Xin Guo

Orcid: 0009-0003-3414-8564

Affiliations:
  • Shanghai Academy of Artificial Intelligence for Science, Shanghai, China
  • Ant Group, Hangzhou, China (2016 - 2024)
  • École Polytechnique Fédérale de Lausanne (EPFL), School of Computer and Communication Sciences, Lausanne, Switzerland (2012 - 2015)


According to our database1, Xin Guo authored at least 22 papers between 2015 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2025
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization.
CoRR, September, 2025

Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification.
CoRR, August, 2025

PAST: A multimodal single-cell foundation model for histopathology and spatial transcriptomics in cancer.
CoRR, July, 2025

Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning.
CoRR, July, 2025

Aneumo: A Large-Scale Multimodal Aneurysm Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks.
CoRR, May, 2025

ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibility Data.
CoRR, May, 2025

Aneumo: A Large-Scale Comprehensive Synthetic Dataset of Aneurysm Hemodynamics.
CoRR, January, 2025

Efficient Network Automatic Relevance Determination.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024
NasalSeg Dataset for Nasal Cavity and Paranasal Sinuses Segmentation from CT Images.
Dataset, October, 2024

NasalSeg Dataset for Nasal Cavity and Paranasal Sinuses Segmentation from CT Images.
Dataset, June, 2024

Personalize to generalize: Towards a universal medical multi-modality generalization through personalization.
CoRR, 2024

Enhancing DETRs Variants through Improved Content Query and Similar Query Aggregation.
CoRR, 2024

Parameter-Efficient Complementary Expert Learning for Long-Tailed Visual Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

POA: Pre-training Once for Models of All Sizes.
Proceedings of the Computer Vision - ECCV 2024, 2024

Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction.
Proceedings of the Computer Vision - ECCV 2024, 2024

SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Towards Efficient Pre-Trained Language Model via Feature Correlation Distillation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Wall-to-Wall Above-Ground Biomass Estimation with Alos-2 Palsar-2 L-Band SAR Data and GEDI.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Uncertainty-guided Learning for Improving Image Manipulation Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2020
Automatic Car Damage Assessment System: Reading and Understanding Videos as Professional Insurance Inspectors.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2015
NMF-based blind source separation using a linear predictive coding error clustering criterion.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015


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