Yichen Zhou
9 papers · 2020–2025 · 7 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
(18)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(3)
Learning Types
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
vision transformer
(2)
forecasting
(2)
image classification
(2)
semantic segmentation
(1)
multi-task learning
(1)
ensemble learning
(1)
knowledge distillation
(1)
object detection
(1)
central limit theorem
(1)
model architecture
(1)
constrained optimization
(1)
pretraining
(1)
gradient boosting
(1)
constraint satisfaction
(1)
multi-scale feature
(1)
machine learning
(1)
fairness optimization
(1)
regression tree
(1)
model calibration
(1)
robust optimization
(1)
Papers
In-Context Fine-Tuning for Time-Series Foundation Models
ICML 2025
Wavelet-driven Decoupling and Physics-informed Mapping Network for Accelerated Multi-parametric MR Imaging
MICCAI 2025
A decoder-only foundation model for time-series forecasting
ICML 2024
Efficient Cascaded Multiscale Adaptive Network for Image Restoration
ECCV 2024
Robust distillation for worst-class performance: on the interplay between teacher and student objectives
UAI 2023
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution
JMLR 2022
Inception Transformer
NeurIPS 2022
MetaFormer Is Actually What You Need for Vision
CVPR 2022
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models
NeurIPS 2020