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GenCNN: A Partition-Aware Multi-Objective Mapping Framework for CNN Accelerators Based on Genetic Algorithm 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 3, 页码: 26
作者:  Mu, Yudong;  Fan, Zhihua;  Li, Wenming;  Zhang, Zhiyuan;  An, Xuejun;  Fan, Dongrui;  Ye, Xiaochun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
CNN Accelerator  Dataflow Graph Mapping  Genetic Algorithm  Multi-objective Optimization  
An Efficient Iterative Algorithm for Qubit Mapping Via Layer-Weight Assignment and Search Space Reduction 期刊论文
ADVANCED QUANTUM TECHNOLOGIES, 2025, 页码: 12
作者:  Xu, Kang;  Li, Zeyang;  Liu, Xinjian;  Li, Dandan;  Wang, Yukun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
heuristic algorithm  iterative optimization  qubit mapping  subgraph isomorphism  
Rate-Distortion-Complexity Optimized Framework for Multi-Model Image Compression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 5385-5399
作者:  Hang, Xinyu;  Ge, Ziqing;  Fan, Hongfei;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：14/0  |  提交时间：2025/12/03
Image coding  Codecs  Optimization  Complexity theory  Decoding  Distortion  Rate-distortion  Image reconstruction  Bit rate  Training  Lossy image compression  heuristic algorithm  rate-distortion-complexity optimization  
Interrelated Dense Pattern Detection in Multilayer Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 6462-6476
作者:  Feng, Wenjie;  Wang, Li;  Hooi, Bryan;  Ng, See Kiong;  Liu, Shenghua
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Nonhomogeneous media  Matrix decomposition  Diseases  Cross layer design  Image edge detection  Task analysis  Optimization  Multilayer network  dense subgraph detection  interrelated pattern mining  algorithm design  
Crypto-DSEDA: A Domain-Specific EDA Flow for CiM-Based Cryptographic Accelerators 期刊论文
IEEE DESIGN & TEST, 2024, 卷号: 41, 期号: 5, 页码: 46-54
作者:  Liu, Rui;  Li, Zerun;  Zhang, Xiaoyu;  Li, Wanqian;  Shen, Libo;  Tang, Rui;  Luo, Zhejian;  Chen, Xiaoming;  Han, Yinhe;  Tang, Minghua
收藏  |  浏览/下载：34/0  |  提交时间：2024/12/06
Computer architecture  Cryptography  Optimization  Table lookup  Hardware acceleration  Resource management  Space exploration  Computing-in-memory  electronic design automation  cryptographic algorithm  automatic generation  
Fast Subgraph Matching by Dynamic Graph Editing 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 5, 页码: 2432-2443
作者:  Jiang, Zite;  Zhang, Shuai;  Liu, Boxiao;  Hou, Xingzhong;  Yuan, Mengting;  You, Haihang
收藏  |  浏览/下载：31/0  |  提交时间：2025/06/25
Heuristic algorithms  Optimization  Search problems  Approximation algorithms  Social networking (online)  Pattern matching  Constraint handling  Graph algorithm  subgraph matching  query processing  optimization technique  
Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079
作者:  Wen, Peisong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Huang, Qingming
收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06
Optimization  Stability analysis  Stochastic processes  Measurement  Standards  Approximation algorithms  Machine learning algorithms  Machine learning  AUPRC  learning to rank  algorithm-dependent generalization  stability  
Task Offloading Oriented Cluster Generation Scheme in Vehicular Networks 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 6, 页码: 9142-9146
作者:  Shen, Rujing;  Gao, Mingjin;  Li, Wei;  Li, Yonghui
收藏  |  浏览/下载：38/0  |  提交时间：2024/12/06
Task analysis  Delays  Optimization  Collaboration  Iterative methods  Stability criteria  Convex functions  Vehicular networks  cluster generating  task offloading  alternating iterative algorithm  
DockingGA: enhancing targeted molecule generation using transformer neural network and genetic algorithm with docking simulation 期刊论文
BRIEFINGS IN FUNCTIONAL GENOMICS, 2024, 页码: 12
作者:  Gao, Changnan;  Bao, Wenjie;  Wang, Shuang;  Zheng, Jianyang;  Wang, Lulu;  Ren, Yongqi;  Jiao, Linfang;  Wang, Jianmin;  Wang, Xun
收藏  |  浏览/下载：55/0  |  提交时间：2024/05/20
molecule generation  molecule optimization  drug discovery  deep learning  drug design  genetic algorithm  
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 3, 页码: 1356-1370
作者:  Feng, Wenjie;  Liu, Shenghua;  Koutra, Danai;  Cheng, Xueqi
收藏  |  浏览/下载：50/0  |  提交时间：2024/05/20
Approximation algorithms  Image edge detection  Heuristic algorithms  Greedy algorithms  Optimization  Collaboration  Task analysis  Algorithm  anomaly detection  dense subgraph  graph spectral theory  large graph mining