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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：0/0  |  提交时间：2025/12/03
Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression  
Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文
NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12
作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao
收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
Central Feature Network Enables Accurate Detection of Both Small and Large Particles in Cryo-Electron Tomography 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 页码: 13
作者:  Wang, Yao-Yu;  Wan, Xiao-Hua;  Chen, Cheng;  Zhang, Fa;  Cui, Xue-Feng
收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03
particle detection  cryo-electron tomography  pattern recognition  deep learning  
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：39/0  |  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：31/0  |  提交时间：2024/12/06
Mild cognitive impairment  Auxiliary diagnosis  fNIRS  Scales  Multimodal fusion  Scales screening  
Listwise Generative Retrieval Models via a Sequential Learning Process 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 5, 页码: 31
作者:  Tang, Yubao;  Zhang, Ruqing;  Guo, Jiafeng;  De Rijke, Maarten;  Chen, Wei;  Cheng, Xueqi
收藏  |  浏览/下载：27/0  |  提交时间：2024/12/06
Document retrieval  generative retrieval  listwise approach  
An Energy-Efficient In-Memory Accelerator for Graph Construction and Updating 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 6, 页码: 1781-1793
作者:  Chen, Mingkai;  Liu, Cheng;  Liang, Shengwen;  He, Lei;  Wang, Ying;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：55/0  |  提交时间：2024/12/06
Memory management  Buildings  Bandwidth  Hardware  Social networking (online)  Energy efficiency  Parallel processing  Graph construction  graph updating  near-data processing  nearest neighbors  power gating  stacked memory  
Automated Segmentation and Classification of Knee Synovitis Based on MRI Using Deep Learning 期刊论文
ACADEMIC RADIOLOGY, 2024, 卷号: 31, 期号: 4, 页码: 1518-1527
作者:  Wang, Qizheng;  Yao, Meiyi;  Song, Xinhang;  Liu, Yandong;  Xing, Xiaoying;  Chen, Yongye;  Zhao, Fangbo;  Liu, Ke;  Cheng, Xiaoguang;  Jiang, Shuqiang;  Lang, Ning
收藏  |  浏览/下载：75/0  |  提交时间：2024/12/06
Knee  Synovitis  Magnetic resonance imaging  Deep learning  Diagnosis  
Statistical Inference and Application of Asymmetrical Generalized Pareto Distribution Based on Peaks-Over-Threshold Model 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 3, 页码: 20
作者:  Chen, Wenru;  Zhao, Xu;  Zhou, Mi;  Chen, Haiqing;  Ji, Qingqing;  Cheng, Weihu
收藏  |  浏览/下载：36/0  |  提交时间：2024/05/20
generalized Pareto distribution  parameter estimation  extreme quantile estimation  extreme value theory  
PRADA: Practical Black-box Adversarial Attacks against Neural Ranking Models 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 27
作者:  Wu, Chen;  Zhang, Ruqing;  Guo, Jiafeng;  De Rijke, Maarten;  Fan, Yixing;  Cheng, Xueqi
收藏  |  浏览/下载：39/0  |  提交时间：2023/12/04
Adversarial attack  decision-based black-box attack setting  neural ranking models