Yifu Lu
8 papers · 2022–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🏆
Grand Slam
🗃️
Keyword Collector
(56)
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(4)
Architectures
(4)
Models
(4)
Artificial Intelligence
(3)
Core AI
(3)
Computer Vision
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
diffusion model
(3)
active learning
(1)
signal-to-noise ratio
(1)
coreset selection
(1)
direct preference optimization
(1)
self-supervised learning
(1)
data annotation
(1)
image editing
(1)
deep clustering
(1)
language model alignment
(1)
neural network optimization
(1)
computational efficiency
(1)
u-net architecture
(1)
graph embedding
(1)
variational inference
(1)
sampling efficiency
(1)
training efficiency
(1)
score function
(1)
model compression
(1)
neural network architecture
(1)
Papers
Attention-Only Transformers via Unrolled Subspace Denoising
ICML 2025
ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
ICLR 2025
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
ICLR 2025
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
EMNLP 2025
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
NeurIPS 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
CVPR 2024
The Emergence of Reproducibility and Consistency in Diffusion Models
ICML 2024
ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations
AAAI 2022