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GAIIS 2024: Kuala Lumpur, Malaysia
- 2024 International Conference on Generative Artificial Intelligence and Information Security, GAIIS 2024, Kuala Lumpur, Malaysia, May 10-12, 2024. ACM 2024
Chapter 1-Intelligent Models and Computer Language Application
- Jiayao Yang
, Xuan Liu
:
Research on Index Trend Prediction Based on Correlation of A-share Industry Sectors. - Yue Ma
, Yunhuan Jia
, Jichang Zhao
:
A model of risk contagion for mutual funds considering fund redemptions and asset fire sales. - Xuekai Wang
, Zhuocheng Yang
, Hengbo Zhang
, Yiming Li
, Xinke Wang
, Wei Cui
:
Research on Traffic Congestion Active Control Technology for Expressway. - Shen Wang
, Fei Cai
, Mengxi Zhang
:
Multilingual Event Causality Identification via Meta-learning with Knowledge. - Lianqiang Niu, Han Bao
:
Fast Tactile Paving Segmentation Model Based on Reparameterized Structure. - Bo Jin
:
Multilingual Neural Machine Translation with Integrated Language Adapters. - Yongju Tong
, Jiawen Kang
, Junlong Chen
, Minrui Xu
, Helin Yang, Minghui Xu, Renchao Xie, Zehui Xiong
:
Deep Reinforcement Learning based Multi-attribute Auction Model for Resource Allocation in Vehicular AIGC Services. - Junying Wu
, Yanyan Lu
, Zixin Li
, Jiao Peng
, Xing Xu
, Hui Song
:
Word-Phrase Fusion Encoding Model for Natural Language Understanding in the Electric Power Field. - Jiale Qin
, Qiufang Zou
, Haoran Zhang
, Yongzhi Zhang
, Shi Wang
:
Research on sentiment analysis of Bi-LSTM model combining cosine annealing and multi-head attention. - Mingjuan Li
, Huimei Chen
, Bingda Yan
, Qingzhen Xu
, Qiang Chen
:
Research on Stock Volatility Prediction Using Attention Mechanism Enhanced GRU Ensemble Model. - Chenhe Wang
:
NLG-ExtractClip: Natural Language Guided Building Extraction with Contrastive Language-Image Pre-training. - Xiao Du
, Jing Zhou
, Xu Gao
:
Numerical Simulation of Receiving Transducer for Impulse Sound Source Depth Detection. - Limin Cao
, Yuxia Hu
, Fudong Nian
:
Semi-supervised Crowd Counting in Dense Scenes via Self-training. - Han Wei
, Dan Qu
, Sisi Peng
, Gang Chen
, Liang Wei
, Zhigang Guo
:
Research on constructing technology of network public opinion propagation model based on Multiagent. - Jiangnan Li
, Shuo Zhang
, Jian Song
, Manpo Li
, Li Sun
, Jiantao Wu
:
Product Requirements Reliability Analysis Based on Review Data and Entropy Weight TOPSIS. - Yingqiang Wang
, Elcid A. Serrano
:
Research on personalized music recommendation model based on human physiological signals. - Huilin Fang
, Zhiguo Zhou
:
Research on acoustic Model of Putian Dialect Speech Recognition Based on Deep Learning.
Chapter 2-Intelligent Algorithms and Deep Learning Exploration
- Ningnan Guo
:
Analyzing the Application and Key Factors of CycleGAN in Style Transfer between Chinese Ink Paintings and Van Gogh's Artworks. - Bo Jin
:
Neural Machine Translation based on Semantic Word Replacement. - Lianyuan Jiang
, Jinlong Chen
:
A Meta Learning Few Shot Object Detection Algorithm Based on PRN-FPN. - Qianlong Lu
, Maoting Gao
:
A Research on Shilling Attacks Based on Variational graph auto-encoders for Improving the Robustness of Recommendation Systems. - Junbo Wang, Mei Li, Chengfeng Liu, Jianrui Chen
:
Cluster information-driven graph convolutional networks for higher-order patterns prediction. - Chen Liu
, Yizhuo Wang
:
MDPo: Offline Reinforcement Learning Based on Mixture Density Policy Network. - Pengchun Tang
, Zepei Wang
, Siqi Wang
, Gareth Zhu
, Jiaxin Wang
, Yuanhua Lang
, Wenjuan Shao
, Weiming Huang
, Shuang Yan
:
Research on Keyword Audio Mapping Library Based on Subjective Evaluation. - Zongnan Zhang
, Meng Li
, Xiaoxin An
, Zhen Li
, Zhe Ma
:
Side-Channel Analysis of Curve-25519 Based on Deep Learning. - Zhihao Wang
, Xiaoyue Guo
, Hanzi Li
, Yuting Xu
, Meng Qin
, Jianbo Liu
, Haoliang Zhu
, Tianjie Chen
:
Optimizing E-commerce Logistics with ARIMA-BP Neural Networks and GA: A Multi-Objective Approach for Emergency Response and Network Efficiency. - Zhaopeng Yang
, Huan Hao
, Shangsong Liang
:
ACTOR: Adapting CLIP for Fully Transformer-based Open-vocabulary Detection. - Qiang Fang
:
On The Performance of EMA-Synchronized Speech and Stand-alone Speech in Speech Recognition and Acoustic-to-Articulatory Inversion. - Shutao Xiong
, Jixing Qu
, Wang Xue
, Yanjun Li
:
Deep learning based defect classification method for pressure gas cylinders. - Wei Wang
, Wenbin Lin
, Hang Lv
:
Applying DMC of Segmentation Strategy of Reward in Military Chess Game. - Liuqing Yan
, Shihu Yu
:
Study on English expression polishing system based on deep learning. - Mengzhen Yuan
, Lili Lu
:
Multimodal transportation path optimization of consumer electronics products considering transportation time uncertainty. - Wenbo Li
:
Multi-objective optimization of the route problem for hazardous goods transportation. - Tianyi Chen
:
The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studio.
Chapter 3-Network Security and Intelligent Analysis Technology
- Wenzhao Liu
, Kuiwu Yang
, Yue Chen
, Huanyao Dai
:
Exploring Robustness under New Adversarial Threats: A Comprehensive Analysis of Deep Neural Network Defenses. - Lang Yang
:
A meta-learning based method for detecting malicious traffic with few-shot. - Haiyang Liu
, Yuan Feng
:
A log parsing method based on word attributes and parsing trees. - Bao Liu
, Zhenxin Cai
:
Based on channel and time attention convolutional network for motor imagery electroencephalogram decoding. - Runlian Zhang
, Minghui Hou
, Wentao Cheng
, Xiaonian Wu
:
Side Channel Attacks Based on Densely Connected Convolutional Networks with Attention Mechanism. - Jian Zhang
, Shengquan Liu
, Zhihua Liu
:
Research on APT Malware Detection Based on BERT-Transformer-TextCNN Modeling. - Yifan Zheng
, Bai Liu
:
A secure multi-quantum voting protocol based on GHZ state. - Yuying Xia
, Haijian Shao
, Xing Deng
:
VulCoBERT: A CodeBERT-Based System for Source Code Vulnerability Detection. - Zhipeng Sun
, Guosun Zeng
:
A Two-stage Coarsening Method for a Streaming Graph with Preserving Key Features. - Jiale Tang
:
Dual-Decoder Importance-Aware Gated Network for RGB-T Salient Objection Detection. - Zhengle Li
, Ying Pan
, Tonglin Zhang, Yan Zhou
, Xinying Huang
, Xiaolong Chai
:
Analysis of Infringement Determination Methods in Personal Information Protection Disputes Based on Machine Learning. - Siyuan Tian
, Zhengxiao He
, Renjie Dai
, Junhao Wang
, Hanlin Yang
:
Commute with Community: Enhancing Shared Travel through Social Networks. - Songming Han
, Jieke Lu
, Shaofeng Ming
:
Hardcoded Vulnerability Mining Method in a Simulated Environment Based on Router Backdoor Detection Technology. - Yue Chang
, Xiaolin Zhao
, Mingzhe Pei
, Zhenyan Liu
:
GUCN: A machine learning model combining time series features for malicious network behavior detection. - Wei Zhao
, Junling You
, Qinghui Chen
:
SQL Injection Attack Detection Based on Text-CNN. - Mingjie Zhang
, Longzhu Zhu
, Maomao Ding
, Lu Liu
, Lihua Gong
, Jian Gong
:
95598 Customer Service Complaint Spillover Risk Prediction Method Based on Data Association Clustering. - Lin Yuan
, Zhishang Feng
:
A dynamic key update scheme for UAV clusters in denied environments.
Chapter 4-Artificial Intelligence Recognition and Detection Technology
- Yaqing Huang
, Zhe Dong
, Junpeng He
:
Unsupervised Industrial Internet Time Series Anomaly Detection Based on Reinforcement Learning. - Kang Chen
, Shanshan Chen
, Bing Cao
, Menglong Wang
, Lang Pei
:
Research on PCB Flying Needle Test Technology Based on Improved Ant Colony Algorithm. - Xun Yan
, Qianqian Pan
, Yunlu Zhao
:
Soil Profile Ruler Detection in YOLOv5. - Peng Du
, Xudong Song
:
Lightweight Target Detection: An Improved YOLOv8 for Small Target Defect Detection on Printed Circuit Boards. - Xin Liang
, Maoting Gao
:
The road crack detection algorithm improved based on YOLOv7. - Guanghui Gao
, Dapeng Deng
, Gang Shi
, Yining Guo
, Zhaole Ning
:
Research on Methodology of Intelligent Traffic Accident Detection based on Enhanced YOLOv8 Algorithm. - Hanran Zhang
, Zonglin Yang
, Nuo Lei
:
Defect recognition of solar panel in EfficientNet-B3 network based on CBAM attention mechanism. - Bao Liu
, Zhi Qi
:
Extracting features for enhanced air quality prediction: a self-tuning spatio-temporal residual network approach fusing adaptive adjacency matrix and attention mechanism. - Bao Liu
, Fengran Wang
:
Enhanced Bearing Fault Diagnosis under Strong Noise: An improved Inception Inverted Residual Ghost ShuffleNet. - Hong Li
:
Research and application of neural network algorithm based on Water supply and drainage pipeline network. - Hong Li
:
Research and application of network analysis algorithms based on underground pipeline networks. - Yiyan Zhou
, Xiaoyu Yu
, Liang Shi
:
3D Mask Detection Algorithm Based on Spatio-Temporal Information Fusion. - Xuyang Zhang
, Li Ni
, Hang Zhu
, Jialu Shen
, Lei Wang
:
Research on intelligent operation and maintenance system of distributed photovoltaic power station based on Internet of Things technology. - Zhaokun Wang
, Xiaolong Chai
:
Soccer detection and data analysis based on Mask R-CNN and YOLOv3 algorithms. - Pengcheng Wan
, Wei Hu
:
Real-time recognition of piano keys based on mobile devices. - Lin Hu
, Jiandong Zhang
, Mingzhi Mao
:
Analysis of Traffic Flow Prediction Based on Historical Highway Traffic Volume. - Ji Qi
, Xiujun Li
, Hang Zhang
, Tianyu Meng
:
Research on Multi-feature EEG Emotion Recognition Method Based on 1D-Inception. - Liyang Xu
, Yiran Chen
, Yinglong Wang
, Ning Liao
, Jiacheng He
, Dezheng Wang
:
Recognition of Skin Cancer from Dermoscopic Images via DNN. - Jiaren Guo
, Zihao Huang
, Yanyun Tao
:
Multispectral pedestrian detection based on UNet and attention mechanism. - Yuxi Yang
:
Quantization and Acceleration of YOLOv5 Vehicle Detection Based on GPU Chips.
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