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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：2/0  |  提交时间：2024/05/20
robustness  adversarial example  prompt learning  pre-trained language model  
Graph Adversarial Immunization for Certifiable Robustness 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 4, 页码: 1597-1610
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Hou, Liang;  Cheng, Xueqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Adversarial attack  adversarial immunization  certifiable robustness  graph neural networks  node classification  
Single-sequence protein structure prediction by integrating protein language models 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2024, 卷号: 121, 期号: 13, 页码: 7
作者:  Jing, Xiaoyang;  Wu, Fandi;  Luo, Xiao;  Xu, Jinbo
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
protein structure prediction  protein language model  single-sequence protein structure rediction  antibody structure prediction  single mutation effect  
Frequency-importance gaussian splatting for real-time lightweight radiance field rendering 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 页码: 25
作者:  Chen, Lizhe;  Hu, Yan;  Zhang, Yu;  Ge, Yuyao;  Zhang, Haoyu;  Cai, Xingquan
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Real-time rendering  Radiance field  Novel view synthesis  Lightweight  
RTIFed: A Reputation based Triple-step Incentive mechanism for energy-aware Federated learning over battery-constricted devices 期刊论文
COMPUTER NETWORKS, 2024, 卷号: 241, 页码: 14
作者:  Wen, Tian;  Zhang, Hanqing;  Zhang, Han;  Wu, Huixin;  Wang, Danxin;  Liu, Xiuwen;  Zhang, Weishan;  Wang, Yuwei;  Cao, Shaohua
收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20
Federated learning  Incentive mechanism  Energy efficiency  Client activation  Stackelberg game  
Mortar-FP8: Morphing the Existing FP32 Infrastructure for High-Performance Deep Learning Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 878-891
作者:  Li, Hongyan;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Deep learning accelerator  deep neural network (DNN)  fp8 format  
Data-efficient 3D instance segmentation by transferring knowledge from synthetic scans 期刊论文
PATTERN RECOGNITION LETTERS, 2024, 卷号: 179, 页码: 151-157
作者:  Wu, Xiaodong;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Point cloud segmentation  Synthetic data  Domain adaptation  
Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10
作者:  Dai, Lingfei;  Gong, Luqi;  An, Zhulin;  Xu, Yongjun;  Diao, Boyu
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Gradient compression  Multi-layer fusion  Distributed stochastic gradient descent  Deep learning training  
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 2, 页码: 32
作者:  Xu, Shicheng;  Pang, Liang;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Neural information retrieval  dense retrieval  reranking  prompt learning  
Curricular-balanced long-tailed learning 期刊论文
NEUROCOMPUTING, 2024, 卷号: 571, 页码: 13
作者:  Xiang, Xiang;  Zhang, Zihan;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Long-tailed learning  Re-weighting loss  Curriculum learning