Yingtian Zou
8 papers · 2019–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Techniques
(2)
Computer Vision
(1)
Analysis
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
data augmentation
(2)
representation learning
(2)
metric learning
(1)
feature learning
(1)
few-shot learning
(1)
domain generalization
(1)
domain adaptation
(1)
mathematical reasoning
(1)
chain-of-thought reasoning
(1)
out-of-distribution generalization
(1)
empirical risk minimization
(1)
gradient descent
(1)
task clustering
(1)
linear regression
(1)
generalization bound
(1)
latent space
(1)
feature decomposition
(1)
feature augmentation
(1)
prototype alignment
(1)
invariant representation
(1)
Papers
Improve Representation for Imbalanced Regression through Geometric Constraints
CVPR 2025
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning
EMNLP 2025
Cross-Domain Feature Augmentation for Domain Generalization
IJCAI 2024
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
ICLR 2024
MixupE: Understanding and improving Mixup from directional derivative perspective
UAI 2023
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
ICLR 2022
Task similarity aware meta learning: theory-inspired improvement on MAML
UAI 2021
PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment
ICCV 2019