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Jiakun Xu

3 accepted papers

2026

NeurIPS: Neuro-anatomical Inductive Priors for Sphere-based Brain Decoding

ICML 2026poster

Current fMRI decoders face a performance-fidelity trade-off where efficient ID encoders outperform geometrically-aligned surface-based models. We argue this is an artifact of inefficient surface tokenization and the failure to use anatomy as a predictive signal. We present **NeurIPS**, a framework t…

Cited by 0SourceScholar
2025

Diffusion-Based Imaginative Coordination for Bimanual Manipulation

ICCV 2025poster

Bimanual manipulation is crucial in robotics, enabling complex tasks in industrial automation and household services. However, it poses significant challenges due to the high-dimensional action space and intricate coordination requirements. While video prediction has been recently studied for repres…