中国科学院计算技术研究所机构知识库

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	Accurate multi-step wind and solar power forecasting based on multi-scale convolutional Kolmogorov-Arnold network and improved Lemming-optimized attention fusion 期刊论文 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2026, 卷号: 163, 页码: 21 作者:  Chen, Siyuan;  Wan, Hang;  Peng, Botao;  Quan, Rui;  Chang, Yufang;  Derigent, William 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Renewable energy management  Multi-step power forecasting  Multi-scale convolutional Kolmogorov-Arnold network  Artificial Lemming Algorithm  Efficient additive attention
	Memory-Efficient and Adaptive Heterogeneous Framework for Gate-Level Fault Simulation 期刊论文 ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2025, 卷号: 30, 期号: 5, 页码: 27 作者:  Chao, Zhiteng;  Gu, Feng;  Huang, Junying;  Li, Wenjie;  Ye, Jing;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Heterogeneous  memory-efficient  adaptive
	A framework for Chinese event semantic constraint predicates and their generation using PEFT LLM and RAG 期刊论文 INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 页码: 26 作者:  Huang, Qiaojuan;  Wang, Shi;  He, Qing;  Cao, Cungen 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Event semantic analysis  Head-tail event semantic constraint predicates  Large language models  Parameter-efficient fine-tuning  Retrieval-augmented generation
	LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847 作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong 收藏  |  浏览/下载：18/0  |  提交时间：2025/06/25 Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient
	FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4580-4590 作者:  Yuan, Zheng;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Training  Computational modeling  Robustness  Adaptation models  Computer vision  Transformers  Visualization  Natural language processing  Image classification  Head  Adversarial training  parameter-efficient  pretrained model
	Reinforcement Learning Based Online Request Scheduling Framework for Workload-Adaptive Edge Deep Learning Inference 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 13222-13239 作者:  Tan, Xinrui;  Li, Hongjia;  Xie, Xiaofei;  Guo, Lu;  Ansari, Nirwan;  Huang, Xueqing;  Wang, Liming;  Xu, Zhen;  Liu, Yang 收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25 Deep learning  Computational modeling  Adaptation models  Task analysis  Processor scheduling  Schedules  Reinforcement learning  Deep learning inference serving systems  edge computing  efficient deep learning inference  reinforcement learning
	Efficient pyramid channel attention network for pathological myopia recognition with pretraining-and-finetuning 期刊论文 ARTIFICIAL INTELLIGENCE IN MEDICINE, 2024, 卷号: 154, 页码: 12 作者:  Zhang, Xiaoqing;  Zhao, Jilu;  Li, Yan;  Wu, Hao;  Zhou, Xiangtian;  Liu, Jiang 收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06 Pathological myopia recognition  Efficient pyramid channel attention  Adapter  Pretraining-and-finetuning
	An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510 作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe 收藏  |  浏览/下载：67/0  |  提交时间：2024/12/06 Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)
	CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks 期刊论文 JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 卷号: 143, 页码: 14 作者:  Li, Guangli;  Ma, Xiu;  Yu, Qiuchu;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying 收藏  |  浏览/下载：45/0  |  提交时间：2023/12/04 On-device deep learning  Efficient neural networks  Model approximation and optimization
	DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning 期刊论文 JOURNAL OF SUPERCOMPUTING, 2022, 页码: 31 作者:  Liu, Zizhen;  Chen, Si;  Ye, Jing;  Fan, Junfeng;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：83/0  |  提交时间：2022/12/07 Federated learning  Security  Efficient  Homomorphic