Kecheng Chen
4 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Learning Types
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
latent variable
(2)
bayesian inference
(2)
test-time adaptation
(2)
excess risk bound
(1)
determinantal point process
(1)
zero-shot image classification
(1)
foundation model
(1)
vision-language model
(1)
data synthesis
(1)
conditional random field
(1)
distribution regularization
(1)
rate-distortion optimization
(1)
large language model
(1)
cold start
(1)
task routing
(1)
entropy minimization
(1)
task taxonomy
(1)
image compression
(1)
medical image segmentation
(1)
Papers
Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition
CVPR 2026
Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios
ACL 2026
Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates
ICCV 2025
Test-time Adaptation for Image Compression with Distribution Regularization
ICLR 2025