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19th ADMA 2023, Shenyang, China - Volume 2
- Xiaochun Yang, Heru Suhartanto, Guoren Wang, Bin Wang, Jing Jiang, Bing Li, Huaijie Zhu, Ningning Cui:
Advanced Data Mining and Applications - 19th International Conference, ADMA 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14177, Springer 2023, ISBN 978-3-031-46663-2
Knowledge Graph
- Yafei Liu, Shuaishuai Zu, Li Li:
CKGE: Improving Distance Based Knowledge Graph Embedding via Contrastive Learning. 3-15 - Yifan Liu, Bin Shang, Chenxin Wang, Yinliang Zhao:
Knowledge Graph Completion with Information Adaptation and Refinement. 16-31 - Yuanbo Xu, Yuanbo Zhang, Yongjian Yang, Hangtong Xu, Lin Yue:
Duet Representation Learning with Entity Multi-attribute Information in Knowledge Graphs. 32-45 - Shaowei Zhang, Zhao Li, Xin Wang, Zirui Chen, Wenbin Guo:
TKGAT: Temporal Knowledge Graph Representation Learning Using Attention Network. 46-61 - Chen Chen, Yufei Wang, Yang Zhang
, Quan Z. Sheng
Separate-and-Aggregate: A Transformer-Based Patch Refinement Model for Knowledge Graph Completion. 62-77 - Jun Pang, Hong-Chao Qin, Yan Liu, Xiao-Qi Liu:
Two Birds with One Stone: A Link Prediction Model for Knowledge Hypergraph Based on Fully-Connected Tensor Decomposition. 78-90 - Dejing Ke, Jiansu Pu:
HEM: An Improved Parametric Link Prediction Algorithm Based on Hybrid Network Evolution Mechanism. 91-106 - Tingxuan Chen, Jun Long, Liu Yang, Guohui Li, Shuai Luo, Meihong Xiao:
Joint Embedding of Local Structures and Evolutionary Patterns for Temporal Link Prediction. 107-121
Multimedia
- Ji Ma
DQN-Based Stitching Algorithm for Unmanned Aerial Vehicle Images. 125-138 - Haowen Liu, Yufei Gao, Lei Shi
HM-QCNN: Hybrid Multi-branches Quantum-Classical Neural Network for Image Classification. 139-151 - Ruohao Wu, Xi Xiao, Guangwu Hu, Hanqing Zhao, Han Zhang, Yongqing Peng:
DetOH: An Anchor-Free Object Detector with Only Heatmaps. 152-167 - Qing Li
LAANet: An Efficient Automatic Modulation Recognition Model Based on LSTM-Autoencoder and Attention Mechanism. 168-182 - Meizhen Zheng, Peng Bai, Xiaodong Shi:
A Compact Phoneme-To-Audio Aligner for Singing Voice. 183-197 - Feifei Fu
Song-to-Video Translation: Writing a Video from Song Lyrics Based on Multimodal Pre-training. 198-213
Medical Image Analysis
- Ruidong Lu, Qiule Sun, Xueyan Ding, Jianxin Zhang
Breast Cancer Histopathology Image Classification Using Frequency Attention Convolution Network. 217-229 - Linhui Zhou, Weiyu Guo, Jing Cao, Xinyue Zhang, Yue Wang:
Wavelet-SVDD: Anomaly Detection and Segmentation with Frequency Domain Attention. 230-243 - Peng Wan, Chunrui Liu, Daoqiang Zhang:
Anatomical-Functional Fusion Network for Lesion Segmentation Using Dual-View CEUS. 244-256 - Hongzhi Liu, Shiyu Zhu, Qianjin Feng, Yang Chen:
SpMVNet: Spatial Multi-view Network for Head and Neck Organs at Risk Segmentation. 257-271 - Xiao Wei, Xiaoxin Wang, Nengjun Zhu:
SNN-BS: A Clinical Terminology Standardization Method Using Siamese Networks with Batch Sampling Strategy. 272-287
Natural Language
- Yiyang Du, Shi-Wei Zhang, Xianjie Wu, Zhao Yan, Yunbo Cao, Zhoujun Li:
Read Then Respond: Multi-granularity Grounding Prediction for Knowledge-Grounded Dialogue Generation. 291-306 - Chao Chang
SUMOPE: Enhanced Hierarchical Summarization Model for Long Texts. 307-319 - Jizhao Zhu, Wenyu Duan, Naitong Yu, Xinlong Pan, Chunlong Fan:
An Extractive Automatic Summarization Method for Chinese Long Text. 320-333 - Shuhao Yue, Dunhui Yu, Di Xie:
A Likelihood Probability-Based Online Summarization Ranking Model. 334-346 - Miaopei Lin, Mengxiang Wang, Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wei Liu, Jian Yin:
Spatial Commonsense Reasoning for Machine Reading Comprehension. 347-361 - Zhicheng Zhang
Multimodal Learning for Automatic Summarization: A Survey. 362-376 - Yupei Zhang, Rui An, Wenxin Zhang, Shuhui Liu, Xuequn Shang:
Deep Knowledge Tracing with Concept Trees. 377-390
Privacy and Security
- Yu Zheng, Wei Song, Minxin Du
Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning. 393-407 - Adnan Ahmad
A Hessian-Based Federated Learning Approach to Tackle Statistical Heterogeneity. 408-422 - Lei Tan, Miao Hu, Yipeng Zhou
Analyzing the Convergence of Federated Learning with Biased Client Participation. 423-439 - Zhan Su
Privacy Lost in Online Education: Analysis of Web Tracking Evolution. 440-455 - Zhibo Jin
DANAA: Towards Transferable Attacks with Double Adversarial Neuron Attribution. 456-470 - Wanxiao Liu
CRNN-SA: A Network Intrusion Detection Method Based on Deep Learning. 471-485
Applications
- Le Kang, Tai-Jiang Mu
Conspiracy Spoofing Orders Detection with Transformer-Based Deep Graph Learning. 489-503 - Junlong Wang, Dechang Pi
A Novel Explainable Rumor Detection Model with Fusing Objective Information. 504-517 - Ryan Wickman
VLS: A Reinforcement Learning-Based Value Lookahead Strategy for Multi-product Order Fulfillment. 518-534 - Shilong Deng, Zetao Zheng, Hongcai He, Jie Shao:
Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy. 535-549 - Haiping Zhu, Yifei Zhao, Yuchen Wu, Yan Chen, Wenhao Li, Qinghua Zheng, Feng Tian:
Ensemble Learning Based Employment Recommendation Under Interaction Sparsity for College Students. 550-564 - Bo Li, Jiaxin Ju, Can Wang
How Does ChatGPT Affect Fake News Detection Systems? 565-580 - Jing Yuan
CNGT: Co-attention Networks with Graph Transformer for Fact Verification. 581-596
Multi-modal
- Xingyu Lu, Chi-Man Pun:
Supervised Discriminative Discrete Hashing for Cross-Modal Retrieval. 599-613 - Shiqi Wang, Jianxing Yu, Miaopei Lin, Shuang Qiu, Xiaofeng Luo, Jian Yin:
A Knowledge-Enhanced Inferential Network for Cross-Modality Multi-hop VQA. 614-628 - Mengqi Jiang, Shichao Zhang, Debo Cheng
Multi-head Similarity Feature Representation and Filtration for Image-Text Matching. 629-643 - Zhuopan Yang, Di Luo, Jiuxiang You, Zhiwei Guo, Zhenguo Yang:
Multimodal Conditional VAE for Zero-Shot Real-World Event Discovery. 644-659 - Mingfu Qin, Qian Zhou, Wei Chen, Lei Zhao:
MAMRP: Multi-modal Data Aware Movie Rating Prediction. 660-675 - Xiaorui Yang, Qian Zhou, Wei Chen, Lei Zhao:
MFMGC: A Multi-modal Data Fusion Model for Movie Genre Classification. 676-691 - Bihui Yu, Linzhuang Sun, Jingxuan Wei, Shuyue Tan, Yiman Zhao, Liping Bu:
TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge. 692-707
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