Yining Sun
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Rising Star
(5)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(2)
Architectures
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
shortcut learning
(1)
zero-shot learning
(1)
multi-instance learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
text generation
(1)
video understanding
(1)
semantic representation
(1)
label disambiguation
(1)
iterative refinement
(1)
partial label learning
(1)
vision-language model
(1)
multimodal large language model
(1)
language-image pretraining
(1)
zero-shot classification
(1)
agent system
(1)
token merging
(1)
process reward model
(1)
Papers
Dual Graph Disambiguation for Multi-Instance Partial-Label Learning
AAAI 2026
The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs
ACL 2026
Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding
ICCV 2025
FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights
ACL 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining
ICCV 2025