Yanyu Li
26 papers · 2021–2025 · 9 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🤝 Dynamic Duo (20)
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Grand Slam
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Dynamic Duo
(20)
👑
Triple Crown
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Deep Learning
(21)
Machine Learning
(19)
Application Areas
(18)
Computer Vision
(13)
Models
(11)
Optimization & Theory · Deep Learning
(11)
Generation
(9)
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Techniques
(6)
Analysis
(5)
Architectures
(4)
Optimization & Theory · Machine Learning
(3)
Reinforcement Learning
(1)
Core AI · Computer Vision
(1)
Keywords
model compression
(10)
diffusion model
(9)
edge computing
(5)
mobile inference
(5)
neural architecture search
(5)
vision transformer
(4)
text-to-image generation
(4)
efficient computing
(4)
inference acceleration
(3)
video generation
(3)
structured pruning
(3)
model acceleration
(3)
latency optimization
(3)
image generation
(3)
neural network optimization
(3)
knowledge distillation
(2)
neural network pruning
(2)
weight quantization
(2)
mobile deployment
(2)
object detection
(2)
Papers
Improving the Diffusability of Autoencoders
ICML 2025
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
AAAI 2025
Predictive Modeling of Human Developers’ Evaluative Judgment of Generated Code as a Decision Process
EMNLP 2025
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
CVPR 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
CVPR 2025
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
NeurIPS 2024
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
ICML 2024
Efficient Training with Denoised Neural Weights
ECCV 2024
FasterVD: On Acceleration of Video Diffusion Models
IJCAI 2024
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
ICLR 2024
SF-V: Single Forward Video Generation Model
NeurIPS 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller
CVPR 2024
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
CVPR 2023
Rethinking Vision Transformers for MobileNet Size and Speed
ICCV 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
NeurIPS 2023
Towards Real-Time Segmentation on the Edge
AAAI 2023
Compiler-Aware Neural Architecture Search for On-Mobile Real-Time Super-Resolution
ECCV 2022
EfficientFormer: Vision Transformers at MobileNet Speed
NeurIPS 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
NeurIPS 2022
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization
IJCAI 2022
Real-Time Portrait Stylization on the Edge
IJCAI 2022
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding
ECCV 2022
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
AAAI 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions
ICCV 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
AAAI 2021