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A 36 mJ/Inf Convolution Accelerator With Reduced Memory Access and Regrouped Sparse Kernels for Environment Sound Classification on Edge Devices 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 9, 页码: 1258-1262
作者:  Feng, Lichen;  Wang, Tao;  Cai, Rundong;  Min, Feng;  Zhu, Zhangming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Accuracy  Convolution  Kernel  Computational modeling  Shape  Feature extraction  Timing  Frequency modulation  Power demand  Pipelines  Convolution accelerator  depthwise separable pipeline  environment sound classification  sparse kernel  
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: 11, 期号: 4, 页码: 2123-2134
作者:  Lu, Yao;  Zhu, Yutao;  Li, Yuqi;  Xu, Dongwei;  Lin, Yun;  Xuan, Qi;  Yang, Xiaoniu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Computational modeling  Deep learning  Modulation  Training  Pattern classification  Computational complexity  Vectors  Semantics  Perturbation methods  Indexes  Automatic modulation recognition  layer pruning  deep learning  edge devices  
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  
A High-Output-Swing 64-Gb/s PAM-4 Transmitter with a 4-Tap Hybrid FFE in 28-nm CMOS 期刊论文
IEICE ELECTRONICS EXPRESS, 2024, 页码: 6
作者:  Xu, Hua;  Zheng, Xuqiang;  Wang, Zedong;  Cai, Chen;  Zhen, Wenxiang;  Yuan, Guojun;  Hao, Qinfen;  Guo, Xuan;  Jin, Zhi
收藏  |  浏览/下载：51/0  |  提交时间：2024/05/20
Baud-spaced de-emphasis BS-DE  feed-forward equalizer FFe  four level pulse amplitude modulation PAM-4  fractionally spaced pre emphassi FS-Pe  high speed transmitter  high swing  
High Order QAM Modulation in Massive MIMO Systems With Asymmetrically Quantized 1-Bit ADCs 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 9, 页码: 6369-6382
作者:  Sun, Bule;  Tang, Xiaogang;  Zhou, Yiqing;  Pan, Zhengang;  Lin, Hai
收藏  |  浏览/下载：44/0  |  提交时间：2024/05/20
1-bit ADC  high order QAM modulation  massive MIMO  
Semantic and Relation Modulation for Audio-Visual Event Localization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 7711-7725
作者:  Wang, Hao;  Zha, Zheng-Jun;  Li, Liang;  Chen, Xuejin;  Luo, Jiebo
收藏  |  浏览/下载：50/0  |  提交时间：2023/12/04
Visualization  Location awareness  Correlation  Proposals  Semantics  Task analysis  Modulation  Audio-visual learning  event localization  normalization  
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 8449-8464
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Huang, Qingming
收藏  |  浏览/下载：57/0  |  提交时间：2023/07/12
Feature extraction  Predictive models  Wrapping  Frequency modulation  Computational modeling  Training  Recommender systems  Click-through rate prediction  recommender system  bilevel optimization  meta-learning  
High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 卷号: 20, 期号: 4, 页码: 2652-2669
作者:  Sun, Bule;  Zhou, Yiqing;  Yuan, Jinhong;  Liu, Ya-Feng;  Wang, Lu;  Liu, Ling
收藏  |  浏览/下载：76/0  |  提交时间：2021/12/01
1-bit ADC  high order PSK modulation  massive MIMO  pilot sequence design  
A Novel Automatic Modulation Classification Method Based on Dictionary Learning 期刊论文
CHINA COMMUNICATIONS, 2019, 卷号: 16, 期号: 1, 页码: 176-192
作者:  Zhang, Kezhong;  Xu, Li;  Feng, Zhiyong;  Zhang, Ping
收藏  |  浏览/下载：114/0  |  提交时间：2019/04/03
modulation classification  non-cooperative scenarios  dictionary learning  sparse coefficient  
Activatable albumin-photosensitizer nanoassemblies for triple-modal imaging and thermal-modulated photodynamic therapy of cancer 期刊论文
BIOMATERIALS, 2016, 卷号: 93, 页码: 10-19
作者:  Hu, Dehong;  Sheng, Zonghai;  Gao, Guanhui;  Siu, Fungming;  Liu, Chengbo;  Wan, Qian;  Gong, Ping;  Zheng, Hairong;  Ma, Yifan;  Cai, Lintao
收藏  |  浏览/下载：91/0  |  提交时间：2019/12/13
Photodynamic therapy  Thermal modulation  Theranostics  Multi-modal imaging  Activatable nanophotosensitizer