Junlong Tong
7 papers · 2025–2026 · 5 venues · across top CS/AI venues
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(2)
Application Areas · Machine Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas · Deep Learning
(1)
Architectures
(1)
Learning Types
(1)
Models
(1)
Resources & Methods
(1)
Keywords
token pruning
(3)
multimodal large language model
(2)
visual object tracking
(1)
chain-of-thought reasoning
(1)
video understanding
(1)
dynamic routing
(1)
streaming processing
(1)
conditional entropy
(1)
context modeling
(1)
batch processing
(1)
lora fine-tuning
(1)
vision-language model
(1)
vision-language task
(1)
position encoding
(1)
visual token
(1)
cross-modal fusion
(1)
self attention
(1)
cross-lingual learning
(1)
cross-modal interaction
(1)
parameter reduction
(1)
Papers
Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models
CVPR 2026
UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking
CVPR 2026
What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models
CVPR 2026
Context Guided Transformer Entropy Modeling for Video Compression
ICCV 2025
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding
ACL 2025
SkipGPT: Each Token is One of a Kind
ICML 2025
VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs
EMNLP 2025