Tongtian Yue
9 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive
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Research topics
Artificial Intelligence
(8)
Core AI · Artificial Intelligence
(8)
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(4)
Processing
(4)
Natural Language Processing
(3)
Application Areas
(3)
Architectures
(2)
Core AI · Computer Vision
(2)
Learning Types
(2)
Models
(2)
Resources & Methods
(2)
Analysis
(1)
Applications
(1)
Keywords
video understanding
(4)
multimodal large language model
(3)
video-language model
(3)
multimodal learning
(2)
video large language model
(2)
low-rank adaptation
(1)
question answering
(1)
object detection
(1)
computational efficiency
(1)
visual grounding
(1)
temporal perception
(1)
fine-grained recognition
(1)
temporal reasoning
(1)
mixture of expert
(1)
proximal policy optimization
(1)
vision-language model
(1)
vision-language alignment
(1)
positional encoding
(1)
token pruning
(1)
motion estimation
(1)
Papers
AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding
CVPR 2026
ROSE: Rotate Your Large Language Model to See
CVPR 2026
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
ICLR 2025
Efficient Motion-Aware Video MLLM
CVPR 2025
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
ICLR 2025
ViPE: Visual Perception in Parameter Space for Efficient Video-Language Understanding
EMNLP 2025
VRoPE: Rotary Position Embedding for Video Large Language Models
EMNLP 2025
SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models
CVPR 2024
Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation
CVPR 2024