中国科学院计算技术研究所机构知识库

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	Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 2, 页码: 737-750 作者:  Ma, Tianyun;  Wen, Yuanbo;  Song, Xinkai;  Jin, Pengwei;  Huang, Di;  Han, Husheng;  Nan, Ziyuan;  Yu, Zhongkai;  Peng, Shaohui;  Zhao, Yongwei;  Chen, Huaping;  Du, Zidong;  Hu, Xing;  Guo, Qi 收藏  |  浏览/下载：0/0  |  提交时间：2025/06/25 Skeleton  Optimization  Graphics processing units  Vectors  Hardware  Artificial neural networks  Accuracy  Deep symbolic regression (DSR)  radial basis function network (RBFN)  transcendental functions  unified array
	AI Computing Systems for Large Language Models Training 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 1, 页码: 6-41 作者:  Zhang, Zhen-Xing;  Wen, Yuan-Bo;  Lyu, Han-Qi;  Liu, Chang;  Zhang, Rui;  Li, Xia-Qing;  Wang, Chao;  Du, Zi-Dong;  Guo, Qi;  Li, Ling;  Zhou, Xue-Hai;  Chen, Yun-Ji 收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25 artificial intelligence (AI) chip  large language model (LLM)  AI computing system  accelerator
	Chip design with machine learning: a survey from algorithm perspective 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 11, 页码: 31 作者:  He, Wenkai;  Li, Xiaqing;  Song, Xinkai;  Hao, Yifan;  Zhang, Rui;  Du, Zidong;  Chen, Yunji 收藏  |  浏览/下载：29/0  |  提交时间：2023/12/04 chip design  machine learning  chip design automation  design result estimation  design optimization and correction  design construction
	Learning controllable elements oriented representations for reinforcement learning 期刊论文 NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13 作者:  Yi, Qi;  Zhang, Rui;  Peng, Shaohui;  Guo, Jiaming;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Ruizhi;  Li, Ling;  Chen, Yunji 收藏  |  浏览/下载：28/0  |  提交时间：2023/12/04 Reinforcement learning  Representation learning
	Rescue to the Curse of universality 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 9, 页码: 17 作者:  Zhao, Yongwei;  Du, Zidong;  Guo, Qi;  Xu, Zhiwei;  Chen, Yunji 收藏  |  浏览/下载：24/0  |  提交时间：2023/12/04 universality  general-purpose architecture  specialized architecture  deep learning processor  universal circuit
	Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 4, 页码: 936-949 作者:  Chen, Xiaobing;  Wang, Yuke;  Xie, Xinfeng;  Hu, Xing;  Basak, Abanti;  Liang, Ling;  Yan, Mingyu;  Deng, Lei;  Ding, Yufei;  Du, Zidong;  Xie, Yuan 收藏  |  浏览/下载：46/0  |  提交时间：2022/12/07 Deep learning accelerator  graph neural network (GNN)
	Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 1, 页码: 116-128 作者:  Song, Xinkai;  Zhi, Tian;  Fan, Zhe;  Zhang, Zhenxing;  Zeng, Xi;  Li, Wei;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Yunji 收藏  |  浏览/下载：61/0  |  提交时间：2022/06/21 Accelerator  architecture  graph neural networks (GNNs)