Guohao Sun
7 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Keywords
vision-language model
(3)
policy optimization
(1)
embedding space
(1)
direct preference optimization
(1)
preference optimization
(1)
cross-modal retrieval
(1)
spatio-temporal modeling
(1)
optical flow
(1)
entropy estimation
(1)
knowledge graph
(1)
variational information bottleneck
(1)
token pruning
(1)
multimodal alignment
(1)
visual token
(1)
motion dynamics
(1)
poi recommendation
(1)
text-video retrieval
(1)
similarity metric
(1)
medical visual question answering
(1)
dialogue modeling
(1)
Papers
IF-Prune: Information-Flow Guided Token Pruning for Efficient Vision-Language Models
CVPR 2026
Structured Policy Optimization: Enhance Large Vision-Language Model via Self-referenced Dialogue
ICCV 2025
Prototypical Transformer As Unified Motion Learners
ICML 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering
EMNLP 2024
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant
ECCV 2024
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval
CVPR 2024
Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation
IJCAI 2022