Yutong He
11 papers · 2020–2025 · 4 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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The Questioner
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Unstoppable · Bronze
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Century Club · Bronze
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image generation
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communication compression
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image synthesis
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satellite imagery
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temporal modeling
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image classification
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convergence analysis
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self-supervised learning
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communication complexity
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multispectral imaging
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few-shot learning
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feature selection
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distributed optimization
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image translation
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probability distribution
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two-sample test
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maximum mean discrepancy
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transfer learning
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Papers
Subspace Optimization for Large Language Models with Convergence Guarantees
ICML 2025
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
ICLR 2024
Distributed Bilevel Optimization with Communication Compression
ICML 2024
Manifold Preserving Guided Diffusion
ICLR 2024
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
ICML 2023
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
NeurIPS 2023
Comparing Distributions by Measuring Differences that Affect Decision Making
ICLR 2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
NeurIPS 2022
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
ICLR 2022
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis
NeurIPS 2021
Fine-Grained Image-to-Image Transformation Towards Visual Recognition
CVPR 2020