From the 1 of 4 linked papers with an AI index.
4 papers
Mergeable Model-Side Aggregation States for Long-Context Language Models
Dachuan Song, Junyu Yin, Zechen Hu +1
The paper proposes a model-side aggregation interface that uses compact HyperLogLog sketches to maintain set-based aggregation states alongside frozen language models, enabling acc…
Elastic Spectral State Space Models for Budgeted Inference
Dachuan Song, Xuan Wang
Foundation models are typically trained at a fixed computational capacity, while real-world applications require deployment across platforms with different resource constraints. Cu…
Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data
Dachuan Song, Li Shen, Duy Duong-Tran +1
Purpose: Recently, there has been a revived interest in system neuroscience causation models, driven by their unique capability to unravel complex relationships in multi-scale brai…
Causality-based Subject and Task Fingerprints using fMRI Time-series Data
Dachuan Song, Li Shen, Duy Duong-Tran +1
Recently, there has been a revived interest in system neuroscience causation models due to their unique capability to unravel complex relationships in multi-scale brain networks. I…