Yilin Zhang
9 papers · 2017–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Learning Types Β· Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Mathematics
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Keywords
image generation
(1)
spectral clustering
(1)
domain adaptation
(1)
uncertainty quantification
(1)
in-context learning
(1)
code generation
(1)
text-to-image generation
(1)
efficient inference
(1)
markov chain monte carlo
(1)
matrix perturbation
(1)
hypothesis testing
(1)
statistical testing
(1)
label noise
(1)
multi-view learning
(1)
high-dimensional regression
(1)
graph regularization
(1)
linear regression
(1)
regression analysis
(1)
hessian approximation
(1)
langevin dynamics
(1)
Papers
Donβt Click That: Teaching Web Agents to Resist Deceptive Interfaces
ACL 2026
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
EMNLP 2025
Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent
ICCV 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention
ACL 2025
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin
ICCV 2025
HO-Gaussian: Hybrid Optimization of 3D Gaussian Splatting for Urban Scenes
ECCV 2024
Trusted Multi-view Learning with Label Noise
IJCAI 2024
Understanding Regularized Spectral Clustering via Graph Conductance
NeurIPS 2018
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, β_2-consistency and Neuroscience Applications
ICML 2017