Search Results for author: Zinuo You

Found 3 papers, 2 papers with code

Multi-relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification

1 code implementation5 Jan 2024 Zinuo You, Pengju Zhang, Jin Zheng, John Cartlidge

Stock trend classification remains a fundamental yet challenging task, owing to the intricate time-evolving dynamics between and within stocks.

Representation Learning

DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction

1 code implementation3 Jan 2024 Zinuo You, Zijian Shi, Hongbo Bo, John Cartlidge, Li Zhang, Yan Ge

Moreover, the ablation study and sensitivity study further illustrate the effectiveness of the proposed method in modeling the time-evolving inter-stock and intra-stock dynamics.

Graph Learning Representation Learning

NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis

no code implementations20 Dec 2023 Zinuo You, Andreas Geiger, Anpei Chen

In contrast to previous fast reconstruction methods that represent the 3D scene globally, we model the light field of a scene as a set of local light field feature probes, parameterized with position and multi-channel 2D feature maps.

Novel View Synthesis

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