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 236 0 0 21 May 2025
Do Transformers Really Perform Bad for Graph Representation? Chengxuan Ying Tianle Cai Shengjie Luo Shuxin Zheng Guolin Ke Di He Yanming Shen Tie-Yan Liu GNN 107 443 0 09 Jun 2021
REST: Relational Event-driven Stock Trend Forecasting W. Xu Weiqing Liu Chang Xu Jiang Bian Jian Yin Tie-Yan Liu 70 58 0 15 Feb 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 2,004 0 02 Feb 2020
Image Cropping with Composition and Saliency Aware Aesthetic Score Map Y. Tu Li Niu Weijie Zhao Dawei Cheng Liqing Zhang 42 44 0 24 Nov 2019
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction Raehyun Kim Chan Ho So Minbyul Jeong Sanghoon Lee Jinkyu Kim Jaewoo Kang AIFin 81 128 0 07 Aug 2019
Learning from Web Data with Self-Organizing Memory Module Y. Tu Li Niu Junjie Chen Dawei Cheng Liqing Zhang 50 20 0 28 Jun 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 803 8,579 0 03 Jan 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Motifs in Temporal Networks Ashwin Paranjape Austin R. Benson J. Leskovec 60 690 0 29 Dec 2016
Classification-based Financial Markets Prediction using Deep Neural Networks M. Dixon Diego Klabjan J. Bang 33 176 0 29 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,396 0 03 Jun 2014

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