| Margin-maximization in binarized neural networks for optimizing bit error tolerance S Buschjäger, JJ Chen, KH Chen, M Günzel, C Hakert, K Morik, R Novkin, ... 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 673-678, 2021 | 25 | 2021 |
| Efficient realization of decision trees for real-time inference KH Chen, C Su, C Hakert, S Buschjäger, CL Lee, JK Lee, K Morik, ... ACM Transactions on Embedded Computing Systems 21 (6), 1-26, 2022 | 16 | 2022 |
| Software-based memory analysis environments for in-memory wear-leveling C Hakert, KH Chen, M Yayla, G Von Der Brüggen, S Blömeke, JJ Chen 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 651-658, 2020 | 15 | 2020 |
| Software-managed read and write wear-leveling for non-volatile main memory C Hakert, KH Chen, H Schirmeier, L Bauer, PR Genssler, ... ACM Transactions on Embedded Computing Systems (TECS) 21 (1), 1-24, 2022 | 12 | 2022 |
| Future computing platform design: A cross-layer design approach HY Cheng, C Hakert, KH Chen, YH Chang, JJ Chen, CL Yang, TW Kuo 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 312-317, 2021 | 9 | 2021 |
| Softwear: Software-only in-memory wear-leveling for non-volatile main memory C Hakert, KH Chen, PR Genssler, G von der Brüggen, L Bauer, ... arXiv preprint arXiv:2004.03244, 2020 | 9 | 2020 |
| BLOwing trees to the ground: Layout optimization of decision trees on racetrack memory C Hakert, AA Khan, KH Chen, F Hameed, J Castrillon, JJ Chen 2021 58th ACM/IEEE Design Automation Conference (DAC), 1111-1116, 2021 | 8 | 2021 |
| Towards explainable bit error tolerance of resistive ram-based binarized neural networks S Buschjäger, JJ Chen, KH Chen, M Günzel, C Hakert, K Morik, R Novkin, ... arXiv preprint arXiv:2002.00909, 2020 | 6 | 2020 |
| Flint: Exploiting floating point enabled integer arithmetic for efficient random forest inference C Hakert, KH Chen, JJ Chen 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2024 | 5 | 2024 |
| Octo+: Optimized checkpointing of b+ trees for non-volatile main memory wear-leveling C Hakert, R Kühn, KH Chen, JJ Chen, J Teubner 2021 IEEE 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2021 | 4 | 2021 |
| Split'n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing C Hakert, KH Chen, S Kuenzer, S Santhanam, SH Chen, YH Chang, ... 2020 9th Non-Volatile Memory Systems and Applications Symposium (NVMSA), 1-6, 2020 | 4 | 2020 |
| Stack usage analysis for efficient wear leveling in non-volatile main memory systems C Hakert, M Yayla, KH Chen, G von der Brüggen, JJ Chen, S Buschjäger, ... 2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019 | 4 | 2019 |
| Memory carousel: LLVM-based bitwise wear leveling for nonvolatile main memory N Hölscher, C Hakert, H Nassar, KH Chen, L Bauer, JJ Chen, J Henkel IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 3 | 2022 |
| ROLLED: Racetrack Memory Optimized Linear Layout and Efficient Decomposition of Decision Trees C Hakert, AA Khan, KH Chen, F Hameed, J Castrillon, JJ Chen IEEE Transactions on Computers 72 (5), 1488-1502, 2022 | 3 | 2022 |
| HEART: Hybrid Memory and Energy-Aware Real-Time Scheduling for Multi-Processor Systems M Günzel, C Hakert, KH Chen, JJ Chen ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-23, 2021 | 3 | 2021 |
| Register Your Forests: Decision Tree Ensemble Optimization by Explicit CPU Register Allocation D Biebert, C Hakert, KH Chen, JJ Chen arXiv preprint arXiv:2404.06846, 2024 | 1 | 2024 |
| Swift-CNN: Leveraging PCM Memory’s Fast Write Mode to Accelerate CNNs L Siddhu, H Nassar, L Bauer, C Hakert, N Hölscher, JJ Chen, J Henkel IEEE Embedded Systems Letters, 2023 | 1 | 2023 |
| Special Session-Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications J Henkel, L Siddhu, L Bauer, J Teich, S Wildermann, M Tahoori, ... Proceedings of the International Conference on Compilers, Architecture, and …, 2023 | 1 | 2023 |
| Towards data-based cache optimization of b+-trees R Kühn, D Biebert, C Hakert, JJ Chen, J Teubner Proceedings of the 19th International Workshop on Data Management on New …, 2023 | 1 | 2023 |
| Can wear-aware memory allocation be intelligent? C Hakert, KH Chen, JJ Chen Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 83-88, 2020 | 1 | 2020 |
