Xin Guo

Researcher@Shanghai Academy of Artificial Intelligence for Science·中国·OpenReview

研究方向

Medical Imagery · Foundation Model · Multiomics Foundation Model · Earth Observation · Multi-modal Foundation Model · Self-supervised Learning · Knowledge Distillation · Object Detection · Semantic Segmentation · Computer Vision · Machine Learning · Music · Blind Source Seperation

4.5

Rethinking Intracranial Aneurysm Vessel Segmentation: A Perspective from Computational Fluid Dynamics Applications

ICLR 2026Rejected

4.0

PUM-Net: Plastic Unified Memory Network with Associative Interaction for Long-Context State Space Models

ICLR 2026Withdrawn

3.0

Is Layer Normalization Fine-tuning Sufficient for Visual Distribution Shifts?

ICLR 2026Rejected

7.8

ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibiltiy Data

NeurIPS 2025Poster

7.3

Personalize to generalize: Towards a universal medical multi-modality generalization through personalization

ICLR 2025Desk Rejected

合作者 (20)

Xin Guo

Rethinking Intracranial Aneurysm Vessel Segmentation: A Perspective from Computational Fluid Dynamics Applications

PUM-Net: Plastic Unified Memory Network with Associative Interaction for Long-Context State Space Models

Is Layer Normalization Fine-tuning Sufficient for Visual Distribution Shifts?

ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibiltiy Data

Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization

Efficient Network Automatic Relevance Determination

GeoRDe: Tertiary Structure-based RNA Design With Multiple Geometric Constraint

Personalize to generalize: Towards a universal medical multi-modality generalization through personalization