Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks

23 October 2024

Yue Liu

Wenyi Liu

Papers citing "Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks"

29 / 29 papers shown

Title
Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models Jacky He Guiran Liu Binrong Zhu Hanlu Zhang Hongye Zheng Xiaokai Wang 3DV RALM 52 0 0 28 Apr 2025
A Deep Learning Framework for Sequence Mining with Bidirectional LSTM and Multi-Scale Attention Tao Yang Yu Cheng Yaokun Ren Yujia Lou Minggu Wei Honghui Xin AIMat HAI 45 0 0 21 Apr 2025
Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction Xiaokai Wang Guiran Liu Binrong Zhu Jacky He Hongye Zheng Hanlu Zhang AI4MH 18 2 0 06 Apr 2025
A Deep Learning Approach to Anomaly Detection in High-Frequency Trading Data Qiuliuyang Bao Jiawei Wang Hao Gong Y. Zhang Xiaojun Guo Hanrui Feng 43 0 0 31 Mar 2025
Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks Yiwei Zhang 40 6 0 25 Mar 2025
Context-Aware Rule Mining Using a Dynamic Transformer-Based Framework Jie Liu Yiwei Zhang Yuan Sheng Yujia Lou Haige Wang Bohuan Yang 37 4 0 14 Mar 2025
A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization Dan Sun Jacky He Hanlu Zhang Zhen Qi Hongye Zheng Xiaokai Wang MedIm 55 3 0 10 Mar 2025
AI-Driven Health Monitoring of Distributed Computing Architecture: Insights from XGBoost and SHAP Xiaoxuan Sun Yue Yao Xiaoye Wang Pochun Li Xuan Li 31 6 0 28 Jan 2025
Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models Xiaoxuan Liao Chihang Wang Shicheng Zhou Jiacheng Hu Hongye Zheng Jia Gao 32 3 0 28 Jan 2025
Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer Jia Gao Guiran Liu Binrong Zhu Shicheng Zhou Hongye Zheng Xiaoxuan Liao 37 2 0 23 Jan 2025
Adrenaline: Adaptive Rendering Optimization System for Scalable Cloud Gaming Jin Heo Ketan Bhardwaj Ada Gavrilovska 29 1 0 27 Dec 2024
Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks Jiacheng Hu Xiaoxuan Liao Jia Gao Zhen Qi Hongye Zheng Chihang Wang 19 0 0 25 Dec 2024
Computer Vision-Driven Gesture Recognition: Toward Natural and Intuitive Human-Computer Fenghua Shao Tong Zhang Shang Gao Qi Sun Liuqingqing Yang 27 1 0 24 Dec 2024
Leveraging Convolutional Neural Network-Transformer Synergy for Predictive Modeling in Risk-Based Applications Yuhan Wang Zhen Xu Yue Yao Jinsong Liu Jiating Lin 31 6 0 24 Dec 2024
Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt Pengbin Feng Yankaiqi Li Yijiashun Qi Xiaojun Guo Zhenghao Lin 26 3 0 23 Dec 2024
Dynamic Scheduling Strategies for Resource Optimization in Computing Environments Xiaoye Wang 34 0 0 23 Dec 2024
Adaptive User Interface Generation Through Reinforcement Learning: A Data-Driven Approach to Personalization and Optimization Qi Sun Yayun Xue Zhijun Song 81 2 0 22 Dec 2024
Machine Learning Techniques for Pattern Recognition in High-Dimensional Data Mining Pochun Li 72 0 0 20 Dec 2024
Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models Zhen Qi Jiajing Chen Shuo Wang Bingying Liu Hongye Zheng Chihang Wang 56 2 0 09 Dec 2024
Adaptive Optimization for Enhanced Efficiency in Large-Scale Language Model Training Jiajing Chen Bingying Liu Xiaoxuan Liao Jia Gao Hongye Zheng Yue Li 70 11 0 06 Dec 2024
Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models Wenying Sun Zhen Xu Wenqing Zhang Kunyuan Ma You Wu Mengfang Sun AI4TS 67 6 0 04 Dec 2024
Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled Data Aoran Shen Minghao Dai Jiacheng Hu Yingbin Liang Shiru Wang Junliang Du 102 11 0 27 Nov 2024
Optimizing Gesture Recognition for Seamless UI Interaction Using Convolutional Neural Networks Qi Sun Tong Zhang Shang Gao Liuqingqing Yang Fenghua Shao 69 12 0 23 Nov 2024
Deep Learning for Cross-Border Transaction Anomaly Detection in Anti-Money Laundering Systems Qian Yu Zhen Xu Zong Ke 68 17 0 21 Nov 2024
Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs Junliang Du Guiran Liu Jia Gao Xiaoxuan Liao Jiacheng Hu Linxiao Wu 3DV GNN 55 13 0 19 Nov 2024
Adaptive Cache Management for Complex Storage Systems Using CNN-LSTM-Based Spatiotemporal Prediction Xiaoye Wang Xuan Li Linji Wang Tingyi Ruan Pochun Li 62 14 0 19 Nov 2024
A Combined Encoder and Transformer Approach for Coherent and High-Quality Text Generation Jiajing Chen Shuo Wang Zhen Qi Zhenhong Zhang Chihang Wang Hongye Zheng 66 9 0 19 Nov 2024
Self-Supervised Learning in Deep Networks: A Pathway to Robust Few-Shot Classification Yuyang Xiao SSL 75 1 0 19 Nov 2024
Emotion-Aware Interaction Design in Intelligent User Interface Using Multi-Modal Deep Learning Shiyu Duan Ziyi Wang Shixiao Wang Mengmeng Chen Runsheng Zhang 23 16 0 10 Nov 2024