Yuchen Liang
10 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π
Conference Pioneer
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Deep Learning
(6)
Models
(6)
Machine Learning
(5)
Optimization & Theory
(4)
Computer Vision
(3)
Artificial Intelligence
(2)
Core AI
(2)
Generation
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Keywords
diffusion model
(5)
nfes
(2)
image generation
(2)
attention mechanism
(1)
associative memory
(1)
word sense disambiguation
(1)
graph anomaly detection
(1)
video understanding
(1)
semantic hierarchy
(1)
document classification
(1)
uncertainty set
(1)
distributionally robust optimization
(1)
image completion
(1)
generative model
(1)
model architecture
(1)
change detection
(1)
convergence guarantee
(1)
convergence rate
(1)
convolutional neural network
(1)
zero-shot learning
(1)
Papers
Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach
ICLR 2025
DiC: Rethinking Conv3x3 Designs in Diffusion Models
CVPR 2025
Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models
ICLR 2025
Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers
ICLR 2025
VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos
AAAI 2025
Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets
AISTATS 2024
Learning Quantized Adaptive Conditions for Diffusion Models
ECCV 2024
Energy Transformer
NeurIPS 2023
Can a Fruit Fly Learn Word Embeddings?
ICLR 2021
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation
ECCV 2018