Qingyi Gu
8 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Computer Vision
(3)
Artificial Intelligence
(2)
Analysis
(2)
Application Areas
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Optimization & Theory · Machine Learning
(2)
Techniques
(2)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
model compression
(3)
edge deployment
(2)
post-training quantization
(2)
model quantization
(2)
vision transformer
(2)
autonomous driving
(1)
efficient inference
(1)
semantic alignment
(1)
dynamic programming
(1)
bayesian updating
(1)
image processing
(1)
generative model
(1)
pairwise comparison
(1)
mamba architecture
(1)
text-to-image model
(1)
inference optimization
(1)
multimodal fusion
(1)
generative model evaluation
(1)
text-to-video model
(1)
segment anything model
(1)
Papers
MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation
AAAI 2026
SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model
AAAI 2026
CacheQuant: Comprehensively Accelerated Diffusion Models
CVPR 2025
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences
CVPR 2025
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
ICCV 2023
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers
ICCV 2023
Patch Similarity Aware Data-Free Quantization for Vision Transformers
ECCV 2022
Angle-based Search Space Shrinking for Neural Architecture Search
ECCV 2020