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Papers
Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting
ICML 2025
Learnable Spatial-Temporal Positional Encoding for Link Prediction
ICML 2025
MLPs Learn In-Context on Regression and Classification Tasks
ICLR 2025
RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts
ICML 2025
SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
ICLR 2025
Don’t Waste Your Time: Early Stopping Cross-Validation
AutoML 2024
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
ICML 2024
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?
ICML 2024