Yingtian Zou
8 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (9) π Academic Marathon (6) π§ Keyword Pioneer π Conference Polyglot (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π₯
Unstoppable
(5)
Conferences
ICLR (2)
UAI (2)
CVPR (1)
EMNLP (1)
ICCV (1)
IJCAI (1)
Top co-authors
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)
gradient descent
(1)
task clustering
(1)
latent space
(1)
feature decomposition
(1)
feature augmentation
(1)
prototype alignment
(1)
invariant representation
(1)
geometric constraint
(1)
few-shot segmentation
(1)
directional derivative
(1)
task similarity
(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
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
ICLR 2024
Cross-Domain Feature Augmentation for Domain Generalization
IJCAI 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