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KnowFlow: Empowering decision-making on networks with knowledge-streamlined agent 期刊论文
NEURAL NETWORKS, 2026, 卷号: 196, 页码: 11
作者:  Zheng, Xiaohan;  Wei, Lanning;  Zhao, Huan;  Yao, Quanming
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Neural architecture search  Knowledge base  LLM-based agents  Automated machine learning  
CGA: Accelerating BFS Through an Sparsity-Aware Adaptive Framework on Heterogeneous Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2026, 卷号: 37, 期号: 1, 页码: 45-59
作者:  Xu, Lei;  Jia, Haipeng;  Zhang, Yunquan
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Graphics processing units  Kernel  Vectors  Sparse matrices  Optimization  Machine learning algorithms  Throughput  Adaptation models  Multicore processing  Data transfer  Sparse matrix-sparse vector multiplication (SpMSpV)  sparse matrix-dense vector multiplication (SpMV)  multi-core CPU  GPU  adaptive performance optimization  machine learning  
Identifying patterns of high intraoperative blood pressure variability in noncardiac surgery using explainable machine learning: a retrospective cohort study 期刊论文
ANNALS OF MEDICINE, 2025, 卷号: 57, 期号: 1, 页码: 12
作者:  Zhang, Zheng;  Wu, Jian;  Duan, Yi;  Liu, Linwei;  Liu, Yaru;  Wang, Jinghan;  Xiao, Li;  Gao, Zhifeng
收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03
Machine learning  blood pressure variability  Anesthesia management  
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：29/0  |  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)  
Shallow Quantum Circuit Implementation of Symmetric Functions With Limited Ancillary Qubits 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 8, 页码: 3060-3072
作者:  Zi, Wei;  Nie, Junhong;  Sun, Xiaoming
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Qubit  Quantum circuit  Logic gates  Hamming weight  Quantum state  Boolean functions  Machine learning  Sun  Optimization  Hamming distances  quantum circuit optimization  quantum circuit synthesis  quantum computing  symmetric function  upper bound  
Early detection of Parkinson's disease: Machine learning-based prediction of UPDRS Part III scores in de novo patients using smartphone assessments 期刊论文
JOURNAL OF PARKINSONS DISEASE, 2025, 页码: 12
作者:  Guo, Wei-Hang;  Yang, Xiao-Dong;  Ruan, Zheng;  Wang, Xu;  Zhang, Dan-Zuo;  Song, Shu-Chao;  Chen, Yi-Qiang;  Chan, Piu
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
Parkinson's disease  UPDRS part III  machine learning  smartphone assessment  untreated de novo patients  motor symptoms  
Shadow tomography of quantum states with prediction 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2025, 卷号: 19, 期号: 7, 页码: 12
作者:  Jiang, Jiyu;  Wan, Zongqi;  Li, Tongyang;  Shao, Meiyue;  Zhang, Jialin
收藏  |  浏览/下载：36/0  |  提交时间：2025/06/25
shadow tomography  online learning  quantum state learning  FTRL  quantum machine learning  
Safety in DRL-Based Congestion Control: A Framework Empowered by Expert Refinement 期刊论文
IEEE TRANSACTIONS ON NETWORKING, 2025, 页码: 16
作者:  Zhou, Jianer;  Pan, Zhiyuan;  Li, Zhenyu;  Tyson, Gareth;  Li, Weichao;  Qiu, Xinyi;  Pan, Heng;  Zhang, Xinyi;  Xie, Gaogang
收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03
Convergence  Space exploration  Safety  Training  Prediction algorithms  Magnetosphere  Ion radiation effects  Adaptation models  Throughput  Technological innovation  Congestion control  machine learning  deep reinforcement learning  QUIC  
Agent-in-the-loop to distill expert knowledge into artificial intelligence models: a survey 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2025, 卷号: 58, 期号: 9, 页码: 55
作者:  Gao, Jiayuan;  Zhang, Yingwei;  Chen, Yiqiang;  Dong, Yihan;  Chen, Yuanzhe;  Song, Shuchao;  Tang, Boshi;  Gu, Yang
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Human-in-the-Loop  Machine learning  Deep learning  Large language models  
AUCPro: AUC-Oriented Provable Robustness Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 4579-4596
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03
Robustness  Training  Perturbation methods  Machine learning  Heavily-tailed distribution  Smoothing methods  Gaussian noise  Data mining  Standards  Protocols  AUC-oriented learning  adversarial robustness  machine learning