Lifu Wang
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
β
The Questioner
Conferences
CVPR (1)
ICCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
diffusion model
(2)
neural tangent kernel
(1)
image generation
(1)
knowledge distillation
(1)
text-to-image generation
(1)
deep learning
(1)
neural network optimization
(1)
loss landscape
(1)
concept class
(1)
generalization error bound
(1)
recurrent neural network
(1)
residual network
(1)
text encoder
(1)
skip connection
(1)
over-parameterized network
(1)
relu network
(1)
compute-optimal deployment
(1)
mixed-resolution denoising
(1)
model compression
(1)
module caching
(1)
Papers
Scaling Down Text Encoders of Text-to-Image Diffusion Models
CVPR 2025
Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment
ICCV 2025
On the Provable Generalization of Recurrent Neural Networks
NIPS 2021
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
IJCAI 2020