Yanyu Li
26 papers · 2021–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (9) π Cross-Pollinator (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5)
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Prolific Year
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Conferences
CVPR (5)
NIPS (5)
AAAI (4)
ECCV (3)
IJCAI (3)
ICCV (2)
ICML (2)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
model compression
(10)
diffusion model
(6)
mobile inference
(5)
edge computing
(5)
neural architecture search
(5)
efficient computing
(4)
vision transformer
(4)
inference acceleration
(3)
video generation
(3)
structured pruning
(3)
latency optimization
(3)
image generation
(3)
text-to-image generation
(3)
neural network optimization
(3)
model acceleration
(3)
knowledge distillation
(2)
neural network pruning
(2)
weight quantization
(2)
mobile deployment
(2)
object detection
(2)
Papers
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
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
AAAI 2025
Improving the Diffusability of Autoencoders
ICML 2025
Predictive Modeling of Human Developersβ Evaluative Judgment of Generated Code as a Decision Process
EMNLP 2025
FasterVD: On Acceleration of Video Diffusion Models
IJCAI 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
NIPS 2024
SF-V: Single Forward Video Generation Model
NIPS 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller
CVPR 2024
Efficient Training with Denoised Neural Weights
ECCV 2024
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
ICLR 2024
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
ICML 2024
Towards Real-Time Segmentation on the Edge
AAAI 2023
Rethinking Vision Transformers for MobileNet Size and Speed
ICCV 2023
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
CVPR 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
NIPS 2023
Real-Time Portrait Stylization on the Edge
IJCAI 2022
EfficientFormer: Vision Transformers at MobileNet Speed
NIPS 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
NIPS 2022
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding
ECCV 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-Time Super-Resolution
ECCV 2022
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization
IJCAI 2022
RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions
ICCV 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
AAAI 2021
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
AAAI 2021