A novel consensus model for multi-attribute large-scale group decision making based on comprehensive behavior classification and adaptive weight updating. - Zijian Shi; Xueqing Wang; Iván Palomares; Sijia Guo; Ru-Xi Ding (Knowl. Based Syst., 2018)

The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network. - Zijian Shi; Yu Chen; John Cartlidge (AAAI, 2021)

The Limit Order Book Recreation Model (LOBRM): An Extended Analysis. - Zijian Shi; John Cartlidge (ECML/PKDD (4), 2021)

Applications And Potentials Of Intelligent Swarms For Magnetospheric Studies. - Raj Thilak Rajan; Shoshana Ben-Maor; Shaziana Kaderali; Calum Turner; Mohammed Milhim; Catrina Melograna; Dawn Haken; Gary Paul; Vedant; Sreekumar V; Johannes Weppler; Yosephine Gumulya; et al. (CoRR, 2021)

State Dependent Parallel Neural Hawkes Process for Limit Order Book Event Stream Prediction and Simulation. - Zijian Shi; John Cartlidge (KDD, 2022)

Neural Stochastic Agent-Based Limit Order Book Simulation: A Hybrid Methodology. - Zijian Shi; John Cartlidge (AAMAS, 2023)

Conditional LS-GAN Based Skylight Polarization Image Restoration and Application in Meridian Localization. - Tian Yang; Hongbo Bo; Xinyu Yang; Jun Gao; Zijian Shi (ICASSP, 2023)

DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction. - Zinuo You; Zijian Shi; Hongbo Bo; John Cartlidge; Li Zhang 131; Yan Ge (ICAART (2), 2024)

Multi-stock Movements Classification: A Decoupled Graph Diffusion Neural Network Approach. - Zinuo You; Zijian Shi; Hongbo Bo; John Cartlidge; Li Zhang 131; Yan Ge (ICAART (Revised Selected Paper, 2), 2024)

Interactive dynamic trust network for consensus reaching in social network analysis based large-scale decision making. - Sijia Guo; Ru-Xi Ding; Meng-Nan Li; Zijian Shi; Xueqing Wang; Francisco Chiclana (Expert Syst. Appl., 2024)

Generalized Newton Method with Positive Definite Regularization for Nonsmooth Optimization Problems with Nonisolated Solutions. - Zijian Shi; Miantao Chao (J. Optim. Theory Appl., 2024)

Neural stochastic agent-based limit order book simulation with neural point process and diffusion probabilistic model. - Zijian Shi; John Cartlidge (Intell. Syst. Account. Finance Manag., 2024)