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Compressing and Accelerating Sparse CNNs Using Sign-Reserved Toeplitz Filters and Input Activation Density-aware Dataflow 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 4, 页码: 23
作者:  Wang, Zhen;  Liu, Tianyu;  Fan, Zhihua;  Li, Wenming;  Qiu, Yuhang;  Zhang, Zhiyuan;  An, Xuejun;  Fan, Dongrui;  Ye, Xiaochun
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Convolutional neural networks  accelerators  sparsity  algorithm-hardware co-design  
HUTFormer: Hierarchical U-Net transformer for long-term traffic forecasting 期刊论文
COMMUNICATIONS IN TRANSPORTATION RESEARCH, 2025, 卷号: 5, 页码: 15
作者:  Shao, Zezhi;  Wang, Fei;  Sun, Tao;  Yu, Chengqing;  Fang, Yuchen;  Jin, Guangyin;  An, Zhulin;  Liu, Yang;  Qu, Xiaobo;  Xu, Yongjun
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Traffic condition forecasting  Long-term time series forecasting  Multivariate time series forecasting  
The interplay between tissue-resident microbiome and host proteins by integrated multi-omics during progression of colorectal adenoma to carcinoma 期刊论文
IMETA, 2025, 页码: 37
作者:  Wu, Di;  Wang, An-Jun;  Bu, De-Chao;  Sun, Yan-Yan;  Li, Chen-Hao;  Hong, Yue-Mei;  Zhang, Shan;  Chen, Shi-Yang;  Zhou, Jin-An;  Zhang, Tian-Yi;  Yu, Min-Hao;  Ma, Yong-Jing;  Wang, Xiu-Li;  Xu, Jia;  He, Wei;  Heeschen, Christopher;  Chen, Jian-Feng;  Mao, Wen-Jun;  Ding, Hui;  Wu, Wen-Juan;  Zhao, Yi;  Wang, Hui;  Liu, Ning-Ning
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
colorectal cancer  metagenomics  microbiota-host interaction  proteomics  tissue-resident microbiome  
Low-redundancy distillation for continual learning 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 167, 页码: 12
作者:  Liu, Ruiqi;  Diao, Boyu;  Huang, Libo;  An, Zijia;  Liu, Hangda;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：48/0  |  提交时间：2025/12/03
Continual learning  Lifelong learning  Catastrophic forgetting  Knowledge distillation  Experience replay  
A Resource-Virtualized and Hardware-Aware Quantum Compilation Framework for Real Quantum Computing Processors 期刊论文
RESEARCH, 2025, 卷号: 8, 页码: 13
作者:  Xu, Hong-Ze;  Chai, Xu-Dan;  Hu, Meng-Jun;  Wang, Zheng-An;  Feng, Yu-Long;  Chen, Yu;  Zhang, Xinpeng;  Wang, Jingbo;  Zhuang, Wei-Feng;  Jin, Yu-Xin;  Jin, Yirong;  Yu, Haifeng;  Fan, Heng;  Liu, Dong E.
收藏  |  浏览/下载：38/0  |  提交时间：2025/12/03
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
CODA: A Computation-Driven Paradigm for Sparse DNN Acceleration 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2025, 卷号: 24, 期号: 2, 页码: 381-384
作者:  Liu, Yanhuan;  Li, Wenming;  Zhang, Kunming;  Liu, Tianyu;  Ye, Xiaochun;  An, Xuejun
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Software  Hardware  Computational modeling  Sparse matrices  Pipelines  Indexes  Data models  Spatial databases  Computational efficiency  Vectors  Computation-driven architecture  sparse DNN acceleration  dataflow paradigm  unstructured sparsity  work tokenizer  dynamic execution core  asynchronous execution  
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1284-1295
作者:  Yang, Han;  Wang, Qiuli;  Zhang, Yue;  An, Zhulin;  Liu, Chen;  Zhang, Xiaohong;  Zhou, S. Kevin
收藏  |  浏览/下载：56/0  |  提交时间：2024/12/06
Lung nodules segmentation  uncertainty  multiple annotations  computed tomography  
Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3253-3265
作者:  Fan, Zhihua;  Li, Wenming;  Wang, Zhen;  Liu, Tianyu;  Wu, Haibin;  Liu, Yanhuan;  Wu, Meng;  Wu, Xinxin;  Ye, Xiaochun;  Fan, Dongrui;  Sun, Ninghui;  An, Xuejun
收藏  |  浏览/下载：67/0  |  提交时间：2024/05/20
Accelerator  output activation  prediction  sparse convolutional neural network  
Reliability Enhancement for Multimedia Delivery in Caching-Assisted MmWave HetNets 期刊论文
JOURNAL OF COMMUNICATIONS AND NETWORKS, 2023, 卷号: 25, 期号: 3, 页码: 322-332
作者:  Yin, Fangfang;  Wang, An;  Zhang, Yu;  Liu, Danpu;  Jin, Libiao
收藏  |  浏览/下载：71/0  |  提交时间：2023/12/04
Coded caching  matching  mmWave  multi-beam concurrent transmissions