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The answer lies within: Detecting Trojans from DNNs' inherent characteristics 期刊论文
NEURAL NETWORKS, 2026, 卷号: 198, 页码: 11
作者:  Liu, Xuchao;  Cao, Qi;  Zhang, Kaike;  Su, Du;  Shen, Huawei
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Trojan detection  Sample-free  DNNs' inherent characteristics  
iSCoder: Mitigating Genomic Sequencing Data Compression Bottlenecks via In-SRAM Computing 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2026, 页码: 18
作者:  Liu, Wan-Qi;  Li, Ye-Wen;  Tan, Guang-Min
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
genomic sequencing data  compression  in-SRAM computing  hardware accelerator  
Chinese Immune Multi-Omics Atlas 期刊论文
SCIENCE, 2026, 卷号: 391, 期号: 6781, 页码: 25
作者:  Yin, Jianhua;  Zheng, Yuhui;  Huang, Zhuoli;  Zhou, Wenwen;  Yuan, Yue;  Cai, Pengfei;  Bai, Yong;  Yang, Shichen;  Gao, Yue;  Duan, Shanshan;  Wang, Yang;  Xu, Zekai;  Zhang, Wenxi;  Zhang, Xinyu;  Wei, Yilin;  Huang, Yaling;  Liu, Ying;  Wang, Weikai;  Yang, Tao;  Zhang, Zhongjin;  Chen, Xiaoya;  Zhang, Xiru;  Lv, Jingzhi;  Li, Fupeng;  Zhang, Yan;  Zeng, Guodan;  Wang, Xue;  Ma, Wen;  Hou, Guixue;  Hao, Shijie;  Liu, Chang;  Lai, Yiwei;  Liu, Panhong;  Wang, Bo;  Li, Yuxiang;  Zhang, Wenwei;  Gao, Peng;  Xie, Jun;  Esteban, Miguel A.;  Gu, Ying;  Liu, Xin;  Ji, Jiansong;  Qi, Ting;  Liu, Boxiang;  Wang, Hua;  Zhao, Yi;  Yang, Xiao;  Wang, Xiangdong;  Chen, Runsheng;  Yang, Jian;  Yin, Ye;  Wang, Jian;  Cao, Yanan;  Xu, Xun;  Liu, Longqi;  Jin, Xin;  Liu, Chuanyu
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Modeling the Performance-Security Trade-Off of Gasper's Block Proposal Mechanism Under Latency-Driven Attacks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2026, 卷号: 21, 页码: 1213-1227
作者:  Qi, Shuhan;  Zhao, Qinglin;  Liu, Zijie;  Zhou, MengChu;  Shen, Meng;  Zhang, Peiyun;  Sun, Yi
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Throughput  Proposals  Blockchains  Adaptation models  Security  Protocols  Safety  Electronic mail  Consensus protocol  System performance  Block proposing mechanism  ETH2  Web3  gasper  
Single Inspiratory Chest CT-based Generative Deep Learning Models to Evaluate Functional Small Airways Disease 期刊论文
RADIOLOGY-ARTIFICIAL INTELLIGENCE, 2025, 卷号: 7, 期号: 5, 页码: 11
作者:  Zhang, Di;  Zhao, Mingyue;  Zhou, Xiuxiu;  Li, Yiwei;  Guan, Yu;  Xia, Yi;  Zhang, Jin;  Dai, Qi;  Zhang, Jingfeng;  Fan, Li;  Zhou, S. Kevin;  Liu, Shiyuan
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
A near-threshold memristive computing-in-memory engine for edge intelligence 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 10
作者:  Wang, Linfang;  Li, Weizeng;  Zhou, Zhidao;  An, Junjie;  Ye, Wang;  Li, Zhi;  Gao, Hanghang;  Hu, Hongyang;  Liu, Jing;  Chen, Xiaoming;  Li, Ling;  Liu, Qi;  Seok, Mingoo;  Dou, Chunmeng;  Liu, Ming
收藏  |  浏览/下载：27/0  |  提交时间：2025/12/03
SnsBooster: Enhancing Sampling-based μArch Evaluation Efficiency through Online Performance Sensitivity Analysis 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Han, Chenji;  Zhang, Zifei;  Xue, Feng;  Li, Xinyu;  Wu, Yuxuan;  Zhang, Tingting;  Liu, Tianyi;  Guo, Qi;  Zhang, Fuxin
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Representative sampling  microarchitecture-independent characteristic analysis  
Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 5059-5075
作者:  Zhang, Rui;  Meng, Qi;  Zhu, Rongchan;  Wang, Yue;  Shi, Wenlei;  Zhang, Shihua;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：18/0  |  提交时间：2025/12/03
Training  Monte Carlo methods  Spatiotemporal phenomena  Accuracy  Probabilistic logic  Neural networks  Numerical models  Mathematical models  Finite difference methods  Diffusion processes  Neural PDE solver  Monte Carlo method  Feynman-Kac formula  AI for PDE  
Resistive memory-based zero-shot liquid state machine for multimodal event data learning 期刊论文
NATURE COMPUTATIONAL SCIENCE, 2025, 卷号: 5, 期号: 1, 页码: 37-47
作者:  Lin, Ning;  Wang, Shaocong;  Li, Yi;  Wang, Bo;  Shi, Shuhui;  He, Yangu;  Zhang, Woyu;  Yu, Yifei;  Zhang, Yue;  Zhang, Xinyuan;  Wong, Kwunhang;  Wang, Songqi;  Chen, Xiaoming;  Jiang, Hao;  Zhang, Xumeng;  Lin, Peng;  Xu, Xiaoxin;  Qi, Xiaojuan;  Wang, Zhongrui;  Shang, Dashan;  Liu, Qi;  Liu, Ming
收藏  |  浏览/下载：54/0  |  提交时间：2025/06/25
Enhancing Federated Learning Robustness Using Locally Benignity-Assessable Bayesian Dropout 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 2464-2479
作者:  Xue, Jingjing;  Sun, Sheng;  Liu, Min;  Li, Qi;  Xu, Ke
收藏  |  浏览/下载：60/0  |  提交时间：2025/06/25
Bayes methods  Training  Servers  Data models  Robustness  Distributed databases  Uplink  Convergence  Computational modeling  Recurrent neural networks  Federated learning  Byzantine attack  dropout defense  robust aggregation