36 citations · 38 across the 4 of their papers we have counts for
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cs.LG2025★ 1 cited
Heterogeneous Graph Prompt Learning via Adaptive Weight Pruning
Chu-Yuan Wei, Shun-Yao Liu, Sheng-Da Zhuo +3
Graph Neural Networks (GNNs) have achieved remarkable success in various graph-based tasks (e.g., node classification or link prediction). Despite their triumphs, GNNs still face c…
cs.LG2024
Model-Agnostic Interpretation Framework in Machine Learning: A Comparative Study in NBA Sports
Shun Liu
The field of machine learning has seen tremendous progress in recent years, with deep learning models delivering exceptional performance across a range of tasks. However, these mod…
cs.LG2023★ 36 cited
Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approach
Shun Liu, Kexin Wu, Chufeng Jiang +2
In the realm of cryptocurrency, the prediction of Bitcoin prices has garnered substantial attention due to its potential impact on financial markets and investment strategies. This…