cnn computer_vision deep_learning myown neuroimaging neurology topic_lifescience] URL
Efficient Associative Processing with RTM-TCAMs. In none (Eds.), 1st in-Memory Architectures and Computing Applications Workshop (iMACAW), co-located with the 60th Design Automation Conference (DAC'23), 2pp, July 2023. [PUMA: accelerator computing-in-memory myown] URL
The Landscape of Compute-near-memory and Compute-in-memory: A Research and Commercial Overview. In arxiv (Eds.), January 2024. [PUMA: accelerators compiler computing-in-memory energy-efficiency myown] URL
Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, and Compilers. In IEEE (Eds.), Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1--10, IEEE, March 2024. [PUMA: accelerator compiler computing-in-memory myown nn] URL
Count2Multiply: Reliable In-memory High-Radix Counting. In arxiv (Eds.), 1-14, Arxiv, September 2024. [PUMA: LLM accelerator computing-in-memory myown] URL
SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs. In IEEE (Eds.), Proceedings of the 61th ACM/IEEE Design Automation Conference (DAC'24), Association for Computing Machinery, New York, NY, USA, June 2024. [PUMA: compiler computing-in-memory myown] URL
Full-Stack Optimization for CAM-Only DNN Inference. In IEEE (Eds.), Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1-6, IEEE, March 2024. [PUMA: NN accelerator computing-in-memory myown] URL
C4CAM: A Compiler for CAM-based In-memory Accelerators. In Association for Computing Machinery (Eds.), Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24), Volume 3, 164--177, Association for Computing Machinery, New York, NY, USA, May 2024. [PUMA: accelerator compiler computing-in-memory myown] URL
Innovative Urban Design Simulation: Utilizing Agent-Based Modelling through Reinforcement Learning. Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 20–25, Association for Computing Machinery, New York, NY, USA, Feb 28, 2024. [PUMA: myown] URL
Anomaly Detection in High Performance Computers: A Vicinity Perspective. 2019 18th International Symposium on Parallel and Distributed Computing (ISPDC), 112--120, Amsterdam, Netherlands, June 2019. [PUMA: Anomaly Bridges, Computer Correlation, Graphics HPC Hardware, Resource analysis, anomaly anonymized approach approach, architecture, components, computerised computers, computing computing, detection detection, exascale failure hardware, high hpc, instrumentation, management, mechanism, myOwn node performance prediction, privacy, processing sensors, statistical system system, units, vicinity, vicinity-based,]
Turning Privacy Constraints into Syslog Analysis Advantage. International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Salt Lake City, Utah, USA, November 2016. [PUMA: myOwn] URL
Lessons Learned from Spatial and Temporal Correlation of Node Failures in High Performance Computers. Proceedings of the 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), 377--381, IEEE, Heraklion, Crete, Greece, February 2016. [PUMA: myOwn] URL
Event Pattern Identification in Anonymized System Logs. International Supercomputing Conference (ISC), Frankfurt, Germany, June 2017. [PUMA: myOwn]
Anonymization of System Logs for Preserving Privacy and Reducing Storage. Proceedings of the 2018 Future of Information and Communications Conference (FICC), (1):440--447, Springer, Singapore, April 2018. [PUMA: myOwn]
Towards Adaptive Resilience in High Performance Computing. In E. Grosspietsch, and K. Kloeckner (Eds.), Proceedings of WiP in 25th EUROMICRO International Conference on Parallel, Distributed and Network-based Processing, (1):5--6, SEA-Publications-Austria, St. Petersburg, Russia, March 2017. [PUMA: myOwn]
Reducing Load Imbalance of Virtual Clusters via Reconfiguration and Adaptive Job Scheduling. Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 992--999, IEEE, Madrid, Spain, May 2017. [PUMA: myOwn] URL
Analysis of Node Failures in High Performance Computers Based on System Logs. International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Austin, Texas, USA, November 2015. [PUMA: myOwn] URL
uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing Systems:. Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 852--859, SCITEPRESS - Science and Technology Publications, Prague, Czech Republic, 2019. [PUMA: myOwn] URL
Automatic Classification of System Logs. International Supercomputing Conference, Frankfurt, Germany, June 2018. [PUMA: myOwn]
Assessing Data Usefulness for Failure Analysis in Anonymized System Logs. Proceedings of the 17th International Symposium on Parallel and Distributed Computing (ISPDC), 164--171, Geneva, Switzerland, June 2018. [PUMA: Data Distributed Encoding, Encryption, High Measurement, Privacy, analysis, anonymization, behavior computing, databases, detection, dissertation encoding, failure high myOwn performance privacy, usefulness,]
Toward Resilience in HPC: A Prototype to Analyze and Predict System Behavior. International Supercomputing Conference (ISC), Frankfurt, Germany, June 2016. [PUMA: myOwn]
A Light-weight and Unsupervised Method for Near Real-time Behavioral Analysis using Operational Data Measurement. The International Conference for High Performance Computing, Networking, Storage, and Analysis, Dallas, Texas, USA, January 2022. [PUMA: Cluster Computer Computing, Distributed, Learning Machine Parallel, Science and myOwn] URL
Content-Aware Depth-Adaptive Image Restoration. Proceedings of the 29th International Conference on Automation and Computing, Sunderland, UK, January 2024. [PUMA: Computer Learning, Machine Pattern Recognition, Science Vision and myOwn] URL
Assessing Anonymized System Logs Usefulness for Behavioral Analysis in RNN Models. Proceedings of the International Workshop on Data-driven Resilience Research, (3376)arXiv, Leipzig, Germany, December 2022. [PUMA: myOwn] URL
KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development. The Fifteenth International Conference on Information, Intelligence, Systems and Applications, Crete, Greece, June 2024. [PUMA: myOwn]
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models. In Yaser Al-Onaizan, Mohit Bansal, and Yun-Nung Chen (Eds.), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 11987--12004, Association for Computational Linguistics, Miami, Florida, USA, November 2024. [PUMA: active_learning llms myown self_training text_classification] URL
BitSys: Bitwise Systolic Array Architecture for Multi-precision Quantized Hardware Accelerators. 2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 220-220, 2024. [PUMA: hardware multiplier myown quantization systolic]
High-Flexibility Designs of Quantized Runtime Reconfigurable Multi-Precision Multipliers. IEEE Embedded Systems Letters, (15)4:194-197, 2023. [PUMA: FPGA Hardware Multi-precision Multiplier Quantization myown]
NetPU-M: a Generic Reconfigurable Neural Network Accelerator Architecture for MLPs. 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 85-92, 2023. [PUMA: Accelerator FPGA Quantization Reconfiguration myown]