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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  
SLVS: A Self-Learning Approach to Achieve Near-Second Low-Latency Video Streaming Under Highly Variable Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 6, 页码: 5189-5201
作者:  Zhang, Guanghui;  Liu, Ke;  Xiao, Mengbai;  Wang, Bingshu;  Yu, Dongxiao;  Cheng, Xiuzhen
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Streaming media  Bit rate  Logic  Throughput  Low latency communication  Heuristic algorithms  Bandwidth  Video recording  Quality assessment  TCP  Live video streaming  adaptive streaming  Quality-of-Experience (QoE)  
LitTLS: Lightweight Thread-Level Speculation on Little Cores 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Cheng, Xin;  Ye, Jinpeng;  Deng, Haoyu;  Zhang, Tingting;  Liu, Tianyi;  Wang, Jian
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Thread-level speculation  parallel computing  heterogeneous multicore  
Gradient-aware domain-invariant learning for domain generalization 期刊论文
MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 1, 页码: 15
作者:  Hou, Feng;  Zhang, Yao;  Liu, Yang;  Yuan, Jin;  Zhong, Cheng;  Zhang, Yang;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang
收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25
Domain shift  Domain generalization  Domain-invariant parameters  Sparse  
DomainVerse: A Benchmark Towards Real-World Distribution Shifts for Training-Free Adaptive Domain Generalization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6648-6660
作者:  Hou, Feng;  Yuan, Jin;  Yang, Ying;  Zhang, Yao;  Liu, Yang;  Zhang, Yang;  Zhong, Cheng;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Adaptation models  Training  Benchmark testing  Picture archiving and communication systems  Data models  Image color analysis  Computational modeling  Data mining  Training data  Painting  DomainVerse  training-free adaptive domain generalization  vision-language models  
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
Magnetic resonance imaging (MRI)-based intratumoral and peritumoral radiomics for prognosis prediction in glioma patients 期刊论文
CLINICAL RADIOLOGY, 2024, 卷号: 79, 期号: 11, 页码: e1383-e1393
作者:  Gao, M.;  Cheng, J.;  Qiu, A.;  Zhao, D.;  Wang, J.;  Liu, J.
收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06
Advancements in Accelerating Deep Neural Network Inference on AIoT Devices: A Survey 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2024, 卷号: 9, 期号: 6, 页码: 830-847
作者:  Cheng, Long;  Gu, Yan;  Liu, Qingzhi;  Yang, Lei;  Liu, Cheng;  Wang, Ying
收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25
Computational modeling  Hardware  Artificial neural networks  Optimization  Internet of Things  Adaptation models  Data models  AIoT devices  DNN inference  model compression  parallel computing  performance optimization  survey  
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  
A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2635-2646
作者:  He, Yintao;  Li, Bing;  Wang, Ying;  Liu, Cheng;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：67/0  |  提交时间：2024/12/06
Task analysis  Sparse matrices  Convolution  Convolutional neural networks  Design automation  Neural networks  Integrated circuits  Graph convolutional network  hardware acceleration  processing-in-memory