Yilin Guo
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Keywords
meta learning
(1)
representation learning
(1)
benchmark evaluation
(1)
few-shot learning
(1)
transfer learning
(1)
tensor decomposition
(1)
task adaptation
(1)
human preference
(1)
user preference
(1)
user study
(1)
geometric accuracy
(1)
image composition
(1)
financial domain
(1)
financial expertise
(1)
human relighting
(1)
large language model
(1)
shadow synthesis
(1)
keypoint-based modeling
(1)
Papers
KPLM-STA: Physically-Accurate Shadow Synthesis for Human Relighting via Keypoint-Based Light Modeling
AAAI 2026
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
NAACL 2025
BGDiffSeg: a Fast Diffusion Model for Skin Lesion Segmentation via Boundary Enhancement and Global Recognition Guidance
MICCAI 2024
Learning Tensor Representations for Meta-Learning
AISTATS 2022