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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  
LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20
作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi
收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03
LDM: Large tensorial SDF model for textured mesh generation 期刊论文
GRAPHICAL MODELS, 2025, 卷号: 140, 页码: 13
作者:  Xie, Rengan;  Huang, Kai;  Luo, Xiaoliang;  Chen, Yizheng;  Wang, Lvchun;  Wang, Qi;  Ye, Qi;  Chen, Wei;  Zheng, Wenting;  Huo, Yuchi
收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03
3D generation model  Diffusion  Intrinsic decomposition  Relighting  
High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images 期刊论文
DIAGNOSTIC PATHOLOGY, 2025, 卷号: 20, 期号: 1, 页码: 14
作者:  Zhao, Lingyu;  Zhao, Na;  Zhong, Ruiqi;  Niu, Yiru;  Chang, Ziyi;  Su, Peng;  Wang, Zhihui;  Cui, Lifang;  Wang, Bei;  Chen, Huang;  Wang, Xiaowen;  Kong, Xiangbing;  Du, Baolin;  Ren, Fei;  Zhong, Dingrong
收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03
Artificial intelligence  Lung adenocarcinoma  Gene mutation  Multiple instance learning  Self-supervised  
ShuffleInfer: Disaggregate LLM Inference for Mixed Downstream Workloads 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 24
作者:  Hu, Cunchen;  Huang, Heyang;  Xu, Liangliang;  Chen, Xusheng;  Wang, Chenxi;  Xu, Jiang;  Chen, Shuang;  Feng, Hao;  Wang, Sa;  Bao, Yungang;  Sun, Ninghui;  Shan, Yizhou
收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03
LLM serving  disaggregated  interference  schedule  
JSNPE: A Digital Superconducting Spiking Neural Processing Element 期刊论文
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2025, 卷号: 35, 期号: 4, 页码: 12
作者:  Jiang, Huilong;  Wang, Zhongqi;  Huang, Junying;  Chen, Gang;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui;  You, Lixing
收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03
Neurons  Synapses  Superconducting transmission lines  Superconducting logic circuits  Neuromorphics  Magnetic flux  Josephson junctions  SQUIDs  Membrane potentials  Logic  Josephson junction (JJ)  neuron  spiking neural network (SNN)  superconducting electronics  synapse  
Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 2, 页码: 737-750
作者:  Ma, Tianyun;  Wen, Yuanbo;  Song, Xinkai;  Jin, Pengwei;  Huang, Di;  Han, Husheng;  Nan, Ziyuan;  Yu, Zhongkai;  Peng, Shaohui;  Zhao, Yongwei;  Chen, Huaping;  Du, Zidong;  Hu, Xing;  Guo, Qi
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Skeleton  Optimization  Graphics processing units  Vectors  Hardware  Artificial neural networks  Accuracy  Deep symbolic regression (DSR)  radial basis function network (RBFN)  transcendental functions  unified array  
Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12
作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian
收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25
Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling  
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
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载：30/0  |  提交时间：2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting