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Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 11
作者:  Wang, Zhehui;  Choong, Benjamin Chen Ming;  Huang, Tian;  Gerlinghoff, Daniel;  Goh, Rick Siow Mong;  Liu, Cheng;  Luo, Tao
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression  
Causal Analysis and Risk Assessment for Batch Crowdsourcing 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 6, 页码: 5312-5323
作者:  Chao, Ke;  Wang, Shengling;  Shi, Hongwei;  Huang, Jianhui;  Cheng, Xiuzhen
收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25
Crowdsourcing  Collaboration  Mobile computing  Sensors  Scalability  Resource management  Prevention and mitigation  Multitasking  Costs  Correlation  causal inference  risk assessment  
TidyBlock: A Novel Consensus Mechanism for DAG-based Blockchain in IoT 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 2, 页码: 722-735
作者:  Qu, Xidi;  Wang, Shengling;  Li, Kun;  Huang, Jianhui;  Cheng, Xiuzhen
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Blockchains  Internet of Things  Consensus protocol  Throughput  Memory  Clustering algorithms  Sorting  Blockchain  Internet of Things  consensus mechanism  formal methods  
Exploitation and Confrontation: Sustainability Analysis of Crowdsourcing 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 2, 页码: 614-626
作者:  Zhao, Hang;  Wang, Shengling;  Shi, Hongwei;  Huang, Jianhui;  Guo, Yu;  Cheng, Xiuzhen
收藏  |  浏览/下载：12/0  |  提交时间：2025/06/25
Crowdsourcing  Games  Game theory  Timing  Sustainable development  Mobile computing  Costs  Crowdsourcing  zero-determinant (ZD) strategy  large deviation theory  
DPA-2: a large atomic model as a multi-task learner 期刊论文
NPJ COMPUTATIONAL MATERIALS, 2024, 卷号: 10, 期号: 1, 页码: 15
作者:  Zhang, Duo;  Liu, Xinzijian;  Zhang, Xiangyu;  Zhang, Chengqian;  Cai, Chun;  Bi, Hangrui;  Du, Yiming;  Qin, Xuejian;  Peng, Anyang;  Huang, Jiameng;  Li, Bowen;  Shan, Yifan;  Zeng, Jinzhe;  Zhang, Yuzhi;  Liu, Siyuan;  Li, Yifan;  Chang, Junhan;  Wang, Xinyan;  Zhou, Shuo;  Liu, Jianchuan;  Luo, Xiaoshan;  Wang, Zhenyu;  Jiang, Wanrun;  Wu, Jing;  Yang, Yudi;  Yang, Jiyuan;  Yang, Manyi;  Gong, Fu-Qiang;  Zhang, Linshuang;  Shi, Mengchao;  Dai, Fu-Zhi;  York, Darrin M.;  Liu, Shi;  Zhu, Tong;  Zhong, Zhicheng;  Lv, Jian;  Cheng, Jun;  Jia, Weile;  Chen, Mohan;  Ke, Guolin;  Weinan, E.;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：44/0  |  提交时间：2025/06/25
An fNIRS representation and fNIRS-scales multimodal fusion method for auxiliary diagnosis of amnestic mild cognitive impairment 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 96, 页码: 12
作者:  Cheng, Shiyu;  Shang, Pan;  Zhang, Yingwei;  Guan, Jianhe;  Chen, Yiqiang;  Lv, Zeping;  Huang, Shuyun;  Liu, Yajing;  Xie, Haiqun
收藏  |  浏览/下载：42/0  |  提交时间：2024/12/06
Mild cognitive impairment  Auxiliary diagnosis  fNIRS  Scales  Multimodal fusion  Scales screening  
MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 页码: 11
作者:  Huang, Haitong;  Liu, Cheng;  Xue, Xinghua;  Liu, Bo;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：50/0  |  提交时间：2024/05/20
Biological neural networks  Hardware  Reliability  Computational modeling  Neural networks  Fault tolerant systems  Fault tolerance  Fault evaluation  fault injection  fault simulation  multiresolution  neural network reliability  
PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2024, 页码: 12
作者:  Huang, Zhen;  Li, Han;  Shao, Shitong;  Zhu, Heqin;  Hu, Huijie;  Cheng, Zhiwei;  Wang, Jianji;  Kevin Zhou, S.
收藏  |  浏览/下载：57/0  |  提交时间：2024/05/20
Bone extraction  CT structural knowledge  Landmark detection  Pelvis X-rays  
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 11, 页码: 1763-1773
作者:  Xue, Xinghua;  Liu, Cheng;  Liu, Bo;  Huang, Haitong;  Wang, Ying;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：46/0  |  提交时间：2024/05/20
Fault tolerant systems  Fault tolerance  Artificial neural networks  Convolution  Reliability  Computational modeling  Neurons  Fault-tolerance  soft errors  vulnerability analysis  winograd convolution (WG-Conv)  
Statistical Modeling of Soft Error Influence on Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4152-4163
作者:  Huang, Haitong;  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Luo, Tao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：47/0  |  提交时间：2024/05/20
Fault analysis  fault simulation  neural network (NN) reliability  statistical fault modeling