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In-Situ NAS: A Plug-and-Search Neural Architecture Search Framework Across Hardware Platforms 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 9, 页码: 2856-2869
作者:  Lv, Hao;  Zhang, Lei;  Wang, Ying
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Neural architecture search  deep learning  optimization  hardware-aware  AutoML  performance evaluation  Neural architecture search  deep learning  optimization  hardware-aware  AutoML  performance evaluation  
Accelerating Parallel Structures in DNNs via Parallel Fusion and Operator Co-Optimization 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 3, 页码: 26
作者:  Di, Zhanyuan;  Wang, Leping;  Ma, Zhaojia;  Shao, En;  Zhao, Jie;  Ren, Ziyi;  Feng, Siyuan;  Tao, Dingwen;  Tan, Guangming;  Sun, Ninghui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Deep learning  tensor compiler  inference optimization  code generation  GPU  
A deep learning model for structure-based bioactivity optimization and its application in the bioactivity optimization of a SARS-CoV-2 main protease inhibitor 期刊论文
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY, 2025, 卷号: 291, 页码: 16
作者:  Yang, Zhenyu;  Wang, Kai;  Zhang, Guo;  Jiang, Yuanyuan;  Zeng, Rui;  Qiao, Jingxin;  Li, Yueyue;  Deng, Xinyue;  Xia, Ziyi;  Yao, Rui;  Zeng, Xiaoxi;  Zhang, Liyun;  Zhao, Yi;  Lei, Jian;  Chen, Runsheng
收藏  |  浏览/下载：43/0  |  提交时间：2025/06/25
Structure-based bioactivity optimization  Deep-learning model  SARS-CoV-2 main protease  Molecular scaffold  Pocket-StrMod  
OFDM-Based NOMA-Enhanced Coexistence of SemCom and BitCom System 期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 卷号: 14, 期号: 7, 页码: 2069-2073
作者:  Yu, Hanxiao;  Shi, Ningzhe;  Shi, Jinglin;  Guo, Jing;  Wang, Siqiang;  Fei, Zesong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Antennas  Semantics  Fluids  Resource management  NOMA  Optimization  Heuristic algorithms  Fading channels  Uplink  Spectral efficiency  Semantic communication  non-orthogonal multiple access (NOMA)  fluid antenna  deep reinforcement learning (DRL)  
Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 1, 页码: 155-169
作者:  Bi, Jun;  Wen, Yuanbo;  Li, Xiaqing;  Zhao, Yongwei;  Guo, Yuxuan;  Zhou, Enshuai;  Hu, Xing;  Du, Zidong;  Li, Ling;  Chen, Huaping;  Chen, Tianshi;  Guo, Qi
收藏  |  浏览/下载：15/0  |  提交时间：2025/06/25
Optimization  Space exploration  Schedules  Libraries  Biological cells  Deep learning  Costs  Computers  Search problems  Tensors  Code generation  compiler optimization  tensor computation  
DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation 期刊论文
BRIEFINGS IN FUNCTIONAL GENOMICS, 2024, 页码: 12
作者:  Gao, Changnan;  Bao, Wenjie;  Wang, Shuang;  Zheng, Jianyang;  Wang, Lulu;  Ren, Yongqi;  Jiao, Linfang;  Wang, Jianmin;  Wang, Xun
收藏  |  浏览/下载：52/0  |  提交时间：2024/05/20
molecule generation  molecule optimization  drug discovery  deep learning  drug design  genetic algorithm  
UAV Trajectory Optimization for Large-Scale and Low-Power Data Collection: An Attention-Reinforced Learning Scheme 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 4, 页码: 3009-3024
作者:  Zhu, Yuchen;  Yang, Bo;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06
Autonomous aerial vehicles  Sensors  Data collection  Energy consumption  Wireless communication  Optimization  Data models  Unmanned aerial vehicle  trajectory optimization  data collection  attention model  deep reinforcement learning  LoRa  
GCSA: A New Adversarial Example-Generating Scheme Toward Black-Box Adversarial Attacks 期刊论文
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 卷号: 70, 期号: 1, 页码: 2038-2048
作者:  Fan, Xinxin;  Li, Mengfan;  Zhou, Jia;  Jing, Quanliang;  Lin, Chi;  Lu, Yunfeng;  Bi, Jingping
收藏  |  浏览/下载：41/0  |  提交时间：2024/12/06
Closed box  Perturbation methods  Predictive models  Indexes  Training  Glass box  Optimization  Deep learning  adversarial examples  black-box adversarial attack  transferability  
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  
Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 6, 页码: 7668-7685
作者:  Xu, Qianqian;  Yang, Zhiyong;  Zhao, Yunrui;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：44/0  |  提交时间：2023/12/04
Data models  Training data  Training  Deep learning  Predictive models  Testing  Optimization  Label flipping attack  machine learning