Yuxin Song
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird ❓ The Questioner
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Research topics
Artificial Intelligence
(7)
Core AI
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Deep Learning
(6)
Computer Vision
(5)
Machine Learning
(5)
Models
(5)
Natural Language Processing
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
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Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Reinforcement Learning
(1)
Analysis
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Keywords
multimodal large language model
(4)
vision-language model
(3)
multimodal learning
(2)
video understanding
(2)
feature extraction
(1)
curriculum learning
(1)
vision transformer
(1)
preference learning
(1)
uncertainty modeling
(1)
direct preference optimization
(1)
video captioning
(1)
video classification
(1)
attention mechanism
(1)
text generation
(1)
image captioning
(1)
visual question answering
(1)
preference optimization
(1)
object detection
(1)
visual grounding
(1)
temporal modeling
(1)
Papers
CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation
CVPR 2026
DistinctAD: Distinctive Audio Description Generation in Contexts
CVPR 2025
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
ICML 2025
MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI
ICCV 2025
Automated Multi-level Preference for MLLMs
NeurIPS 2024
Dense Connector for MLLMs
NeurIPS 2024
Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
NeurIPS 2024
UATVR: Uncertainty-Adaptive Text-Video Retrieval
ICCV 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling?
ICCV 2023