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Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文
NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12
作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
A Resource-Virtualized and Hardware-Aware Quantum Compilation Framework for Real Quantum Computing Processors 期刊论文
RESEARCH, 2025, 卷号: 8, 页码: 13
作者:  Xu, Hong-Ze;  Chai, Xu-Dan;  Hu, Meng-Jun;  Wang, Zheng-An;  Feng, Yu-Long;  Chen, Yu;  Zhang, Xinpeng;  Wang, Jingbo;  Zhuang, Wei-Feng;  Jin, Yu-Xin;  Jin, Yirong;  Yu, Haifeng;  Fan, Heng;  Liu, Dong E.
收藏  |  浏览/下载：7/0  |  提交时间：2025/12/03
SaaP: Rearchitect SoC-as-a-Processor to Orchestrate Hardware Heterogeneity 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3962-3975
作者:  Jin, Pengwei;  Fan, Zhe;  Zhao, Yongwei;  Du, Zidong;  Guo, Hongrui;  Nan, Ziyuan;  Hao, Yifan;  Li, Chongxiao;  Ma, Tianyun;  Zhang, Zhenxing;  Li, Xiaqing;  Li, Wei;  Hu, Xing;  Guo, Qi;  Xu, Zhiwei;  Chen, Tianshi
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
IP networks  Hardware  Graphics processing units  Central Processing Unit  Programming  Software  Pipelines  System-on-chip  Process control  Neural networks  Hardware heterogeneity  system architectures  System-on-Chip (SoC)  
Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740
作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning  
OptiFX: Automatic Optimization for Convolutional Neural Networks with Aggressive Operator Fusion on GPUs 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Wang, Xueying;  Li, Shigang;  Qian, Hao;  Luo, Fan;  Hao, Zhaoyang;  Wu, Tong;  Xu, Ruiyuan;  Cui, Huimin;  Feng, Xiaobing;  Li, Guangli
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Deep learning systems  convolutional neural networks  operator fusion  
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 卷号: 256, 页码: 13
作者:  Huang, Jingqi;  Zhang, Xiaoqing;  Jin, Richu;  Xu, Tao;  Jin, Zi;  Shen, Meixiao;  Lv, Fan;  Chen, Jiangfan;  Liu, Jiang
收藏  |  浏览/下载：64/0  |  提交时间：2024/12/06
Deep learning  Parkinson's disease screening  Discrete wavelet transform  
UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 5, 页码: 6993-7006
作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Sun, Sheng;  Liu, Zhuotao;  Xu, Ke;  Li, Zhongcheng
收藏  |  浏览/下载：31/0  |  提交时间：2024/12/06
Training  Security  Autonomous aerial vehicles  Energy consumption  Resource management  Data models  Computational modeling  Deep reinforcement learning  federated learning (FL)  physical layer security  resource allocation  unmanned aerial vehicle (UAV)  
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Huang, Nisha;  Zhang, Yuxin;  Tang, Fan;  Ma, Chongyang;  Huang, Haibin;  Dong, Weiming;  Xu, Changsheng
收藏  |  浏览/下载：49/0  |  提交时间：2024/05/20
Arbitrary image stylization  diffusion  textual guidance  neural network applications  
MPS-VQE: A variational quantum computational chemistry simulator with matrix product states 期刊论文
COMPUTER PHYSICS COMMUNICATIONS, 2024, 卷号: 294, 页码: 9
作者:  Xu, Zhiqian;  Fan, Yi;  Guo, Chu;  Shang, Honghui
收藏  |  浏览/下载：49/0  |  提交时间：2023/12/04
Quantum computing  Variational quantum eigensolver  Matrix product state  Quantum chemistry  Parallel scalability