Shuming Liu
8 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (9) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (23)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (4)
COLING (1)
ECCV (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
video understanding
(3)
model compression
(2)
action recognition
(1)
transfer learning
(1)
feature extraction
(1)
text classification
(1)
data annotation
(1)
network optimization
(1)
frame selection
(1)
action localization
(1)
memory efficiency
(1)
memory optimization
(1)
end-to-end training
(1)
parameter efficiency
(1)
pretrained model
(1)
long-form video
(1)
residual connection
(1)
model finetuning
(1)
prompt compression
(1)
video-language model
(1)
Papers
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM
COLING 2025
BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding
CVPR 2025
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning
CVPR 2024
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
CVPR 2024
ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders
ECCV 2024
Boundary Denoising for Video Activity Localization
ICLR 2024
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization
CVPR 2023
Urban Water Quality Prediction Based on Multi-Task Multi-View Learning
IJCAI 2016