Zhikai Li
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI · Artificial Intelligence
(3)
Computer Vision
(2)
Architectures
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Analysis
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
model compression
(3)
model quantization
(2)
post-training quantization
(2)
vision transformer
(2)
edge deployment
(2)
probabilistic modeling
(1)
bayesian inference
(1)
knowledge distillation
(1)
efficient inference
(1)
semantic alignment
(1)
dynamic programming
(1)
classifier
(1)
bayesian updating
(1)
generative model
(1)
pairwise comparison
(1)
diffusion model
(1)
text-to-image model
(1)
vision-language model
(1)
inference optimization
(1)
token pruning
(1)
Papers
SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model
AAAI 2026
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
CVPR 2025
CacheQuant: Comprehensively Accelerated Diffusion Models
CVPR 2025
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences
CVPR 2025
Unsupervised Learning for Class Distribution Mismatch
ICML 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