Yongqi An
4 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
model compression
(3)
structured pruning
(2)
zero-shot learning
(1)
self-attention mechanism
(1)
background subtraction
(1)
object detection
(1)
neural network optimization
(1)
importance estimation
(1)
language model
(1)
inference acceleration
(1)
video processing
(1)
video frame
(1)
activation outlier
(1)
foreground segmentation
(1)
large language model
(1)
zero-shot object detection
(1)
retraining-free pruning
(1)
instance-level background modeling
(1)
post-training pruning
(1)
calibration bia
(1)
Papers
Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping
AAAI 2026
Systematic Outliers in Large Language Models
ICLR 2025
Fluctuation-Based Adaptive Structured Pruning for Large Language Models
AAAI 2024
ZBS: Zero-Shot Background Subtraction via Instance-Level Background Modeling and Foreground Selection
CVPR 2023