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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：25/0  |  提交时间：2025/12/03
Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression  
Sensing-Error-Aware UAV Scheduling Based on Generative Diffusion-Driven MADRL for ISAC-Enabled Multi-UAV Systems 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2026, 卷号: 25, 页码: 9782-9798
作者:  Wu, Yihao;  Yu, Hanxiao;  Zhou, Yiqing;  Shi, Ningzhe;  Cai, Qing;  Shi, Jinglin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Sensors  Autonomous aerial vehicles  Optimization  Resource management  Integrated sensing and communication  Wireless communication  Heuristic algorithms  Trajectory  Diffusion models  Wireless sensor networks  Generative diffusion model  integrated sensing and communication  sensing error  multi-agent reinforcement learning  uncrewed aerial vehicle  
RHINO: An Efficient Serverless Container System for Small-Scale HPC Applications 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2025, 卷号: 36, 期号: 8, 页码: 1560-1573
作者:  Zhu, He;  Li, Mingyu;  You, Haihang
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Runtime  Codes  Computational modeling  Costs  Containers  Adaptation models  Parallel processing  Training  Schedules  Scalability  Serverless computing  HPC system  runtime optimization  execution model  
A deep learning model for structure-based bioactivity optimization and its application in the bioactivity optimization of a SARS-CoV-2 main protease inhibitor 期刊论文
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY, 2025, 卷号: 291, 页码: 16
作者:  Yang, Zhenyu;  Wang, Kai;  Zhang, Guo;  Jiang, Yuanyuan;  Zeng, Rui;  Qiao, Jingxin;  Li, Yueyue;  Deng, Xinyue;  Xia, Ziyi;  Yao, Rui;  Zeng, Xiaoxi;  Zhang, Liyun;  Zhao, Yi;  Lei, Jian;  Chen, Runsheng
收藏  |  浏览/下载：62/0  |  提交时间：2025/06/25
Structure-based bioactivity optimization  Deep-learning model  SARS-CoV-2 main protease  Molecular scaffold  Pocket-StrMod  
Improving DNN Accuracy on MLC PIM via Non-Ideal PIM Device Fine-Tuning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 6, 页码: 2277-2286
作者:  Lv, Hao;  Zhang, Lei;  Wang, Ying
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Closed box  Accuracy  Computational modeling  Programming  Training  Optimization  Computer architecture  Semiconductor device modeling  Energy efficiency  Artificial neural networks  Black-box  multilevel cell (MLC) resistive random access memory (RRAM)  model fine-tuning  processing-in-memory (PIM)  
Staleness-Controlled Asynchronous Federated Learning: Accuracy and Efficiency Tradeoff 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 12, 页码: 12621-12634
作者:  Sun, Sheng;  Zhang, Zengqi;  Pan, Quyang;  Liu, Min;  Wang, Yuwei;  He, Tianliu;  Chen, Yali;  Wu, Zhiyuan
收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25
Asynchronous learning  convergence efficiency  federated learning  lyapunov optimization  model accuracy  Asynchronous learning  convergence efficiency  federated learning  lyapunov optimization  model accuracy  
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：63/0  |  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  
SLAM-CIM: A Visual SLAM Backend Processor With Dynamic-Range-Driven-Skipping Linear-Solving FP-CIM Macros 期刊论文
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2024, 页码: 13
作者:  Li, Mengjie;  Zhu, Haozhe;  He, Siqi;  Zhang, Hongyi;  Liao, Jie;  Zhai, Danfeng;  Chen, Chixiao;  Liu, Qi;  Zeng, Xiaoyang;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：68/0  |  提交时间：2024/12/06
Simultaneous localization and mapping  Sorting  In-memory computing  Visualization  Energy efficiency  Optimization  Common Information Model (computing)  Compute in memory (CIM)  floating point (FP)  linear system solver  simultaneous localization and mapping (SLAM)  
An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510
作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe
收藏  |  浏览/下载：89/0  |  提交时间：2024/12/06
Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)  
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1525-1537
作者:  Wang, Duo;  Yan, Mingyu;  Teng, Yihan;  Han, Dengke;  Liu, Xin;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：69/0  |  提交时间：2024/12/06
Pareto optimization  Predictive models  Measurement  Space exploration  Prediction algorithms  Central Processing Unit  Microarchitecture  CPU microarchitecture  design space exploration (DSE)  multiobjective exploration  Pareto hypervolume  prediction model