Temporal and Heterogeneous Graph Neural Network for Financial Time
Series Prediction

Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction

9 May 2023

Chencheng Shang

Yuqi Liang

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Papers citing "Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction"

13 / 13 papers shown

Title
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization Yuante Li Xu Yang Xiao Yang Minrui Xu Xisen Wang Weiqing Liu Jiang Bian AIFin 254 0 0 21 May 2025
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 100 68 0 24 Dec 2024
DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone Hongfan Gao Wangmeng Shen Xiangfei Qiu Ronghui Xu Jilin Hu Bin Yang 132 6 0 17 Oct 2024
Evaluating Financial Relational Graphs: Interpretation Before Prediction Yingjie Niu Lanxin Lu Rian Dolphin Valerio Poti Ruihai Dong AIFin 70 1 0 28 Sep 2024
MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction Mengyu Wang Tiejun Ma AIFin 63 3 0 09 Sep 2024
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting Xin Zhou Weiqing Wang Wray Buntine Shilin Qu Abishek Sriramulu Weicong Tan Christoph Bergmeir AI4TS 103 4 0 08 Aug 2024
Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models Litton J. Kurisinkel Pruthwik Mishra Yue Zhang 92 5 0 04 Jul 2024
Graph Convolutional Network For Semi-supervised Node Classification With Subgraph Sketching Zibin Huang Jun Xian GNN 83 0 0 19 Apr 2024
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks Yifan Duan Guibin Zhang Shilong Wang Xiaojiang Peng Ziqi Wang Junyuan Mao Hao Wu Xinke Jiang Kun Wang 65 9 0 22 Feb 2024
Multi-relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification Zinuo You Pengju Zhang Jin Zheng John Cartlidge AIFin DiffM 46 6 0 05 Jan 2024
DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction Zinuo You Zijian Shi Hongbo Bo John Cartlidge Li Zhang Yan Ge AIFin DiffM 55 5 0 03 Jan 2024
Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks Renyang Liu Wei Zhou Jinhong Zhang Xiaoyuan Liu Peiyuan Si Haoran Li AAML 53 0 0 15 Oct 2023
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey Liping Wang Jiawei Li Lifan Zhao Zhizhuo Kou Xiaohan Wang Xinyi Zhu Hao Wang Yanyan Shen Lei Chen AIFin 106 9 0 09 Aug 2023

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