Shoubin Yu
12 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Research topics
Deep Learning
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Artificial Intelligence
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Machine Learning
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Models
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Computer Vision
(5)
Learning Types Β· Machine Learning
(4)
Architectures
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Natural Language Processing
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Applications
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Learning Types Β· Deep Learning
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Optimization & Theory
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Keywords
video understanding
(4)
multimodal learning
(3)
large language model
(3)
video question answering
(3)
diffusion model
(3)
multimodal reasoning
(2)
video generation
(2)
video editing
(2)
video diffusion
(2)
video reasoning
(2)
self-supervised learning
(1)
text-to-image generation
(1)
embodied ai
(1)
instruction following
(1)
visual grounding
(1)
visual question answering
(1)
embedding space
(1)
multimodal agent
(1)
visual reasoning
(1)
language model
(1)
Papers
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos
CVPR 2026
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel
ICLR 2025
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
ICLR 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
EMNLP 2025
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
CVPR 2025
RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives
EMNLP 2025
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
ICLR 2025
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
ICCV 2025
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
EMNLP 2025
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
CVPR 2025
A Simple LLM Framework for Long-Range Video Question-Answering
EMNLP 2024
Self-Chained Image-Language Model for Video Localization and Question Answering
NeurIPS 2023