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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：8/0  |  提交时间：2025/06/25
Structure-based bioactivity optimization  Deep-learning model  SARS-CoV-2 main protease  Molecular scaffold  Pocket-StrMod  
Retriever-generator-verification: A novel approach to enhancing factual coherence in open-domain question answering 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2025, 卷号: 62, 期号: 4, 页码: 16
作者:  Sun, Shiqi;  Zhang, Kun;  Li, Jingyuan;  Yu, Min;  Hou, Kun;  Wang, Yuanzhuo;  Cheng, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2025/06/25
Question answering  Large language model  Information retrieval  In-context learning  
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2025, 页码: 25
作者:  Duan, Dongsheng;  Lv, Cunchi;  Zhang, Cheng;  Hou, Wei;  Shi, Lei;  Li, Yangxi;  Zhao, Xiaofang
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Zero-shot text classification  Semi-supervised learning  Pretrained language model  Prompt learning  Class discovery  Class labeling  
Staleness-Controlled Asynchronous Federated Learning: Accuracy and Efficiency Tradeoff 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 12621-12634
作者:  Sun, Sheng;  Zhang, Zengqi;  Pan, Quyang;  Liu, Min;  Wang, Yuwei;  He, Tianliu;  Chen, Yali;  Wu, Zhiyuan
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Asynchronous learning  convergence efficiency  federated learning  lyapunov optimization  model accuracy  Asynchronous learning  convergence efficiency  federated learning  lyapunov optimization  model accuracy  
A machine learning prediction model for Cardiac Amyloidosis using routine blood tests in patients with left ventricular hypertrophy 期刊论文
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:  Pan, Yuling;  Fan, Qingkun;  Liang, Yu;  Liu, Yunfan;  You, Haihang;  Liang, Chunzi
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Cardiac amyloidosis  Machine learning  Routine blood tests  Multi-system dysfunction profile  Prediction model  
A prompt-based approach to adversarial example generation and robustness enhancement 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2024, 卷号: 18, 期号: 4, 页码: 12
作者:  Yang, Yuting;  Huang, Pei;  Cao, Juan;  Li, Jintao;  Lin, Yun;  Ma, Feifei
收藏  |  浏览/下载：33/0  |  提交时间：2024/05/20
robustness  adversarial example  prompt learning  pre-trained language model  
An adaptive joint optimization framework for pruning and quantization 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 17
作者:  Li, Xiaohai;  Yang, Xiaodong;  Zhang, Yingwei;  Yang, Jianrong;  Chen, Yiqiang
收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06
Model compression  Network pruning  Quantization  Mutual learning  Multi-teacher knowledge distillation  
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：17/0  |  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  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载：21/0  |  提交时间：2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity  
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：31/0  |  提交时间：2023/12/04
On-device deep learning  Efficient neural networks  Model approximation and optimization