Yifu Lu
8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
π
Grand Slam
Conferences
ICLR (2)
ICML (2)
AAAI (1)
CVPR (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
diffusion model
(2)
variational inference
(1)
direct preference optimization
(1)
image editing
(1)
language model alignment
(1)
neural network optimization
(1)
u-net architecture
(1)
graph embedding
(1)
sampling efficiency
(1)
training efficiency
(1)
tree search
(1)
latent space
(1)
controllable generation
(1)
best-of-n sampling
(1)
inference-time alignment
(1)
semantic subspace
(1)
posterior mean predictor
(1)
jacobian singular vector
(1)
latent diffusion model
(1)
single-cell rna-seq
(1)
Papers
Attention-Only Transformers via Unrolled Subspace Denoising
ICML 2025
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
EMNLP 2025
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
ICLR 2025
ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
ICLR 2025
The Emergence of Reproducibility and Consistency in Diffusion Models
ICML 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
CVPR 2024
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
NIPS 2024
ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations
AAAI 2022