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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：2/0  |  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：2/0  |  提交时间：2025/12/03
HSDF: Hybrid Sign and Distance Field for Neural Representation of Surfaces With Arbitrary Topologies 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2025, 卷号: 31, 期号: 9, 页码: 5215-5228
作者:  Wang, Li;  Liu, Yu-Tao;  Yang, Jie;  Chen, Weikai;  Meng, Xiaoxu;  Yang, Bo;  Li, Jintao;  Gao, Lin
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Shape  Surface reconstruction  Three-dimensional displays  Rendering (computer graphics)  Topology  Surface treatment  Geometry  Implicit field  point cloud reconstruction  signed distance field  unsigned distance field  
Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载：30/0  |  提交时间：2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
DreamUDF: Generating Unsigned Distance Fields from A Single Image 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 6, 页码: 21
作者:  Liu, Yu-tao;  Gao, Xuan;  Chen, Weikai;  Yang, Jie;  Meng, Xiaoxu;  Yang, Bo;  Gao, Lin
收藏  |  浏览/下载：35/0  |  提交时间：2025/06/25
Unsigned distance field  single-view 3D generation  diffusion model  neural radiance field  
Wavelet-based selection-and-recalibration network for Parkinson's disease screening in OCT images 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 卷号: 256, 页码: 13
作者:  Huang, Jingqi;  Zhang, Xiaoqing;  Jin, Richu;  Xu, Tao;  Jin, Zi;  Shen, Meixiao;  Lv, Fan;  Chen, Jiangfan;  Liu, Jiang
收藏  |  浏览/下载：62/0  |  提交时间：2024/12/06
Deep learning  Parkinson's disease screening  Discrete wavelet transform  
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：31/0  |  提交时间：2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware  
NeUDF: Learning Neural Unsigned Distance Fields With Volume Rendering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 4, 页码: 2364-2377
作者:  Liu, Yu-Tao;  Wang, Li;  Yang, Jie;  Chen, Weikai;  Meng, Xiaoxu;  Yang, Bo;  Gao, Lin
收藏  |  浏览/下载：44/0  |  提交时间：2024/05/20
Surface reconstruction  Rendering (computer graphics)  Image reconstruction  Shape  Image color analysis  Topology  Surface texture  Unsigned distance fields  volume rendering  shape reconstruction from multi-view images  open surfaces  
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30
作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu
收藏  |  浏览/下载：59/0  |  提交时间：2024/12/06
physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent