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Publication search results
found 216 matches
- 2024
- Deokyeon Jang, Hyunsik Yoon, Kijung Jung, Yon Dohn Chung:
QHB+: Accelerated Configuration Optimization for Automated Performance Tuning of Spark SQL Applications. IEEE Access 12: 60138-60148 (2024) - Rong Cao, Liang Bao, Panpan Zhangsun, Chase Q. Wu, Shouxin Wei, Ren Sun, Ran Li, Zhe Zhang:
PTSSBench: a performance evaluation platform in support of automated parameter tuning of software systems. Autom. Softw. Eng. 31(1): 4 (2024) - Yuchen Zhang, Xiao Zhang, Yulong Shi, Zhijie Huang:
Sg: Automated tuning algorithm for storage systems based on simulated environments and group climbing. Clust. Comput. 27(4): 4841-4853 (2024) - Erik Hide Sæternes, Andreas Thune, Alf Birger Rustad, Tor Skeie, Xing Cai:
Automated parameter tuning with accuracy control for efficient reservoir simulations. J. Comput. Sci. 75: 102205 (2024) - Ines Miloud, Sebastien Cauet, Erik Etien, Jack P. Salameh, Alexandre Ungerer:
Real-Time Speed Estimation for an Induction Motor: An Automated Tuning of an Extended Kalman Filter Using Voltage-Current Sensors. Sensors 24(6): 1744 (2024) - Lichao Wu, Guilherme Perin, Stjepan Picek:
I Choose You: Automated Hyperparameter Tuning for Deep Learning-Based Side-Channel Analysis. IEEE Trans. Emerg. Top. Comput. 12(2): 546-557 (2024) - Mona Nashaat, James Miller:
Towards Efficient Fine-Tuning of Language Models With Organizational Data for Automated Software Review. IEEE Trans. Software Eng. 50(9): 2240-2253 (2024) - Quanjun Zhang, Chunrong Fang, Weisong Sun, Yan Liu, Tieke He, Xiaodong Hao, Zhenyu Chen:
APPT: Boosting Automated Patch Correctness Prediction via Fine-Tuning Pre-Trained Models. IEEE Trans. Software Eng. 50(3): 474-494 (2024) - Liwei Chen, Xiu Sun, Yuchan Li, Muhammad Jaseemuddin, Baha Uddin Kazi:
Automated Hyperparameter Tuning and Ensemble Machine Learning Approach for Network Traffic Classification. BMSB 2024: 1-6 - Gabriele Magnani, Daniele Cattaneo, Lev Denisov, Giuseppe Tagliavini, Giovanni Agosta, Stefano Cherubin:
SeTHet - Sending Tuned numbers over DMA onto Heterogeneous clusters: an automated precision tuning story. CF 2024 - Eujene Nikka V. Boquio, Prospero C. Naval Jr.:
Beyond Canonical Fine-tuning: Leveraging Hybrid Multi-Layer Pooled Representations of BERT for Automated Essay Scoring. LREC/COLING 2024: 2285-2295 - Guitao Yang, Matteo Scandella, Simone Formentin, Thomas Parisini:
Automated Data-Driven Tuning of Learning-Based Model Predictive Control (SelfMPC): A Maximum-Likelihood Approach. ECC 2024: 104-109 - Ahmad Faraz Khan, Azal Ahmad Khan, Ahmed M. Abdelmoniem, Samuel Fountain, Ali Raza Butt, Ali Anwar:
FLOAT: Federated Learning Optimizations with Automated Tuning. EuroSys 2024: 200-218 - Masahiko Sugimura, Matthieu Parizy:
A3TUM: Automated Tabu Tenure Tuning by Unique Move for Quadratic Unconstrained Binary Optimization. GECCO Companion 2024: 1963-1971 - Tiannuo Yang, Wen Hu, Wangqi Peng, Yusen Li, Jianguo Li, Gang Wang, Xiaoguang Liu:
VDTuner: Automated Performance Tuning for Vector Data Management Systems. ICDE 2024: 4357-4369 - Xilie Xu, Jingfeng Zhang, Mohan S. Kankanhalli:
AutoLoRa: An Automated Robust Fine-Tuning Framework. ICLR 2024 - Hai Li, Chenglu Li, Wanli Xing, Sami Baral, Neil T. Heffernan:
Automated Feedback for Student Math Responses Based on Multi-Modality and Fine-Tuning. LAK 2024: 763-770 - Songli Wang, Yuyang Wang, Xiang Meng, Kaveh Hosseini, Tim Tri Hoang, Keren Bergman:
Automated Tuning of Ring-Assisted MZI-Based Interleaver for DWDM Systems. OFC 2024: 1-3 - Jiuhai Chen, Jonas Mueller:
Automated Data Curation for Robust Language Model Fine-Tuning. CoRR abs/2403.12776 (2024) - Manjeet Yadav, Nilesh Kumar Sahu, Mudita Chaturvedi, Snehil Gupta, Haroon R. Lone:
Fine-tuning Large Language Models for Automated Diagnostic Screening Summaries. CoRR abs/2403.20145 (2024) - Zihan Fang, Zheng Lin, Zhe Chen, Xianhao Chen, Yue Gao, Yuguang Fang:
Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models. CoRR abs/2404.06448 (2024) - Tiannuo Yang, Wen Hu, Wangqi Peng, Yusen Li, Jianguo Li, Gang Wang, Xiaoguang Liu:
VDTuner: Automated Performance Tuning for Vector Data Management Systems. CoRR abs/2404.10413 (2024) - Yexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang, Ang Li:
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. CoRR abs/2405.00705 (2024) - Guochang Li, Chen Zhi, Jialiang Chen, Junxiao Han, Shuiguang Deng:
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Automated Program Repair. CoRR abs/2406.05639 (2024) - Praneeth Vadlapati:
AutoPureData: Automated Filtering of Web Data for LLM Fine-tuning. CoRR abs/2406.19271 (2024) - Yabin Zhang, Wenjie Zhu, Chenhang He, Lei Zhang:
LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models. CoRR abs/2407.08966 (2024) - Yihao Hou, Christoph Bert, Ahmed Gomaa, Godehard Lahmer, Daniel Hoefler, Thomas Weissmann, Raphaela Voigt, Philipp Schubert, Charlotte Schmitter, Alina Depardon, Sabine Semrau, Andreas Maier, Rainer Fietkau, Yixing Huang, Florian Putz:
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology. CoRR abs/2408.10715 (2024) - 2023
- J. Jasmine Gabriel, L. Jani Anbarasi:
Optimizing Coronary Artery Disease Diagnosis: A Heuristic Approach Using Robust Data Preprocessing and Automated Hyperparameter Tuning of eXtreme Gradient Boosting. IEEE Access 11: 112988-113007 (2023) - Hosam Alrahhal, Razan Jamous:
RNN-AFOX: adaptive FOX-inspired-based technique for automated tuning of recurrent neural network hyper-parameters. Artif. Intell. Rev. 56(S2): 1981-2011 (2023) - Saleh Ateeq Almutairi:
An Optimized Feature Selection and Hyperparameter Tuning Framework for Automated Heart Disease Diagnosis. Comput. Syst. Sci. Eng. 47(2): 2599-2624 (2023)
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