中国科学院计算技术研究所机构知识库

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	OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine-Learning Tasks in Logic Synthesis 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3830-3843 作者:  Ni, Liwei;  Wang, Rui;  Liu, Miao;  Meng, Xingyu;  Lin, Xiaoze;  Liu, Junfeng;  Luo, Guojie;  Chu, Zhufei;  Qian, Weikang;  Yang, Xiaoyan;  Xie, Biwei;  Li, Xingquan;  Li, Huawei 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Logic  Logic gates  Delays  Optimization  Machine learning  Hardware design languages  Boolean functions  Computer science  Benchmark testing  Wire  Adaptive  application  dataset  logic synthesis  machine learning (ML)
	PHD-NAS: Preserving helpful data to promote Neural Architecture Search 期刊论文 NEUROCOMPUTING, 2024, 卷号: 587, 页码: 14 作者:  Lu, Shun;  Hu, Yu;  Yang, Longxing;  Mei, Jilin;  Sun, Zihao;  Tan, Jianchao;  Song, Chengru 收藏  |  浏览/下载：93/0  |  提交时间：2024/12/06 Neural architecture search  Dataset optimization  Forgetting events and remembering events
	Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712 作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan 收藏  |  浏览/下载：79/0  |  提交时间：2021/12/01 Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods